fn_spacy_tokens_for_baseline: The Department of Employment reinstated my benefits ( joy ! ) and then stopped them again .

source_bert_toks: the department of employment reinstated my benefits ( joy ! ) and then stopped them again .

reference_raw: The Ministry of Employment renewed my benefits (joy!) and then stopped them again.

reference_spacy_tokens: The Ministry of Employment renewed my benefits ( joy ! ) and then stopped them again .


fn_spacy_tokens_for_baseline: Jinkwa stretched out a foot and cuffed the Doctor about the chin .

source_bert_toks: jin ##k ##wa stretched out a foot and cuff ##ed the doctor about the chin .

reference_raw: Jinkwa stretched out his leg and wrapped the Doctor around his chin.

reference_spacy_tokens: Jinkwa stretched out his leg and wrapped the Doctor around his chin .


fn_spacy_tokens_for_baseline: She was still wearing muddy breeches , black socks and Merlin s polo shirt .

source_bert_toks: she was still wearing muddy bree ##ches , black socks and merlin s polo shirt .

reference_raw: She still wore muddy pants, black socks, and a Merlin s polo shirt.

reference_spacy_tokens: She still wore muddy pants , black socks , and a Merlin s polo shirt .


fn_spacy_tokens_for_baseline: Fourth : Defending the Location Plan .

source_bert_toks: fourth : defending the location plan .

reference_raw: Fourth: Defending the location schedule.

reference_spacy_tokens: Fourth : Defending the location schedule .


fn_spacy_tokens_for_baseline: That 's history .

source_bert_toks: that ' s history .

reference_raw: This is the past.

reference_spacy_tokens: This is the past .


fn_spacy_tokens_for_baseline: The sophisticated research facilities in Iran could easily serve as a front for illicit BW - related activities and offer a legitimate excuse to import dual - use material .

source_bert_toks: the sophisticated research facilities in iran could easily serve as a front for illicit b ##w - related activities and offer a legitimate excuse to import dual - use material .

reference_raw: Intricate research facilities in Iran could easily serve as a front for illegal BW-related operations and provide a legitimate excuse for importing dual-use materials.

reference_spacy_tokens: Intricate research facilities in Iran could easily serve as a front for illegal BW - related operations and provide a legitimate excuse for importing dual - use materials .


fn_spacy_tokens_for_baseline: Hugh and Bel McGuire 's third daughter was named Macrae McGuire in honour of James Macrae .

source_bert_toks: hugh and bel mcguire ' s third daughter was named mac ##rae mcguire in honour of james mac ##rae .

reference_raw: The third daughter of Hugh and Bel McGuire was called Macrae McGuire in honor of James Macrae.

reference_spacy_tokens: The third daughter of Hugh and Bel McGuire was called Macrae McGuire in honor of James Macrae .


fn_spacy_tokens_for_baseline: How could Mr. Waddicar be limping doggedly along the corridor when she could see him outside in the yard ?

source_bert_toks: how could mr . wa ##dd ##ica ##r be limp ##ing dogg ##edly along the corridor when she could see him outside in the yard ?

reference_raw: How could Mr. Waddicar walk doggedly down the hall when she saw him out in the yard?

reference_spacy_tokens: How could Mr. Waddicar walk doggedly down the hall when she saw him out in the yard ?


fn_spacy_tokens_for_baseline: In that scenario , the provisional supposition would be that Morgan would take over at the helm from Ian McGeechan , with David Johnston and Richie Dixon as his assistant coaches .

source_bert_toks: in that scenario , the provisional su ##pp ##osition would be that morgan would take over at the helm from ian mcgee ##chan , with david johnston and richie dixon as his assistant coaches .

reference_raw: In this scenario, the preliminary assumption would be that Morgan would take command of Ian McGeechan and David Johnston and Richie Dixon would be his assistant coaches.

reference_spacy_tokens: In this scenario , the preliminary assumption would be that Morgan would take command of Ian McGeechan and David Johnston and Richie Dixon would be his assistant coaches .


fn_spacy_tokens_for_baseline: I do n't know a bottle from a safety - pin . '

source_bert_toks: i don ' t know a bottle from a safety - pin . '

reference_raw: I'm not familiar with the safety-pin bottle.'

reference_spacy_tokens: I 'm not familiar with the safety - pin bottle . '


fn_spacy_tokens_for_baseline: Also on trial with Proksch were Hans Peter Daimler , currently in custody in West Germany , and an Army officer , Johann Edelmaier .

source_bert_toks: also on trial with pro ##ks ##ch were hans peter dai ##mler , currently in custody in west germany , and an army officer , johann ed ##el ##ma ##ier .

reference_raw: Hans Peter Daimler, currently held in West Germany, and a military officer, Johann Edelmaier, was also present at Proksch's trial.

reference_spacy_tokens: Hans Peter Daimler , currently held in West Germany , and a military officer , Johann Edelmaier , was also present at Proksch 's trial .


fn_spacy_tokens_for_baseline: The Okavango river flows across the desert to form a huge swampland , a watery jungle where animals roam ; a fascinating , dangerous place .

source_bert_toks: the ok ##ava ##ngo river flows across the desert to form a huge swamp ##land , a watery jungle where animals roam ; a fascinating , dangerous place .

reference_raw: The Okavango River flows across the desert, creating a vast swamp, a watery jungle where animals roam, a fascinating and dangerous place.

reference_spacy_tokens: The Okavango River flows across the desert , creating a vast swamp , a watery jungle where animals roam , a fascinating and dangerous place .


fn_spacy_tokens_for_baseline: External : All actions and methods adopted to confront dangers from outside .

source_bert_toks: external : all actions and methods adopted to confront dangers from outside .

reference_raw: External: All measures and methods taken to deal with external dangers.

reference_spacy_tokens: External : All measures and methods taken to deal with external dangers .


fn_spacy_tokens_for_baseline: We had done that before with others who were known for their serious blunders .

source_bert_toks: we had done that before with others who were known for their serious blu ##nder ##s .

reference_raw: We've done this before with other people known for their grave mistakes.

reference_spacy_tokens: We 've done this before with other people known for their grave mistakes .


fn_spacy_tokens_for_baseline: One bonus of delaying an election until 1992 would be that Mr Major could use a summer reshuffle to continue reshaping the government he inherited from Mrs Thatcher .

source_bert_toks: one bonus of delaying an election until 1992 would be that mr major could use a summer res ##hu ##ffle to continue res ##ha ##ping the government he inherited from mrs thatcher .

reference_raw: One of the bonuses for the postponement of the election until 1992 would be that Mr. Major could use the summer change to continue to reshape the government he inherited from Mrs. Thatcher.

reference_spacy_tokens: One of the bonuses for the postponement of the election until 1992 would be that Mr. Major could use the summer change to continue to reshape the government he inherited from Mrs. Thatcher .


fn_spacy_tokens_for_baseline: This afternoon a good lunch was brought me , but the moment after I took it I knew that I had been drugged .

source_bert_toks: this afternoon a good lunch was brought me , but the moment after i took it i knew that i had been drugged .

reference_raw: They brought me a good lunch this afternoon, but as soon as I took it, I knew I was intoxicated.

reference_spacy_tokens: They brought me a good lunch this afternoon , but as soon as I took it , I knew I was intoxicated .


fn_spacy_tokens_for_baseline: The Winged Cobra is representative of the transcendental nature of higher consciousness or total spiritual enlightenment , and as such the image adorned the entrance to all sacred temples and schools of initiation in Egypt .

source_bert_toks: the winged cobra is representative of the trans ##cend ##ental nature of higher consciousness or total spiritual enlightenment , and as such the image adorned the entrance to all sacred temples and schools of initiation in egypt .

reference_raw: The winged cobra represents the transcendental nature of higher consciousness or total spiritual enlightenment, and as such, it decorated the entrance to all the sacred temples and schools of origin in Egypt.

reference_spacy_tokens: The winged cobra represents the transcendental nature of higher consciousness or total spiritual enlightenment , and as such , it decorated the entrance to all the sacred temples and schools of origin in Egypt .


fn_spacy_tokens_for_baseline: I had help lugging the heavy cases from Jim Wilson 's truck , but I had to do my share ; and even thinking of where to put things was exhausting .

source_bert_toks: i had help lu ##gging the heavy cases from jim wilson ' s truck , but i had to do my share ; and even thinking of where to put things was exhaust ##ing .

reference_raw: I helped pull the heavy suitcases out of Jim Wilson's car, but I had to do my part, and even thinking about where to put things was exhausting.

reference_spacy_tokens: I helped pull the heavy suitcases out of Jim Wilson 's car , but I had to do my part , and even thinking about where to put things was exhausting .


fn_spacy_tokens_for_baseline: On our first day we headed for that beautiful beach . but we did n't make it the temptation was too great to lounge by probably the largest and most stunning freshwater pool in the Canaries .

source_bert_toks: on our first day we headed for that beautiful beach . but we didn ' t make it the temptation was too great to lounge by probably the largest and most stunning freshwater pool in the can ##aries .

reference_raw: We went to that beautiful beach on our first day . . . but we didn't think that the temptation was too great for us to sit around the biggest and most stunning freshwater pond in the Canary Islands.

reference_spacy_tokens: We went to that beautiful beach on our first day . . . but we did n't think that the temptation was too great for us to sit around the biggest and most stunning freshwater pond in the Canary Islands .


fn_spacy_tokens_for_baseline: If he follows the correct path , he may be able to look back on this election as the high - water mark of far - left opposition .

source_bert_toks: if he follows the correct path , he may be able to look back on this election as the high - water mark of far - left opposition .

reference_raw: If he's on the right track, he can look back on this election as a high-water sign of a far-left opposition.

reference_spacy_tokens: If he 's on the right track , he can look back on this election as a high - water sign of a far - left opposition .


fn_spacy_tokens_for_baseline: He was nicknamed ' The Resurrection Man ' because he would row up and down the river by night , fishing up floating bodies -- and picking their pockets before he handed them over to the police and claimed his reward .

source_bert_toks: he was nicknamed ' the resurrection man ' because he would row up and down the river by night , fishing up floating bodies - - and picking their pockets before he handed them over to the police and claimed his reward .

reference_raw: They called him "The Resurrection Man" because he would line up and down the river in the middle of the night, catch up with the floating bodies-and pick up their pockets before handing them over to the police and claiming his reward.

reference_spacy_tokens: They called him " The Resurrection Man " because he would line up and down the river in the middle of the night , catch up with the floating bodies - and pick up their pockets before handing them over to the police and claiming his reward .


fn_spacy_tokens_for_baseline: We have three more games to go before I can relax and set about re - negotiating my pitiful contracts at the club and the DSS .

source_bert_toks: we have three more games to go before i can relax and set about re - negotiating my pit ##iful contracts at the club and the ds ##s .

reference_raw: We've got three more games to play before I can relax and start renegotiating my pathetic contracts at the club and the DSS.

reference_spacy_tokens: We 've got three more games to play before I can relax and start renegotiating my pathetic contracts at the club and the DSS .


fn_spacy_tokens_for_baseline: But he 'll be caged behind bars like everyone else ' .

source_bert_toks: but he ' ll be cage ##d behind bars like everyone else ' .

reference_raw: But he's trapped behind bars like everybody else's.

reference_spacy_tokens: But he 's trapped behind bars like everybody else 's .


fn_spacy_tokens_for_baseline: However , they also escaped the severe censure that might have been expected from the high - minded moralists who strutted busily through the Victorian England of his day .

source_bert_toks: however , they also escaped the severe ce ##ns ##ure that might have been expected from the high - minded moral ##ists who st ##rut ##ted bus ##ily through the victorian england of his day .

reference_raw: But they also escaped the serious censure that would have been expected of the noble moralists who had worked their way through the Victorian England of his day.

reference_spacy_tokens: But they also escaped the serious censure that would have been expected of the noble moralists who had worked their way through the Victorian England of his day .


fn_spacy_tokens_for_baseline: I would have murdered her if the knife had been sharper .

source_bert_toks: i would have murdered her if the knife had been sharpe ##r .

reference_raw: I'd kill her if the knife was sharp.

reference_spacy_tokens: I 'd kill her if the knife was sharp .


fn_spacy_tokens_for_baseline: The U.S. Department of Homeland Security was scheduled to break ground Monday at its National Biodefense Analysis and Countermeasures Center .

source_bert_toks: the u . s . department of homeland security was scheduled to break ground monday at its national bio ##de ##fen ##se analysis and counter ##me ##as ##ures center .

reference_raw: The U.S. Department of Homeland Security was scheduled to break ground at the National Biodefense Analysis and Countermeasures Centre on Monday.

reference_spacy_tokens: The U.S. Department of Homeland Security was scheduled to break ground at the National Biodefense Analysis and Countermeasures Centre on Monday .


fn_spacy_tokens_for_baseline: But even as she chuckled , Phoebe knew now that this was not fair .

source_bert_toks: but even as she chuckled , phoebe knew now that this was not fair .

reference_raw: But even as she laughed, Phoebe knew it wasn't fair.

reference_spacy_tokens: But even as she laughed , Phoebe knew it was n't fair .


fn_spacy_tokens_for_baseline: Now that it had been draped by thick blankets stripped from the beds upstairs it was very dark .

source_bert_toks: now that it had been draped by thick blankets stripped from the beds upstairs it was very dark .

reference_raw: Now that it was covered with thick blankets stripped from the beds above, it was very dark.

reference_spacy_tokens: Now that it was covered with thick blankets stripped from the beds above , it was very dark .


fn_spacy_tokens_for_baseline: asked whether the American army had helped him to kick his drug habit .

source_bert_toks: asked whether the american army had helped him to kick his drug habit .

reference_raw: asked if the U.S. Army had helped him dig up his drug addiction.

reference_spacy_tokens: asked if the U.S. Army had helped him dig up his drug addiction .


fn_spacy_tokens_for_baseline: But today he was on edge , anxious to have a distasteful duty done , careful that there should be no mistakes .

source_bert_toks: but today he was on edge , anxious to have a di ##sta ##ste ##ful duty done , careful that there should be no mistakes .

reference_raw: But he was at the edge of the day, eager to do his disgusting duty, careful not to make mistakes.

reference_spacy_tokens: But he was at the edge of the day , eager to do his disgusting duty , careful not to make mistakes .


fn_spacy_tokens_for_baseline: I noticed a small bald patch on the crown of his head .

source_bert_toks: i noticed a small bald patch on the crown of his head .

reference_raw: I noticed a small, bald spot on the top of his head.

reference_spacy_tokens: I noticed a small , bald spot on the top of his head .


fn_spacy_tokens_for_baseline: Stepson , a short - haired cat of some unaccountable breed , jumps up beside me on the seat .

source_bert_toks: steps ##on , a short - haired cat of some una ##cco ##unt ##able breed , jumps up beside me on the seat .

reference_raw: Stepson, a short-haired cat of some inexplicable breed, leaps to the seat next to me.

reference_spacy_tokens: Stepson , a short - haired cat of some inexplicable breed , leaps to the seat next to me .


fn_spacy_tokens_for_baseline: ' If we 're going to be absolutely truthful , I do n't give a monkey 's where she 's gone . '

source_bert_toks: ' if we ' re going to be absolutely truth ##ful , i don ' t give a monkey ' s where she ' s gone . '

reference_raw: "If we're going to be absolutely right, I don't care where the monkey went."

reference_spacy_tokens: " If we 're going to be absolutely right , I do n't care where the monkey went . "


fn_spacy_tokens_for_baseline: They trailed 20 - 7 at half - time as Harlequins ran through their repertoire of slick back - line moves in preparation for their Cup final showdown with Bath .

source_bert_toks: they trailed 20 - 7 at half - time as ha ##rle ##quin ##s ran through their repertoire of slick back - line moves in preparation for their cup final showdown with bath .

reference_raw: They trailed twenty-seven at half-time while the Harlequins raced through their repertoire of slippery back-line movements in preparation for the final Cup showdown with Bath.

reference_spacy_tokens: They trailed twenty - seven at half - time while the Harlequins raced through their repertoire of slippery back - line movements in preparation for the final Cup showdown with Bath .


fn_spacy_tokens_for_baseline: The agreement is being cited as a model for other companies working in Third World countries .

source_bert_toks: the agreement is being cited as a model for other companies working in third world countries .

reference_raw: The agreement is quoted as a model for other companies operating in third world countries.

reference_spacy_tokens: The agreement is quoted as a model for other companies operating in third world countries .


fn_spacy_tokens_for_baseline: A wide ice slope led gently up to the pass .

source_bert_toks: a wide ice slope led gently up to the pass .

reference_raw: A wide slope of ice led gently up the gorge.

reference_spacy_tokens: A wide slope of ice led gently up the gorge .


fn_spacy_tokens_for_baseline: He did n't make any sort of sign of recognition , but he gulped his drink with urgency .

source_bert_toks: he didn ' t make any sort of sign of recognition , but he gulped his drink with urgency .

reference_raw: He made no sign of recognition, but swallowed his drink urgently.

reference_spacy_tokens: He made no sign of recognition , but swallowed his drink urgently .


fn_spacy_tokens_for_baseline: The second mugger was black , taller than his accomplice and stocky wearing a bracelet on his wrist .

source_bert_toks: the second mug ##ger was black , taller than his acc ##omp ##lice and stock ##y wearing a bracelet on his wrist .

reference_raw: The other robber was black, taller than his companion, and stocky with a wristband.

reference_spacy_tokens: The other robber was black , taller than his companion , and stocky with a wristband .


fn_spacy_tokens_for_baseline: I inquired after my brother , Max , who had finally agreed a few months ago to work for Dad 's firm , and I established that he was in Paris for a few more days .

source_bert_toks: i inquired after my brother , max , who had finally agreed a few months ago to work for dad ' s firm , and i established that he was in paris for a few more days .

reference_raw: I asked after my brother Max, who finally agreed to work for his father's company a few months ago, and I found out he'd been in Paris for a couple of days.

reference_spacy_tokens: I asked after my brother Max , who finally agreed to work for his father 's company a few months ago , and I found out he 'd been in Paris for a couple of days .


fn_spacy_tokens_for_baseline: Take my advice , appreciate this ride for what it is -- a cultural experience -- and try to relax . '

source_bert_toks: take my advice , appreciate this ride for what it is - - a cultural experience - - and try to relax . '

reference_raw: Take my advice, value the ride for what it is - a cultural experience - and try to relax.'

reference_spacy_tokens: Take my advice , value the ride for what it is - a cultural experience - and try to relax . '


fn_spacy_tokens_for_baseline: ' Sold his soul to the devil in exchange for money , ' says Warner , ' and expects his creditor to come up and claim his own . '

source_bert_toks: ' sold his soul to the devil in exchange for money , ' says warner , ' and expects his credit ##or to come up and claim his own . '

reference_raw: He sold his soul to the devil in return for money, Warner says, and he expects his creditor to come and claim his own.

reference_spacy_tokens: He sold his soul to the devil in return for money , Warner says , and he expects his creditor to come and claim his own .


fn_spacy_tokens_for_baseline: Mildred , however , had been given a rather dim - witted tabby because there had n't been quite enough black ones to go round .

source_bert_toks: mildred , however , had been given a rather dim - wit ##ted tab ##by because there hadn ' t been quite enough black ones to go round .

reference_raw: Mildred, however, was given a rather vague tabby, for there was not enough black to walk around.

reference_spacy_tokens: Mildred , however , was given a rather vague tabby , for there was not enough black to walk around .


fn_spacy_tokens_for_baseline: The sophisticated research facilities in Iran could easily serve as a front for illicit BW - related activities and offer a legitimate excuse to import dual - use material .

source_bert_toks: the sophisticated research facilities in iran could easily serve as a front for illicit b ##w - related activities and offer a legitimate excuse to import dual - use material .

reference_raw: Intricate research facilities in Iran could easily serve as a front for illegal BW-related activities and provide a legitimate excuse for importing double-use materials.

reference_spacy_tokens: Intricate research facilities in Iran could easily serve as a front for illegal BW - related activities and provide a legitimate excuse for importing double - use materials .


fn_spacy_tokens_for_baseline: Communication breakdowns are the most prevalent symptom of organizational problems .

source_bert_toks: communication breakdown ##s are the most prevalent sy ##mpt ##om of organizational problems .

reference_raw: The most common sign of organisational problems is communication failure.

reference_spacy_tokens: The most common sign of organisational problems is communication failure .


fn_spacy_tokens_for_baseline: The rocks she sat behind shielded her from the lodge and the staff - cabins .

source_bert_toks: the rocks she sat behind shielded her from the lodge and the staff - cabins .

reference_raw: The rocks she sat behind protected her from the cabin and the cabins of the staff.

reference_spacy_tokens: The rocks she sat behind protected her from the cabin and the cabins of the staff .


fn_spacy_tokens_for_baseline: People taking certain medicines should not take alcohol at the same time , or maybe not take it at all because the alcohol will have a more pronounced effect under / or the effect of the medicine will be altered .

source_bert_toks: people taking certain medicines should not take alcohol at the same time , or maybe not take it at all because the alcohol will have a more pronounced effect under / or the effect of the medicine will be altered .

reference_raw: People who are taking certain medicines should not take, or may not take any of these medicines at the same time, because they will have a more pronounced effect under the medicine or the effect of the medicine will change.

reference_spacy_tokens: People who are taking certain medicines should not take , or may not take any of these medicines at the same time , because they will have a more pronounced effect under the medicine or the effect of the medicine will change .


fn_spacy_tokens_for_baseline: When Mo said she was in favour of overhauling the system , Sharon asked : ' How ?

source_bert_toks: when mo said she was in favour of overhaul ##ing the system , sharon asked : ' how ?

reference_raw: When Mo said she wanted to change the system, Sharon said, "How?

reference_spacy_tokens: When Mo said she wanted to change the system , Sharon said , " How ?


fn_spacy_tokens_for_baseline: Buckthorn had been bitten in the foreleg and the wound , in the manner of a rat - bite , was irritant and painful .

source_bert_toks: buck ##thor ##n had been bitten in the fore ##leg and the wound , in the manner of a rat - bite , was ir ##ritan ##t and painful .

reference_raw: Buckthorn was bitten in the front leg, and the wound, like a rat bite, was irritating and painful.

reference_spacy_tokens: Buckthorn was bitten in the front leg , and the wound , like a rat bite , was irritating and painful .


fn_spacy_tokens_for_baseline: The observation that the period of the sleep / wake rhythm differs from 24 hours is important because it indicates that environmental cues can not have been responsible .

source_bert_toks: the observation that the period of the sleep / wake rhythm differs from 24 hours is important because it indicates that environmental cues can not have been responsible .

reference_raw: It is important to note that the period of sleep/wake is different from 24 hours, since it suggests that environmental cues cannot be responsible.

reference_spacy_tokens: It is important to note that the period of sleep / wake is different from 24 hours , since it suggests that environmental cues can not be responsible .


fn_spacy_tokens_for_baseline: His realism was not the realism of his forebears .

source_bert_toks: his realism was not the realism of his fore ##be ##ars .

reference_raw: His realism wasn't his ancestors' realism.

reference_spacy_tokens: His realism was n't his ancestors ' realism .


fn_spacy_tokens_for_baseline: He had promised the Abbey buildings to Anne of Cleves , but had not put his Royal seal to the document , leaving Anne in something of a predicament after his death .

source_bert_toks: he had promised the abbey buildings to anne of cl ##eves , but had not put his royal seal to the document , leaving anne in something of a pre ##dic ##ament after his death .

reference_raw: He promised Anna of Cleves the Abbey buildings, but he didn't put his royal seal on the paper, leaving Anne in some sort of trouble after he died.

reference_spacy_tokens: He promised Anna of Cleves the Abbey buildings , but he did n't put his royal seal on the paper , leaving Anne in some sort of trouble after he died .


fn_spacy_tokens_for_baseline: A court in the Chinese city of Shanghai sentenced Li Xinghua for disfiguring Pan Ping , 24 , who was burned over 30 per cent of her body , including her face .

source_bert_toks: a court in the chinese city of shanghai sentenced li xi ##ng ##hua for di ##sf ##ig ##uring pan ping , 24 , who was burned over 30 per cent of her body , including her face .

reference_raw: A court in the Chinese city of Shanghai sentenced Li Xinghua to disfigure Pan Ping, 24 years old, who was incinerated more than 30 percent of her body, including her face.

reference_spacy_tokens: A court in the Chinese city of Shanghai sentenced Li Xinghua to disfigure Pan Ping , 24 years old , who was incinerated more than 30 percent of her body , including her face .


fn_spacy_tokens_for_baseline: It followed Iraq 's formal acceptance that it would comply with a UN directive demanding that it submit by March 27 a comprehensive plan for the destruction of equipment and installations used for its ballistic missiles programme .

source_bert_toks: it followed iraq ' s formal acceptance that it would comply with a un directive demanding that it submit by march 27 a comprehensive plan for the destruction of equipment and installations used for its ballistic missiles programme .

reference_raw: It followed the formal acceptance of Iraq to comply with the United Nations Directive requiring it to present by March 27 a comprehensive plan for the destruction of equipment and equipment used for its ballistic missile programme.

reference_spacy_tokens: It followed the formal acceptance of Iraq to comply with the United Nations Directive requiring it to present by March 27 a comprehensive plan for the destruction of equipment and equipment used for its ballistic missile programme .


fn_spacy_tokens_for_baseline: The programme had changed : a collie dog was now gambolling about , apparently seeking aid for a distressed shepherd .

source_bert_toks: the programme had changed : a col ##lie dog was now ga ##mbo ##lling about , apparently seeking aid for a distressed shepherd .

reference_raw: The program had changed: the collie dog was playing around now, apparently looking for help from a troubled shepherd.

reference_spacy_tokens: The program had changed : the collie dog was playing around now , apparently looking for help from a troubled shepherd .


fn_spacy_tokens_for_baseline: Someone swiped one of little Alec Davidson 's gym shoes and tossed it ahead to the front of the uneven column .

source_bert_toks: someone swiped one of little alec davidson ' s gym shoes and tossed it ahead to the front of the uneven column .

reference_raw: Someone changed one of Alec Davidson's gym boots and threw it in front of the uneven column.

reference_spacy_tokens: Someone changed one of Alec Davidson 's gym boots and threw it in front of the uneven column .


fn_spacy_tokens_for_baseline: But even were Mr Li to harbour such intentions , he would run the risk of seeing Mr Zhu come out shining .

source_bert_toks: but even were mr li to harbour such intentions , he would run the risk of seeing mr zhu come out shining .

reference_raw: But even if Mr. Li were to have such intentions, he'd be in danger of seeing Mr. Zhu shine out.

reference_spacy_tokens: But even if Mr. Li were to have such intentions , he 'd be in danger of seeing Mr. Zhu shine out .


fn_spacy_tokens_for_baseline: By investing products with meanings from other sign systems , Williamson argues that receivers are caught up in an ideological bind .

source_bert_toks: by investing products with meanings from other sign systems , williamson argues that receivers are caught up in an ideological bind .

reference_raw: By investing in products with the meaning of other sign systems, Williamson claims that the receivers are trapped in an ideological bond.

reference_spacy_tokens: By investing in products with the meaning of other sign systems , Williamson claims that the receivers are trapped in an ideological bond .


fn_spacy_tokens_for_baseline: Its restored lobby is Hong Kong 's most elegant gathering place ; afternoon tea here is a visitors ' ritual .

source_bert_toks: its restored lobby is hong kong ' s most elegant gathering place ; afternoon tea here is a visitors ' ritual .

reference_raw: Its restored lobby is the most elegant gathering place in Hong Kong; afternoon tea is a visiting ritual.

reference_spacy_tokens: Its restored lobby is the most elegant gathering place in Hong Kong ; afternoon tea is a visiting ritual .


fn_spacy_tokens_for_baseline: Of course , neither should we forget the shadowy Priory of Sion , the organisation that Lincoln spent much time on in his excellent bestseller The Holy Blood and the Holy Grail .

source_bert_toks: of course , neither should we forget the shadowy priory of si ##on , the organisation that lincoln spent much time on in his excellent bestseller the holy blood and the holy gr ##ail .

reference_raw: And, of course, we should not forget the dark Priory of Sion, the organization Lincoln spent a lot of time in his brilliant bestseller, the Holy Blood and the Holy Grail.

reference_spacy_tokens: And , of course , we should not forget the dark Priory of Sion , the organization Lincoln spent a lot of time in his brilliant bestseller , the Holy Blood and the Holy Grail .


fn_spacy_tokens_for_baseline: Paula_Zahn : Speeding up production of vaccines and buying the anti - viral drugs ( ( Tamoflu ) ) and ( ( Rolenzo ) ) which in some cases prevent flu infection .

source_bert_toks: paula _ za ##hn : speeding up production of vaccines and buying the anti - viral drugs ( ( tam ##of ##lu ) ) and ( ( role ##nzo ) ) which in some cases prevent flu infection .

reference_raw: Paula_Zahn: Accelerating the production of vaccines and the purchase of antiviral medicines ((Tamoflu)) and (Rolenzo) which in some cases avoid influenza infection.

reference_spacy_tokens: Paula_Zahn : Accelerating the production of vaccines and the purchase of antiviral medicines ( ( Tamoflu ) ) and ( Rolenzo ) which in some cases avoid influenza infection .


fn_spacy_tokens_for_baseline: Protoplasts from different strains of plant have been joined , giving rise to a completely new variety blending characteristics from each parent .

source_bert_toks: proto ##pl ##ast ##s from different strains of plant have been joined , giving rise to a completely new variety blending characteristics from each parent .

reference_raw: Protoplasts from different plant strains have been combined, resulting in a completely new variety mixing characteristic for each parent.

reference_spacy_tokens: Protoplasts from different plant strains have been combined , resulting in a completely new variety mixing characteristic for each parent .


fn_spacy_tokens_for_baseline: Once a week ( if the weather is fine ) there is a barbecue in the garden .

source_bert_toks: once a week ( if the weather is fine ) there is a barbecue in the garden .

reference_raw: There's a grill in the garden once a week (if the weather's fine).

reference_spacy_tokens: There 's a grill in the garden once a week ( if the weather 's fine ) .


fn_spacy_tokens_for_baseline: Enemy aircraft swarmed overhead , methodically searching each gully and outcrop .

source_bert_toks: enemy aircraft swarm ##ed overhead , method ##ically searching each gu ##lly and out ##cr ##op .

reference_raw: The enemy planes surged overhead, methodically searching every gully and outcrop.

reference_spacy_tokens: The enemy planes surged overhead , methodically searching every gully and outcrop .


fn_spacy_tokens_for_baseline: Hull hit back with a penalty try in the 48th minute when Aussie Scott Gale grubber kicked and was obstructed by second rower Paul Dixon .

source_bert_toks: hull hit back with a penalty try in the 48th minute when aus ##sie scott gale gr ##ub ##ber kicked and was ob ##st ##ru ##cted by second rower paul dixon .

reference_raw: Hull struck back with a punitive attempt in the 48th minute, when Australia Scott Gale Grubber kicked and was blocked by a second rower, Paul Dixon.

reference_spacy_tokens: Hull struck back with a punitive attempt in the 48th minute , when Australia Scott Gale Grubber kicked and was blocked by a second rower , Paul Dixon .


fn_spacy_tokens_for_baseline: Women , especially mothers , are often guilty of birth gossip , and unwittingly create fear in the minds of first - time mothers .

source_bert_toks: women , especially mothers , are often guilty of birth gossip , and un ##wi ##tting ##ly create fear in the minds of first - time mothers .

reference_raw: Women, especially mothers, are often guilty of birth rumors and inadvertently create fear in the minds of first-time mothers.

reference_spacy_tokens: Women , especially mothers , are often guilty of birth rumors and inadvertently create fear in the minds of first - time mothers .


fn_spacy_tokens_for_baseline: If he added a bottle of wine , the occasion would be quite festive .

source_bert_toks: if he added a bottle of wine , the occasion would be quite fest ##ive .

reference_raw: If he added a glass of wine, the opportunity would have been quite festive.

reference_spacy_tokens: If he added a glass of wine , the opportunity would have been quite festive .


fn_spacy_tokens_for_baseline: 3.30AM I pass under the Santa Monica freeway and breathe a sigh of relief .

source_bert_toks: 3 . 30 ##am i pass under the santa monica freeway and breathe a sigh of relief .

reference_raw: 3:30 a.m. I walk under the Santa Monica Highway and breathe a sigh of relief.

reference_spacy_tokens: 3:30 a.m. I walk under the Santa Monica Highway and breathe a sigh of relief .


fn_spacy_tokens_for_baseline: Lucien enjoyed spending time in his company , but anticipated the day when this flimsy alliance would end .

source_bert_toks: lucien enjoyed spending time in his company , but anticipated the day when this fl ##im ##sy alliance would end .

reference_raw: Lucien liked to spend time with him, but he expected the day when this fragile alliance would end.

reference_spacy_tokens: Lucien liked to spend time with him , but he expected the day when this fragile alliance would end .


fn_spacy_tokens_for_baseline: Imelda Marcos was arraigned in Manila on seven tax evasion charges on Dec. 9 , arising from her alleged failure to pay income and estate taxes .

source_bert_toks: im ##eld ##a marcos was ar ##rai ##gned in manila on seven tax eva ##sion charges on dec . 9 , arising from her alleged failure to pay income and estate taxes .

reference_raw: In Manila, Imelda Marcos was accused of seven tax evasion charges against Dec. 9 resulting from her alleged non-payment of income and property taxes.

reference_spacy_tokens: In Manila , Imelda Marcos was accused of seven tax evasion charges against Dec. 9 resulting from her alleged non - payment of income and property taxes .


fn_spacy_tokens_for_baseline: It is only in the last 40 years with the growth of commuting that the towns on the outskirts -- like say Arnold -- have developed and grown .

source_bert_toks: it is only in the last 40 years with the growth of com ##mut ##ing that the towns on the outskirts - - like say arnold - - have developed and grown .

reference_raw: Only in the last 40 years, with the rise of commuting, have the cities on the outskirts - let's say Arnold - developed and grew.

reference_spacy_tokens: Only in the last 40 years , with the rise of commuting , have the cities on the outskirts - let 's say Arnold - developed and grew .


fn_spacy_tokens_for_baseline: Later , in 454 b.c . , the treasury was transferred to Athens and its deposits were used to finance the construction of many of the major buildings and temples of the Classical Age .

source_bert_toks: later , in 45 ##4 b . c . , the treasury was transferred to athens and its deposits were used to finance the construction of many of the major buildings and temples of the classical age .

reference_raw: Subsequently, in 454 b.c., the Treasury was transferred to Athens and its deposits were used to finance the construction of many of the main buildings and temples of the classical age.

reference_spacy_tokens: Subsequently , in 454 b.c . , the Treasury was transferred to Athens and its deposits were used to finance the construction of many of the main buildings and temples of the classical age .


fn_spacy_tokens_for_baseline: They mean no disrespect to your ma . '

source_bert_toks: they mean no di ##sr ##es ##pe ##ct to your ma . '

reference_raw: 'They don't mean to offend your mother.'

reference_spacy_tokens: ' They do n't mean to offend your mother . '


fn_spacy_tokens_for_baseline: The modern manager establishes his machismo , not by creating a business that can employ thousands , but by buying a business and then chucking all his supposedly supernumerary workers on the dole .

source_bert_toks: the modern manager establishes his mach ##ism ##o , not by creating a business that can employ thousands , but by buying a business and then chuck ##ing all his supposedly super ##num ##era ##ry workers on the do ##le .

reference_raw: A modern manager creates his machism not by creating a business that can employ thousands of people, but by buying a business and then throwing all of his supposedly supernumerary workers into the dole.

reference_spacy_tokens: A modern manager creates his machism not by creating a business that can employ thousands of people , but by buying a business and then throwing all of his supposedly supernumerary workers into the dole .


fn_spacy_tokens_for_baseline: He and his sister stood on either side of the bed , bending over her as if to protect her from the perils of the night with their own flesh and bone .

source_bert_toks: he and his sister stood on either side of the bed , bending over her as if to protect her from the per ##ils of the night with their own flesh and bone .

reference_raw: He and his sister stood on either side of the bed, bending over her as if to protect her from the dangers of the night.

reference_spacy_tokens: He and his sister stood on either side of the bed , bending over her as if to protect her from the dangers of the night .


fn_spacy_tokens_for_baseline: Indian culture is still imagined as timeless , forever corresponding to a primitive stage of European history and art history ; but the Indian tradition was both amplified and transformed by contact with the pioneers .

source_bert_toks: indian culture is still imagined as timeless , forever corresponding to a primitive stage of european history and art history ; but the indian tradition was both amplified and transformed by contact with the pioneers .

reference_raw: Indian culture is still thought to be timeless, always consistent with the primitive phase of European history and artistic history; but the Indian tradition has been strengthened and changed by contact with pioneers.

reference_spacy_tokens: Indian culture is still thought to be timeless , always consistent with the primitive phase of European history and artistic history ; but the Indian tradition has been strengthened and changed by contact with pioneers .


fn_spacy_tokens_for_baseline: Biff did n't seem unduly bothered ; he was chasing away his hangover with stinging gulps from his flask .

source_bert_toks: bi ##ff didn ' t seem und ##ul ##y bothered ; he was chasing away his hang ##over with stinging gulp ##s from his fl ##ask .

reference_raw: Biff seemed unnecessarily unconcerned; he chased the hangover with stinging swallows from the bottle.

reference_spacy_tokens: Biff seemed unnecessarily unconcerned ; he chased the hangover with stinging swallows from the bottle .


fn_spacy_tokens_for_baseline: And in spite of the Chief Whip 's creditable showing , Earle could not believe that Urquhart would succeed because he had no senior Cabinet experience of running any great Department of State , and at the end of the day experience really counted for the top job .

source_bert_toks: and in spite of the chief whip ' s credit ##able showing , earle could not believe that ur ##qu ##hart would succeed because he had no senior cabinet experience of running any great department of state , and at the end of the day experience really counted for the top job .

reference_raw: And despite the reputable performance of the Chief Whip, Earle couldn't believe Urquhart would succeed because he didn't have any senior government experience in running a major State Department, and at the end of the day, experience really counted for the top job.

reference_spacy_tokens: And despite the reputable performance of the Chief Whip , Earle could n't believe Urquhart would succeed because he did n't have any senior government experience in running a major State Department , and at the end of the day , experience really counted for the top job .


fn_spacy_tokens_for_baseline: Boots crunching on broken rock .

source_bert_toks: boots crunch ##ing on broken rock .

reference_raw: Boots crackling on broken rock.

reference_spacy_tokens: Boots crackling on broken rock .


fn_spacy_tokens_for_baseline: NEW YORK ( AP ) --- The federal jury deliberating insurance fraud charges against boxing promoter Don King said Thursday it was deadlocked and unable to reach a verdict .

source_bert_toks: new york ( ap ) - - - the federal jury del ##ibe ##rating insurance fraud charges against boxing promoter don king said thursday it was dead ##lock ##ed and unable to reach a verdict .

reference_raw: New York (AP) - A federal jury investigating insurance fraud charges against boxing promoter Don King said on Thursday that he was deadlocked and unable to reach a verdict.

reference_spacy_tokens: New York ( AP ) - A federal jury investigating insurance fraud charges against boxing promoter Don King said on Thursday that he was deadlocked and unable to reach a verdict .


fn_spacy_tokens_for_baseline: Although the lungs were removed during mummification , the heart was left in the body for its crucial test in the judgement of the dead .

source_bert_toks: although the lungs were removed during mum ##mi ##fication , the heart was left in the body for its crucial test in the judgement of the dead .

reference_raw: Although the lungs were removed during the mummifying process, the heart was left in the body for a critical test in the judgment of the dead.

reference_spacy_tokens: Although the lungs were removed during the mummifying process , the heart was left in the body for a critical test in the judgment of the dead .


fn_spacy_tokens_for_baseline: People stop having children when the future they face is too appalling .

source_bert_toks: people stop having children when the future they face is too app ##all ##ing .

reference_raw: People don't have kids when the future they're facing is too scary.

reference_spacy_tokens: People do n't have kids when the future they 're facing is too scary .


fn_spacy_tokens_for_baseline: Endill watched in horror as he began hitting the handle , swinging against it with all his might .

source_bert_toks: end ##ill watched in horror as he began hitting the handle , swinging against it with all his might .

reference_raw: Endill watched in horror as he began to hit the handle, swinging at it with all his strength.

reference_spacy_tokens: Endill watched in horror as he began to hit the handle , swinging at it with all his strength .


fn_spacy_tokens_for_baseline: Soon afterwards General Allenby captured Jerusalem and Lawrence of Arabia galloped into Damascus and into uncomfortable legend .

source_bert_toks: soon afterwards general allen ##by captured jerusalem and lawrence of arabia gallo ##ped into damascus and into uncomfortable legend .

reference_raw: Soon after that, General Allenby took Jerusalem, and Lawrence of Arabia galloped to Damascus and the uncomfortable legend.

reference_spacy_tokens: Soon after that , General Allenby took Jerusalem , and Lawrence of Arabia galloped to Damascus and the uncomfortable legend .


fn_spacy_tokens_for_baseline: Witnesses are being sought and a reward is being offered .

source_bert_toks: witnesses are being sought and a reward is being offered .

reference_raw: We're looking for witnesses, and we're offering a reward.

reference_spacy_tokens: We 're looking for witnesses , and we 're offering a reward .


fn_spacy_tokens_for_baseline: Charles stood on the narrow pavement , leaning on the wooden parapet , and looked down into the water , which seemed infinitely deep in the darkness .

source_bert_toks: charles stood on the narrow pavement , leaning on the wooden parapet , and looked down into the water , which seemed infinitely deep in the darkness .

reference_raw: Charles was standing on a narrow sidewalk, leaning against a wooden parapet, looking down at the water that seemed infinitely deep in the darkness.

reference_spacy_tokens: Charles was standing on a narrow sidewalk , leaning against a wooden parapet , looking down at the water that seemed infinitely deep in the darkness .


fn_spacy_tokens_for_baseline: And the old Dublin is with us , too -- the irreverent city of wit and charm and that peculiar magic possessed by Ireland and the Irish .

source_bert_toks: and the old dublin is with us , too - - the ir ##re ##vere ##nt city of wit and charm and that peculiar magic possessed by ireland and the irish .

reference_raw: The old Dublin is with us, too - an irrespectable city of wit and charm, and a strange spell possessed by Ireland and the Irish.

reference_spacy_tokens: The old Dublin is with us , too - an irrespectable city of wit and charm , and a strange spell possessed by Ireland and the Irish .


fn_spacy_tokens_for_baseline: The development of ballistic missiles and long - range artillery rockets within Iran has proceeded in a relatively steady , logical , and predictable manner .

source_bert_toks: the development of ballistic missiles and long - range artillery rockets within iran has proceeded in a relatively steady , logical , and predictable manner .

reference_raw: The development of ballistic missiles and long-range artillery missiles in Iran has continued in a relatively stable, logical and predictable way.

reference_spacy_tokens: The development of ballistic missiles and long - range artillery missiles in Iran has continued in a relatively stable , logical and predictable way .


fn_spacy_tokens_for_baseline: Delicately and discreetly she parted flesh from bone .

source_bert_toks: delicately and discreet ##ly she parted flesh from bone .

reference_raw: She gently and discreetly separated the flesh from the bone.

reference_spacy_tokens: She gently and discreetly separated the flesh from the bone .


fn_spacy_tokens_for_baseline: Vines , as a non - member , was directed to retire from the meeting , but he was apparently responsible for some insurrection among the student members .

source_bert_toks: vines , as a non - member , was directed to retire from the meeting , but he was apparently responsible for some insurrection among the student members .

reference_raw: As a non-member, Vines had been ordered to leave the meeting, but apparently he was responsible for some insurgency among the students.

reference_spacy_tokens: As a non - member , Vines had been ordered to leave the meeting , but apparently he was responsible for some insurgency among the students .


fn_spacy_tokens_for_baseline: But one forgetful employee told his boss a grandmother had died four times in one month .

source_bert_toks: but one forget ##ful employee told his boss a grandmother had died four times in one month .

reference_raw: But a forgotten employee told his boss that his grandmother died four times in a month.

reference_spacy_tokens: But a forgotten employee told his boss that his grandmother died four times in a month .


fn_spacy_tokens_for_baseline: that harm is the result of a lack of parental care or the child being beyond parental control .

reference_raw: that the damage is the result of a lack of care or the fact that the child is outside the control of the parents.

reference_spacy_tokens: that the damage is the result of a lack of care or the fact that the child is outside the control of the parents .


fn_spacy_tokens_for_baseline: It is pathetic to see Bedivere the bold in such a state .

source_bert_toks: it is pathetic to see bed ##iver ##e the bold in such a state .

reference_raw: It's a shame to see Bedivere so brave in this condition.

reference_spacy_tokens: It 's a shame to see Bedivere so brave in this condition .


fn_spacy_tokens_for_baseline: The most potent influence however , seems to have been hieratic Mrs Vreeland : ' The first time I saw Diana , I was mesmerized : she looked so incredible .

source_bert_toks: the most potent influence however , seems to have been hi ##era ##tic mrs vr ##ee ##land : ' the first time i saw diana , i was me ##sm ##eri ##zed : she looked so incredible .

reference_raw: But the most powerful influence seemed to be the hieratic Mrs. Vreeland: 'When I first saw Diana, I was hypnotized: she looked so unbelievable.

reference_spacy_tokens: But the most powerful influence seemed to be the hieratic Mrs. Vreeland : ' When I first saw Diana , I was hypnotized : she looked so unbelievable .


fn_spacy_tokens_for_baseline: Arrange on a plate and garnish with lemon wedges .

source_bert_toks: arrange on a plate and ga ##rn ##ish with lemon wedge ##s .

reference_raw: Set up on a plate and paint with lemon wedges.

reference_spacy_tokens: Set up on a plate and paint with lemon wedges .


fn_spacy_tokens_for_baseline: All thanks to BBC Gardeners ' World Magazine and Guinness Original .

source_bert_toks: all thanks to bbc gardener ##s ' world magazine and guinness original .

reference_raw: All thanks to the World Journal of the BBC Gardeners and the Guinness Original.

reference_spacy_tokens: All thanks to the World Journal of the BBC Gardeners and the Guinness Original .


fn_spacy_tokens_for_baseline: I like to enjoy my Animal , ' she roared predatorily , smacking her lips .

source_bert_toks: i like to enjoy my animal , ' she roared predator ##ily , smack ##ing her lips .

reference_raw: I like to enjoy my animal," she roared wildly, slapping her lips.

reference_spacy_tokens: I like to enjoy my animal , " she roared wildly , slapping her lips .


fn_spacy_tokens_for_baseline: The government wants fighters to set free 16 soldiers and officials taken captive last week , surrender tribesmen involved in the fighting , and expel foreign fighters or show the military where to find them .

source_bert_toks: the government wants fighters to set free 16 soldiers and officials taken captive last week , surrender tribes ##men involved in the fighting , and ex ##pel foreign fighters or show the military where to find them .

reference_raw: The government wants fighters to release 16 soldiers and officials captured last week, surrender the natives involved in the fight, expel foreign fighters, or show the army where to find them.

reference_spacy_tokens: The government wants fighters to release 16 soldiers and officials captured last week , surrender the natives involved in the fight , expel foreign fighters , or show the army where to find them .


fn_spacy_tokens_for_baseline: Position cake against the green parcel .

source_bert_toks: position cake against the green parcel .

reference_raw: Place the cake against the green package.

reference_spacy_tokens: Place the cake against the green package .


fn_spacy_tokens_for_baseline: He knelt to check the old man 's pulse only to discover that the President was uncaring rather than unconscious .

source_bert_toks: he knelt to check the old man ' s pulse only to discover that the president was un ##car ##ing rather than unconscious .

reference_raw: He dropped to his knees to check the old man's pulse, only to see that the President was not caring, not unconscious.

reference_spacy_tokens: He dropped to his knees to check the old man 's pulse , only to see that the President was not caring , not unconscious .


fn_spacy_tokens_for_baseline: It is worth pausing to look at the degree of crowd disorder associated with these sports and the possible reasons for such profiles .

source_bert_toks: it is worth pausing to look at the degree of crowd disorder associated with these sports and the possible reasons for such profiles .

reference_raw: It is worth stopping to examine the degree of crowd disease associated with these sports and the possible reasons for such profiles.

reference_spacy_tokens: It is worth stopping to examine the degree of crowd disease associated with these sports and the possible reasons for such profiles .


fn_spacy_tokens_for_baseline: Remember his pigtailed ex - manager Tim Hudson 's trumpetings about Ian going to Hollywood ?

source_bert_toks: remember his pig ##tail ##ed ex - manager tim hudson ' s trumpet ##ings about ian going to hollywood ?

reference_raw: Do you remember his pig-tailed ex-manager Tim Hudson's trumpets about Ian going to Hollywood?

reference_spacy_tokens: Do you remember his pig - tailed ex - manager Tim Hudson 's trumpets about Ian going to Hollywood ?


fn_spacy_tokens_for_baseline: Here , in this seat of Higher Learning , it 's not enough to prove Dandy was pissed enough to've walked on the bloody water , let alone drowned in it .

source_bert_toks: here , in this seat of higher learning , it ' s not enough to prove dan ##dy was pissed enough to ' ve walked on the bloody water , let alone drowned in it .

reference_raw: Here, in this place of higher education, it's not enough to prove that Dandy was angry enough to walk on bloody water, much less drown in it.

reference_spacy_tokens: Here , in this place of higher education , it 's not enough to prove that Dandy was angry enough to walk on bloody water , much less drown in it .


fn_spacy_tokens_for_baseline: A man sitting at a three - legged stool emptied a dustpan full of rubbish over his suit and then removed it with a battery powered mini vacuum cleaner .

source_bert_toks: a man sitting at a three - legged stool emptied a dust ##pan full of rubbish over his suit and then removed it with a battery powered mini vacuum cleaner .

reference_raw: The man sitting at the three-legged stool drained a dustpan filled with garbage over his suit, then removed it with a battery-powered mini vacuum cleaner.

reference_spacy_tokens: The man sitting at the three - legged stool drained a dustpan filled with garbage over his suit , then removed it with a battery - powered mini vacuum cleaner .


fn_spacy_tokens_for_baseline: ' I pity you ! ' said Rose in a broken voice .

source_bert_toks: ' i pity you ! ' said rose in a broken voice .

reference_raw: 'I feel sorry for you!' said Rose, her voice broken.

reference_spacy_tokens: ' I feel sorry for you ! ' said Rose , her voice broken .


fn_spacy_tokens_for_baseline: The last viceroyalty was thus conceived -- by , of all people , a Labour prime minister , but one , it must be remembered , who was at Haileybury -- as a supreme test of British adeptness in the gentlemanly art of leadership .

source_bert_toks: the last viceroy ##al ##ty was thus conceived - - by , of all people , a labour prime minister , but one , it must be remembered , who was at hailey ##bury - - as a supreme test of british adept ##ness in the gentleman ##ly art of leadership .

reference_raw: So the last viceroyalty was conceived - by the Prime Minister of Labour, of all people, but one, it must be remembered, who was in Haileybury - as the ultimate test of British skill in the gentlemanly art of leadership.

reference_spacy_tokens: So the last viceroyalty was conceived - by the Prime Minister of Labour , of all people , but one , it must be remembered , who was in Haileybury - as the ultimate test of British skill in the gentlemanly art of leadership .


fn_spacy_tokens_for_baseline: " I heard Tyson was getting out of the jailhouse pretty quick , and he said if he gets out today , he 'll whip George tomorrow .

source_bert_toks: " i heard tyson was getting out of the jail ##house pretty quick , and he said if he gets out today , he ' ll whip george tomorrow .

reference_raw: "I heard Tyson got out of prison pretty fast, and he said that if he got out today, he'd whip George tomorrow.

reference_spacy_tokens: " I heard Tyson got out of prison pretty fast , and he said that if he got out today , he 'd whip George tomorrow .


fn_spacy_tokens_for_baseline: Something about an Iron Casket that had held secrets of the Ancient Past .

source_bert_toks: something about an iron casket that had held secrets of the ancient past .

reference_raw: Something about an iron coffin that kept secrets from the ancient past.

reference_spacy_tokens: Something about an iron coffin that kept secrets from the ancient past .


fn_spacy_tokens_for_baseline: ' I just find it hard to accept , ' he said , looking out over the auditorium , ' that I 'm here with the court poet of Richard the First , who 's about to give a concert in a specially built auditorium somewhere in the middle of the Hundred Years War .

source_bert_toks: ' i just find it hard to accept , ' he said , looking out over the auditorium , ' that i ' m here with the court poet of richard the first , who ' s about to give a concert in a specially built auditorium somewhere in the middle of the hundred years war .

reference_raw: "It's just hard to accept," he said, looking out over the audience, "that I'm here with the court poet Richard the First, who is about to perform a concert in a specially constructed audience somewhere in the middle of the Hundred Years War.

reference_spacy_tokens: " It 's just hard to accept , " he said , looking out over the audience , " that I 'm here with the court poet Richard the First , who is about to perform a concert in a specially constructed audience somewhere in the middle of the Hundred Years War .


fn_spacy_tokens_for_baseline: The Noriega forces had gained entrance to the barracks headquarters where a group of army offices mutinied early yesterday .

source_bert_toks: the nor ##ieg ##a forces had gained entrance to the barracks headquarters where a group of army offices mu ##tin ##ied early yesterday .

reference_raw: Noriega's troops had reached the barracks headquarters, where a group of military offices had rebelled early yesterday.

reference_spacy_tokens: Noriega 's troops had reached the barracks headquarters , where a group of military offices had rebelled early yesterday .


fn_spacy_tokens_for_baseline: In his more recent works , Sukenick has moved even further away from conventional narrative sequences .

source_bert_toks: in his more recent works , su ##ken ##ick has moved even further away from conventional narrative sequences .

reference_raw: Sukenick had moved further away from the traditional narrative sequences in his recent papers.

reference_spacy_tokens: Sukenick had moved further away from the traditional narrative sequences in his recent papers .


fn_spacy_tokens_for_baseline: I left with some enchanting images , from the old woman by her fireside in Cregneish Folk Village , quietly treading her wheel while speckled hens strutted back and forth across her threshold , to the lone figure in the rain on Douglas beach digging for clams .

source_bert_toks: i left with some en ##chan ##ting images , from the old woman by her fires ##ide in cr ##eg ##ne ##ish folk village , quietly tread ##ing her wheel while spec ##kled hen ##s st ##rut ##ted back and forth across her threshold , to the lone figure in the rain on douglas beach digging for cl ##ams .

reference_raw: I left with a few charming images, from the old woman by the fire in Cregneish People's Village, treading quietly on the wheel while the speckled hens moved back and forth across the threshold, to the lonely figure in the rain on Douglas Beach, digging for clams.

reference_spacy_tokens: I left with a few charming images , from the old woman by the fire in Cregneish People 's Village , treading quietly on the wheel while the speckled hens moved back and forth across the threshold , to the lonely figure in the rain on Douglas Beach , digging for clams .


fn_spacy_tokens_for_baseline: This is not to disparage local and national work -- that 's the basis of everything .

source_bert_toks: this is not to di ##spar ##age local and national work - - that ' s the basis of everything .

reference_raw: It's not to upset local and national work - that's what it's all about.

reference_spacy_tokens: It 's not to upset local and national work - that 's what it 's all about .


fn_spacy_tokens_for_baseline: The floor was tiled in a deep terracotta shade , but there was no furniture apart from a black enamelled stove standing in one corner on a raised hearth .

source_bert_toks: the floor was tiled in a deep terra ##cott ##a shade , but there was no furniture apart from a black enamel ##led stove standing in one corner on a raised hearth .

reference_raw: The floor was covered with a deep terracotta shadow, but there was no furniture except a black enamelled stove in one corner of the raised fireplace.

reference_spacy_tokens: The floor was covered with a deep terracotta shadow , but there was no furniture except a black enamelled stove in one corner of the raised fireplace .


fn_spacy_tokens_for_baseline: Perhaps Mr. Gordon had good reason to feel sore with Mandy , who had chosen to step into the bog just when he wanted Brown Owl to be thinking about becoming his wife .

source_bert_toks: perhaps mr . gordon had good reason to feel sore with mandy , who had chosen to step into the bog just when he wanted brown owl to be thinking about becoming his wife .

reference_raw: Maybe Mr. Gordon had good reason to feel sore about Mandy, who decided to enter the swamp just when he wanted Brown Owl to think about becoming his wife.

reference_spacy_tokens: Maybe Mr. Gordon had good reason to feel sore about Mandy , who decided to enter the swamp just when he wanted Brown Owl to think about becoming his wife .


fn_spacy_tokens_for_baseline: ' Watch out ! ' you yelled as I set off on holiday .

source_bert_toks: ' watch out ! ' you yelled as i set off on holiday .

reference_raw: "Watch out!" you shouted as I went on vacation.

reference_spacy_tokens: " Watch out ! " you shouted as I went on vacation .


fn_spacy_tokens_for_baseline: In response to the Indian claim that the Indian chief who signed the treaty was not a representative of the Temagami , the court judged that the Indians had adhered to the treaty 's terms by accepting annual federal payments and a reservation .

source_bert_toks: in response to the indian claim that the indian chief who signed the treaty was not a representative of the te ##ma ##gami , the court judged that the indians had adhere ##d to the treaty ' s terms by accepting annual federal payments and a reservation .

reference_raw: In response to the Indian claim that the Indian chief who signed the contract was not a Temagami representative, the court concluded that the Indians complied with the terms of the contract by accepting annual federal payments and reservations.

reference_spacy_tokens: In response to the Indian claim that the Indian chief who signed the contract was not a Temagami representative , the court concluded that the Indians complied with the terms of the contract by accepting annual federal payments and reservations .


fn_spacy_tokens_for_baseline: Courgette with flower -- delicious when stuffed with a savoury filling

source_bert_toks: co ##urg ##ette with flower - - delicious when stuffed with a sa ##vo ##ury filling

reference_raw: Courgette with flowers - tasty when filled with savoury fillings


fn_spacy_tokens_for_baseline: During the 18th Century Turnpike Trusts were set up , partly to build new roads , but mainly to maintain old ones , many of which were poorly surfaced and too badly rutted to carry the increasing traffic .

source_bert_toks: during the 18th century turnpike trusts were set up , partly to build new roads , but mainly to maintain old ones , many of which were poorly surfaced and too badly ru ##tted to carry the increasing traffic .

reference_raw: Turnpike trusts were established in the 18th century, partly for the construction of new roads, but mainly for the maintenance of old ones, many of which were poorly covered and too badly rutted to carry the growing traffic.

reference_spacy_tokens: Turnpike trusts were established in the 18th century , partly for the construction of new roads , but mainly for the maintenance of old ones , many of which were poorly covered and too badly rutted to carry the growing traffic .


fn_spacy_tokens_for_baseline: At a meeting of EC Environment Ministers in Brussels on March 18 , 1991 , it was agreed to set tougher emission levels for carbon monoxide and nitrogen oxides emitted by heavy diesel lorries and buses .

source_bert_toks: at a meeting of ec environment ministers in brussels on march 18 , 1991 , it was agreed to set tough ##er emission levels for carbon mono ##xide and nitrogen oxide ##s emitted by heavy diesel lo ##rries and buses .

reference_raw: At the meeting of the EC Environment Ministers in Brussels on 18 March 1991, it was agreed to set more stringent emission levels for carbon monoxide and nitrogen oxides from heavy diesel trucks and buses.

reference_spacy_tokens: At the meeting of the EC Environment Ministers in Brussels on 18 March 1991 , it was agreed to set more stringent emission levels for carbon monoxide and nitrogen oxides from heavy diesel trucks and buses .


fn_spacy_tokens_for_baseline: In them he presents himself as a ' pickle ' , that is as a self - confessed reprobate , who made good .

source_bert_toks: in them he presents himself as a ' pick ##le ' , that is as a self - confessed rep ##ro ##bate , who made good .

reference_raw: It presents itself as a "pickle", a self-confessed reprobation that has done well.

reference_spacy_tokens: It presents itself as a " pickle " , a self - confessed reprobation that has done well .


fn_spacy_tokens_for_baseline: He justified SCO 's recent 50 % price hike by claiming that open systems products have been undervalued .

source_bert_toks: he justified sc ##o ' s recent 50 % price hike by claiming that open systems products have been under ##val ##ue ##d .

reference_raw: It justified SCO's recent 50% price increase by claiming that open system products were undervalued.

reference_spacy_tokens: It justified SCO 's recent 50 % price increase by claiming that open system products were undervalued .


fn_spacy_tokens_for_baseline: The new wave of theft means more than £ 3,800 worth of goods are pinched every minute .

source_bert_toks: the new wave of theft means more than £3 , 800 worth of goods are pinched every minute .

reference_raw: A new wave of theft means that more than £3,800 worth of merchandise is pinned down every minute.

reference_spacy_tokens: A new wave of theft means that more than £ 3,800 worth of merchandise is pinned down every minute .


fn_spacy_tokens_for_baseline: The most satisfactory arrangement is to have the cable connector concealed beneath a small paving slab .

source_bert_toks: the most satisfactory arrangement is to have the cable connector concealed beneath a small paving slab .

reference_raw: The most satisfactory arrangement is that the cable connector is hidden under a small paving board.

reference_spacy_tokens: The most satisfactory arrangement is that the cable connector is hidden under a small paving board .


fn_spacy_tokens_for_baseline: Hamas was founded in 1988 by a blind paraplegic cleric who was influenced by the Islamic muslim brotherhood , with backing from Israel , he set up sharities in the improverished strip in the 1970s .

source_bert_toks: hamas was founded in 1988 by a blind para ##ple ##gic cleric who was influenced by the islamic muslim brotherhood , with backing from israel , he set up sha ##rit ##ies in the improve ##rish ##ed strip in the 1970s .

reference_raw: Hamas was founded in 1988 by a blind paraplegic priest, who was affected by the Islamic Muslim fraternity, and in the 1970s, with the support of Israel, created shares in the improved band.

reference_spacy_tokens: Hamas was founded in 1988 by a blind paraplegic priest , who was affected by the Islamic Muslim fraternity , and in the 1970s , with the support of Israel , created shares in the improved band .


fn_spacy_tokens_for_baseline: I was getting through by starting to smoke dope and take acid .

source_bert_toks: i was getting through by starting to smoke do ##pe and take acid .

reference_raw: I got through by smoking drugs and taking acid.

reference_spacy_tokens: I got through by smoking drugs and taking acid .


fn_spacy_tokens_for_baseline: It is for this reason that ordinary policemen and women dislike it when the typifications become confused , when decent and honest ' victims " of crime , for example , become ' trouble - makers " by taking the law into their own hands .

source_bert_toks: it is for this reason that ordinary policemen and women dislike it when the ty ##pi ##fication ##s become confused , when decent and honest ' victims " of crime , for example , become ' trouble - makers " by taking the law into their own hands .

reference_raw: That's why ordinary cops and women don't like it when typifications are confused, when decent and honest "victims" of crime, for example, become "trouble-makers" by taking the law into their own hands.

reference_spacy_tokens: That 's why ordinary cops and women do n't like it when typifications are confused , when decent and honest " victims " of crime , for example , become " trouble - makers " by taking the law into their own hands .


fn_spacy_tokens_for_baseline: He thought hard before he spoke , and the parchment brow would slightly corrugate while he deliberated his answer .

source_bert_toks: he thought hard before he spoke , and the parchment brow would slightly co ##rr ##uga ##te while he deliberate ##d his answer .

reference_raw: He thought hard before speaking, and his parchment eyebrows would be slightly corrugated as he thought about his reply.

reference_spacy_tokens: He thought hard before speaking , and his parchment eyebrows would be slightly corrugated as he thought about his reply .


fn_spacy_tokens_for_baseline: It snapped between his fingers .

source_bert_toks: it snapped between his fingers .

reference_raw: It snapped through his fingers.

reference_spacy_tokens: It snapped through his fingers .


fn_spacy_tokens_for_baseline: The occasion was the bi - annual Fancy Food Show , which attracts more than 30,000 visitors and is one of the principal routes into the US consumer market .

source_bert_toks: the occasion was the bi - annual fancy food show , which attracts more than 30 , 000 visitors and is one of the principal routes into the us consumer market .

reference_raw: This opportunity was a biannual Fancy Food Show that attracts more than 30,000 visitors and is one of the main routes to the American consumer market.

reference_spacy_tokens: This opportunity was a biannual Fancy Food Show that attracts more than 30,000 visitors and is one of the main routes to the American consumer market .


fn_spacy_tokens_for_baseline: On Tuesday the conference got word of another atrocity , the assassination in Medellin of two employees of El Espectador , Colombia 's second - largest newspaper .

source_bert_toks: on tuesday the conference got word of another at ##rocity , the assassination in med ##elli ##n of two employees of el es ##pe ##cta ##dor , colombia ' s second - largest newspaper .

reference_raw: On Tuesday, the conference received word of another atrocity, the murder of two employees of El Espectador, the second-largest Colombian paper in Medellin.

reference_spacy_tokens: On Tuesday , the conference received word of another atrocity , the murder of two employees of El Espectador , the second - largest Colombian paper in Medellin .


fn_spacy_tokens_for_baseline: Researchers investigating the causes of psychological depression spent a long time carefully documenting how severe , traumatizing events that happen to people , such as bereavement or job loss , can induce it .

source_bert_toks: researchers investigating the causes of psychological depression spent a long time carefully documenting how severe , trauma ##ti ##zing events that happen to people , such as be ##rea ##ve ##ment or job loss , can induce it .

reference_raw: Researchers who investigate the causes of psychological depression have spent a long time carefully documenting how serious and traumatic events that occur to people, such as bereavement or job loss, can cause this.

reference_spacy_tokens: Researchers who investigate the causes of psychological depression have spent a long time carefully documenting how serious and traumatic events that occur to people , such as bereavement or job loss , can cause this .


fn_spacy_tokens_for_baseline: He made me nervous just looking at him , his two hands pressing each side of my doorframe .

source_bert_toks: he made me nervous just looking at him , his two hands pressing each side of my door ##frame .

reference_raw: He made me nervous just by looking at him, both of his arms clutching at each side of the door frame.

reference_spacy_tokens: He made me nervous just by looking at him , both of his arms clutching at each side of the door frame .


fn_spacy_tokens_for_baseline: The specimens were immersed in buffered formalin for a minimum of four days .

source_bert_toks: the specimens were immersed in buffer ##ed formal ##in for a minimum of four days .

reference_raw: Samples have been submerged in buffered formalin for at least four days.

reference_spacy_tokens: Samples have been submerged in buffered formalin for at least four days .


fn_spacy_tokens_for_baseline: Also among Gates 's private acquisitions is the Codex Leicester , a collection of writings by Leonardo da Vinci , which Gates bought for $ 30.8 and nbsp ; million at an auction in 1994 .

source_bert_toks: also among gates ' s private acquisitions is the codex leicester , a collection of writings by leonardo da vinci , which gates bought for $ 30 . 8 and n ##bs ##p ; million at an auction in 1994 .

reference_raw: The Codex Leicester, a collection of letters from Leonardo da Vinci, purchased by Gates for $30.8 and nbsp, was also one of Gates' private purchases; million at auction in 1994.

reference_spacy_tokens: The Codex Leicester , a collection of letters from Leonardo da Vinci , purchased by Gates for $ 30.8 and nbsp , was also one of Gates ' private purchases ; million at auction in 1994 .


fn_spacy_tokens_for_baseline: Hill was the first to speak of muscle activity in terms of costs and expenditures , and he originated the term ' oxygen debt ' .

source_bert_toks: hill was the first to speak of muscle activity in terms of costs and expenditures , and he originated the term ' oxygen debt ' .

reference_raw: Hill was the first to talk about muscle activity in terms of costs and expenses, and it came from the term "oxygen debt."

reference_spacy_tokens: Hill was the first to talk about muscle activity in terms of costs and expenses , and it came from the term " oxygen debt . "


fn_spacy_tokens_for_baseline: He 's in one of those Victorian institutions that were built out in the countryside so the inmates would n't contaminate decent citizens .

source_bert_toks: he ' s in one of those victorian institutions that were built out in the countryside so the inmates wouldn ' t con ##tam ##inate decent citizens .

reference_raw: He's in one of those Victorian institutions built in the countryside to keep the prisoners from polluting the good citizens.

reference_spacy_tokens: He 's in one of those Victorian institutions built in the countryside to keep the prisoners from polluting the good citizens .


fn_spacy_tokens_for_baseline: It was n't forth garaging the car for a couple of hours , which was all the time he could allow himself .

source_bert_toks: it wasn ' t forth ga ##rag ##ing the car for a couple of hours , which was all the time he could allow himself .

reference_raw: It wasn't for a few hours to garner the car, and that was all he could afford.

reference_spacy_tokens: It was n't for a few hours to garner the car , and that was all he could afford .


fn_spacy_tokens_for_baseline: But Yemen 's president says the FBI has told him the explosive material could only have come from the U.S. , Israel or two Arab countries .

source_bert_toks: but yemen ' s president says the fbi has told him the explosive material could only have come from the u . s . , israel or two arab countries .

reference_raw: But the President of Yemen said that the FBI had told him that only the U.S., Israel, or two Arab countries could be the bombing material.

reference_spacy_tokens: But the President of Yemen said that the FBI had told him that only the U.S. , Israel , or two Arab countries could be the bombing material .


fn_spacy_tokens_for_baseline: The child was hardly awake .

source_bert_toks: the child was hardly awake .

reference_raw: The baby was barely up.

reference_spacy_tokens: The baby was barely up .


fn_spacy_tokens_for_baseline: Reaching out , Vitor touched a honey - coloured strand of hair which had tumbled from her topknot to curl down over the exposed nape of her neck .

source_bert_toks: reaching out , vito ##r touched a honey - coloured strand of hair which had tumbled from her top ##k ##not to curl down over the exposed nape of her neck .

reference_raw: Vitor reached out and touched a honey-colored strand of hair that tumbled from the top of her neck to curl up over the exposed back of her neck.

reference_spacy_tokens: Vitor reached out and touched a honey - colored strand of hair that tumbled from the top of her neck to curl up over the exposed back of her neck .


fn_spacy_tokens_for_baseline: Later , another high - ranking trafficker , Leonidas Vargas , was arrested and 1,000 pounds of dynamite seized .

source_bert_toks: later , another high - ranking traffic ##ker , leonid ##as vargas , was arrested and 1 , 000 pounds of dynamite seized .

reference_raw: Later, another high-ranking dealer, Leonidas Vargas, was arrested and a thousand kilograms of dynamite confiscated.

reference_spacy_tokens: Later , another high - ranking dealer , Leonidas Vargas , was arrested and a thousand kilograms of dynamite confiscated .


fn_spacy_tokens_for_baseline: -- despite both being besieged by jet - lag and the six hours it needed to complete their second rounds .

source_bert_toks: - - despite both being besieged by jet - la ##g and the six hours it needed to complete their second rounds .

reference_raw: -- despite the fact that they were surrounded by jet lags and the six hours it took to complete the second round.

reference_spacy_tokens: -- despite the fact that they were surrounded by jet lags and the six hours it took to complete the second round .


fn_spacy_tokens_for_baseline: It was not until the middle of May that I discovered what it was that had so stimulated my friend .

source_bert_toks: it was not until the middle of may that i discovered what it was that had so stimulated my friend .

reference_raw: It wasn't until mid-May that I found out what had motivated my friend so much.

reference_spacy_tokens: It was n't until mid - May that I found out what had motivated my friend so much .


fn_spacy_tokens_for_baseline: Where hypothesis clashed with observation or experience , hypothesis was allowed to win .

source_bert_toks: where hypothesis clashed with observation or experience , hypothesis was allowed to win .

reference_raw: If the hypothesis conflicted with observation or experience, the hypothesis was allowed to prevail.

reference_spacy_tokens: If the hypothesis conflicted with observation or experience , the hypothesis was allowed to prevail .


fn_spacy_tokens_for_baseline: She 'd grabbed it in relief , struggling into it to cover her nakedness , her cheeks hot .

source_bert_toks: she ' d grabbed it in relief , struggling into it to cover her naked ##ness , her cheeks hot .

reference_raw: With relief, she grabbed him and tried to cover her nudity, her cheeks hot.

reference_spacy_tokens: With relief , she grabbed him and tried to cover her nudity , her cheeks hot .


fn_spacy_tokens_for_baseline: A father risked his life to save his twin babies from a fire which had engulfed the childrens ' bedroom .

source_bert_toks: a father risked his life to save his twin babies from a fire which had engulfed the children ##s ' bedroom .

reference_raw: The father put his life on the line to save his twins from the fire that engulfed the children's bedroom.

reference_spacy_tokens: The father put his life on the line to save his twins from the fire that engulfed the children 's bedroom .


fn_spacy_tokens_for_baseline: Then I widened my circle to boxing friends .

source_bert_toks: then i widened my circle to boxing friends .

reference_raw: Then I expanded the circle to boxing friends.

reference_spacy_tokens: Then I expanded the circle to boxing friends .


fn_spacy_tokens_for_baseline: He called persistently for his old schoolmaster to beat him .

source_bert_toks: he called persistent ##ly for his old school ##master to beat him .

reference_raw: He kept calling for the old teacher to beat him.

reference_spacy_tokens: He kept calling for the old teacher to beat him .


fn_spacy_tokens_for_baseline: Day by day I watched Peter grow and develop .

source_bert_toks: day by day i watched peter grow and develop .

reference_raw: I watched Peter grow and evolve day by day.

reference_spacy_tokens: I watched Peter grow and evolve day by day .


fn_spacy_tokens_for_baseline: Not for the first time , the British voter has confounded the pundits and returned a shrewd , sensible verdict which should renew our respect for his discernment .

source_bert_toks: not for the first time , the british voter has con ##founded the pun ##dit ##s and returned a sh ##rew ##d , sensible verdict which should renew our respect for his disc ##ern ##ment .

reference_raw: Not for the first time, the British voter confused the pundits and returned a smart, reasonable sentence that should restore our respect for his recognition.

reference_spacy_tokens: Not for the first time , the British voter confused the pundits and returned a smart , reasonable sentence that should restore our respect for his recognition .


fn_spacy_tokens_for_baseline: Oak is an acidic timber , which will cause iron fixings such as nails and screws to rust through very quickly , especially outdoors , where water may be present in large quantities in winter .

source_bert_toks: oak is an acidic timber , which will cause iron fixing ##s such as nails and screw ##s to rust through very quickly , especially outdoors , where water may be present in large quantities in winter .

reference_raw: Oak is a sour wood that causes iron fixtures, such as nails and bolts, to coil very quickly, particularly outside, where water can be present in large quantities in winter.

reference_spacy_tokens: Oak is a sour wood that causes iron fixtures , such as nails and bolts , to coil very quickly , particularly outside , where water can be present in large quantities in winter .


fn_spacy_tokens_for_baseline: Also in ancient times shepherds built fires to keep themselves warm and to scare off the wolves .

source_bert_toks: also in ancient times shepherd ##s built fires to keep themselves warm and to scare off the wolves .

reference_raw: In the old days, the shepherds also built fires to keep the wolves hot and scare them away.

reference_spacy_tokens: In the old days , the shepherds also built fires to keep the wolves hot and scare them away .


fn_spacy_tokens_for_baseline: He was my best pal and he died aged forty - six .

source_bert_toks: he was my best pal and he died aged forty - six .

reference_raw: He was my best friend, and he died in his forties.

reference_spacy_tokens: He was my best friend , and he died in his forties .


fn_spacy_tokens_for_baseline: The Metropole features a large sun terrace , lounge , lively bar and restaurant .

source_bert_toks: the metro ##pole features a large sun terrace , lounge , lively bar and restaurant .

reference_raw: The Metropole features a large solar terrace, a lounge, a live bar, and a restaurant.

reference_spacy_tokens: The Metropole features a large solar terrace , a lounge , a live bar , and a restaurant .


fn_spacy_tokens_for_baseline: It climbs steeply through trees , into quiet hillside streets from which little lanes and stairways drop suddenly down into the blue distances of the city .

source_bert_toks: it climbs steep ##ly through trees , into quiet hillside streets from which little lanes and stairway ##s drop suddenly down into the blue distances of the city .

reference_raw: He climbs steeply through the trees and into the quiet mountain streets, where small lanes and stairways suddenly fall into the blue distances of the city.

reference_spacy_tokens: He climbs steeply through the trees and into the quiet mountain streets , where small lanes and stairways suddenly fall into the blue distances of the city .


fn_spacy_tokens_for_baseline: It annoys me when I hear the criticisms that come from the Secretary of State for the Environment .

source_bert_toks: it ann ##oys me when i hear the criticisms that come from the secretary of state for the environment .

reference_raw: I hate hearing criticisms from the Secretary of State for the Environment.

reference_spacy_tokens: I hate hearing criticisms from the Secretary of State for the Environment .


fn_spacy_tokens_for_baseline: The state and localities , Chafee said , sometimes get mandated to use federal homeland security funds for decontamination or preparation for bioterrorism , when the money might be better spent putting together a communications systems that would let first responders such as police , fire and rescue from different communities communicate with each other more easily . " ( Pawtucket Times , 21Apr06 , Jim Baron ) ( Link )

source_bert_toks: the state and localities , cha ##fe ##e said , sometimes get mandated to use federal homeland security funds for deco ##nta ##mina ##tion or preparation for bio ##ter ##ror ##ism , when the money might be better spent putting together a communications systems that would let first respond ##ers such as police , fire and rescue from different communities communicate with each other more easily . " ( paw ##tucket times , 21 ##ap ##r ##0 ##6 , jim baron ) ( link )

reference_raw: The state and locations, Chafee said, are sometimes mandated to use federal national security funds to decontaminate or prepare for bioterrorism, when money could be better spent putting together a communication system that would make it easier for the first responders, such as police, fire and rescue from various communities to communicate with one another." (Pawtucket Times, 21 April 2006, Jim Baron)

reference_spacy_tokens: The state and locations , Chafee said , are sometimes mandated to use federal national security funds to decontaminate or prepare for bioterrorism , when money could be better spent putting together a communication system that would make it easier for the first responders , such as police , fire and rescue from various communities to communicate with one another . " ( Pawtucket Times , 21 April 2006 , Jim Baron )


fn_spacy_tokens_for_baseline: The report mentions the sale of 58,000 gas masks by Shalon Chemical Industries after the Iran - Iraq War as well as the supply of gas detectors by Elbit for the identification of chemical warfare agents .

source_bert_toks: the report mentions the sale of 58 , 000 gas masks by sha ##lon chemical industries after the iran - iraq war as well as the supply of gas detectors by el ##bit for the identification of chemical warfare agents .

reference_raw: The report refers to the sale of 58,000 gas masks by Shalon Chemical Industries following the Iran-Iraq War and the supply of gas detectors by Elbit to identify chemical warfare agents.

reference_spacy_tokens: The report refers to the sale of 58,000 gas masks by Shalon Chemical Industries following the Iran - Iraq War and the supply of gas detectors by Elbit to identify chemical warfare agents .


fn_spacy_tokens_for_baseline: ' Connie , ' implored Scarlet from the street .

source_bert_toks: ' connie , ' imp ##lore ##d scarlet from the street .

reference_raw: 'Connie,' Scarlet said from the street.

reference_spacy_tokens: ' Connie , ' Scarlet said from the street .


fn_spacy_tokens_for_baseline: Golf was mine , though I often found it more of an aggravation than a relaxation .

source_bert_toks: golf was mine , though i often found it more of an ag ##gra ##vation than a relaxation .

reference_raw: The golf was mine, though I often found it more painful than relaxing.

reference_spacy_tokens: The golf was mine , though I often found it more painful than relaxing .


fn_spacy_tokens_for_baseline: In the meantime , in places like Poitou , noblemen tried to settle their disputes by going to war .

source_bert_toks: in the meantime , in places like po ##ito ##u , noble ##men tried to settle their disputes by going to war .

reference_raw: Meanwhile, in places like Poitou, the nobles tried to resolve their differences by going to war.

reference_spacy_tokens: Meanwhile , in places like Poitou , the nobles tried to resolve their differences by going to war .


fn_spacy_tokens_for_baseline: This material will also bond well to stainless steel rods so that badly decayed timber can be drilled , stitched and glued to achieve higher strengths than the original construction .

source_bert_toks: this material will also bond well to stainless steel rods so that badly decay ##ed timber can be drilled , stitch ##ed and glued to achieve higher strengths than the original construction .

reference_raw: This material will also be well attached to stainless steel rods so that poorly decomposed wood can be drilled, stitched and glued to achieve greater strength than the original structure.

reference_spacy_tokens: This material will also be well attached to stainless steel rods so that poorly decomposed wood can be drilled , stitched and glued to achieve greater strength than the original structure .


fn_spacy_tokens_for_baseline: Although the banyan trees that once flourished here are now no more , the often - restored complex has remained a focus of local Buddhist activities .

source_bert_toks: although the ban ##yan trees that once flourished here are now no more , the often - restored complex has remained a focus of local buddhist activities .

reference_raw: Although the banyan trees that once flourished here are no longer, the frequently restored complex remains the focus of local Buddhist activities.

reference_spacy_tokens: Although the banyan trees that once flourished here are no longer , the frequently restored complex remains the focus of local Buddhist activities .


fn_spacy_tokens_for_baseline: The second problem for such work schemes is the lack of trained staff with the necessary technical , commercial and entrepreneurial skills to set up and run a business for people with mental disorder .

source_bert_toks: the second problem for such work schemes is the lack of trained staff with the necessary technical , commercial and entrepreneur ##ial skills to set up and run a business for people with mental disorder .

reference_raw: The second problem with such work programmes is the lack of trained personnel with the necessary technical, commercial and entrepreneurial skills to set up and run a business for people with mental illness.

reference_spacy_tokens: The second problem with such work programmes is the lack of trained personnel with the necessary technical , commercial and entrepreneurial skills to set up and run a business for people with mental illness .


fn_spacy_tokens_for_baseline: As he spoke , two ambulances roared past , sirens wailing , bound for the hospital in Ajdabiya .

source_bert_toks: as he spoke , two ambulance ##s roared past , sirens wai ##ling , bound for the hospital in aj ##da ##bi ##ya .

reference_raw: As he spoke, two ambulances thundered past him, sirens whining, heading for the hospital in Ajdabiya.

reference_spacy_tokens: As he spoke , two ambulances thundered past him , sirens whining , heading for the hospital in Ajdabiya .


fn_spacy_tokens_for_baseline: Periodic detonations rattle the street .

source_bert_toks: periodic det ##ona ##tions rattle the street .

reference_raw: Regular explosions rattle the street.

reference_spacy_tokens: Regular explosions rattle the street .


fn_spacy_tokens_for_baseline: For a while she listened , trying to find out more about her new owner , but the conversation veered back to the voyage .

source_bert_toks: for a while she listened , trying to find out more about her new owner , but the conversation ve ##ered back to the voyage .

reference_raw: She listened for a moment, trying to learn more about her new owner, but the conversation turned back to the journey.

reference_spacy_tokens: She listened for a moment , trying to learn more about her new owner , but the conversation turned back to the journey .


fn_spacy_tokens_for_baseline: It was the old sea captain , in whose house Nils had billeted us , who told us .

source_bert_toks: it was the old sea captain , in whose house nils had bill ##ete ##d us , who told us .

reference_raw: The old captain of the sea, in whose house Nils billed us, told us.

reference_spacy_tokens: The old captain of the sea , in whose house Nils billed us , told us .


fn_spacy_tokens_for_baseline: Come to an unspoilt sandy cove , to the north of the British holidaymakers ' dream isle and find the place HCI has turned into their delightful and real value for money Cala Mesquida Beach Club .

source_bert_toks: come to an un ##sp ##oi ##lt sandy cove , to the north of the british holiday ##makers ' dream isle and find the place hc ##i has turned into their delightful and real value for money cal ##a me ##s ##qui ##da beach club .

reference_raw: Come to the unspoiled sandy bay, north of the dream island of the British holidaymakers, and find a place where HCI has turned into their delightful and real value for the money of the Cala Mesquida Beach Club.

reference_spacy_tokens: Come to the unspoiled sandy bay , north of the dream island of the British holidaymakers , and find a place where HCI has turned into their delightful and real value for the money of the Cala Mesquida Beach Club .


fn_spacy_tokens_for_baseline: Clouds of smoke billowed out so the teams crouched down to avoid inhaling the poisonous fumes .

source_bert_toks: clouds of smoke bill ##owed out so the teams crouched down to avoid in ##haling the poisonous fu ##mes .

reference_raw: Clouds of smoke rose, and the teams squatted to prevent the poisonous fumes from inhaling.

reference_spacy_tokens: Clouds of smoke rose , and the teams squatted to prevent the poisonous fumes from inhaling .


fn_spacy_tokens_for_baseline: TheInternational Criminal Court and rebel leaders were negotiating the fate of Kadafi 's son and one - time heir apparent , Seif Islam , who was captured Sunday and faces allegations of war crimes .

source_bert_toks: the ##int ##ern ##ation ##al criminal court and rebel leaders were negotiating the fate of ka ##da ##fi ' s son and one - time heir apparent , se ##if islam , who was captured sunday and faces allegations of war crimes .

reference_raw: The International Criminal Court and the rebel leaders negotiated the fate of Kadafi's son and one-time heir apparent, Seif Islam, who was caught on Sunday and faced with accusations of war crimes.

reference_spacy_tokens: The International Criminal Court and the rebel leaders negotiated the fate of Kadafi 's son and one - time heir apparent , Seif Islam , who was caught on Sunday and faced with accusations of war crimes .