fn_spacy_tokens_for_baseline: The al - Fatah missile system has not been completed and remains untested .

source_bert_toks: the al - fat ##ah missile system has not been completed and remains un ##test ##ed .

reference_raw: The Al-Fatah missile system has not been completed and has not yet been tested.

reference_spacy_tokens: The Al - Fatah missile system has not been completed and has not yet been tested .


fn_spacy_tokens_for_baseline: " They were down on the Grose River working in atrocious conditions as a last - ditch stand ... and they nearly got there .

source_bert_toks: " they were down on the gr ##ose river working in at ##ro ##cious conditions as a last - ditch stand . . . and they nearly got there .

reference_raw: "They were down on the Grose River, working under terrible conditions like the last ditch... "and they almost got there.

reference_spacy_tokens: " They were down on the Grose River , working under terrible conditions like the last ditch ... " and they almost got there .


fn_spacy_tokens_for_baseline: If he thought she was going to be a nice little stepsister he could think again !

source_bert_toks: if he thought she was going to be a nice little steps ##ister he could think again !

reference_raw: If he thought she'd be a good half-sister, he'd think again!

reference_spacy_tokens: If he thought she 'd be a good half - sister , he 'd think again !


fn_spacy_tokens_for_baseline: He returned to the chateau , furious with himself that he could have allowed people to live in this way .

source_bert_toks: he returned to the chateau , furious with himself that he could have allowed people to live in this way .

reference_raw: He went back to the castle, mad at himself for letting people live like this.

reference_spacy_tokens: He went back to the castle , mad at himself for letting people live like this .


fn_spacy_tokens_for_baseline: ' If you must know , those pages were so full of bad times that it depressed me to read them back .

source_bert_toks: ' if you must know , those pages were so full of bad times that it depressed me to read them back .

reference_raw: 'If you must know, the pages were so full of bad times, I was disappointed to read them back.

reference_spacy_tokens: ' If you must know , the pages were so full of bad times , I was disappointed to read them back .


fn_spacy_tokens_for_baseline: Current Dumping is Quad 's nickname for a form of feed - forward correction developed for and first seen in the 405 which eliminates the need for adjustable components in the circuit .

source_bert_toks: current dumping is quad ' s nickname for a form of feed - forward correction developed for and first seen in the 405 which eliminate ##s the need for adjustable components in the circuit .

reference_raw: Current dumping is the name of Quad for a form of feed-forward correction developed for and first seen in the 405, which removes the need for adjustable components in the circuit.

reference_spacy_tokens: Current dumping is the name of Quad for a form of feed - forward correction developed for and first seen in the 405 , which removes the need for adjustable components in the circuit .


fn_spacy_tokens_for_baseline: Birds can experience quiet sleep when they are peeking as well as when their eyes are closed .

source_bert_toks: birds can experience quiet sleep when they are peeking as well as when their eyes are closed .

reference_raw: Birds can sleep peacefully both when they look and when they close their eyes.

reference_spacy_tokens: Birds can sleep peacefully both when they look and when they close their eyes .


fn_spacy_tokens_for_baseline: Bridgeman 's remark was thus symptomatic of renewed Conservative confidence .

source_bert_toks: bridge ##man ' s remark was thus sy ##mpt ##oma ##tic of renewed conservative confidence .

reference_raw: Bridgeman's remark was therefore a sign of renewed conservative self-confidence.

reference_spacy_tokens: Bridgeman 's remark was therefore a sign of renewed conservative self - confidence .


fn_spacy_tokens_for_baseline: I besought him if the decision went against him to return to the Upper House and do his bit there .

source_bert_toks: i be ##so ##ught him if the decision went against him to return to the upper house and do his bit there .

reference_raw: I'll forgive him if the decision goes against him to go back to the Upper House and do his part there.

reference_spacy_tokens: I 'll forgive him if the decision goes against him to go back to the Upper House and do his part there .


fn_spacy_tokens_for_baseline: The paper led its front page with Ecevit saying that he hopes there will now be a solution to the Kurdish problem , though in the interview he spoke of achieving this not through greater political autonomy , as the Kurds demand , but through economic improvements in the southeast region of Turkey where they live .

source_bert_toks: the paper led its front page with ec ##ev ##it saying that he hopes there will now be a solution to the kurdish problem , though in the interview he spoke of achieving this not through greater political autonomy , as the ku ##rds demand , but through economic improvements in the southeast region of turkey where they live .

reference_raw: The newspaper led the front page with Ecevit saying that he hoped to find a solution to the Kurdish problem now, although during the interview he talked about achieving it not through greater political autonomy, as the Kurds demand, but through economic improvements in the Southeast region of Turkey where they live.

reference_spacy_tokens: The newspaper led the front page with Ecevit saying that he hoped to find a solution to the Kurdish problem now , although during the interview he talked about achieving it not through greater political autonomy , as the Kurds demand , but through economic improvements in the Southeast region of Turkey where they live .


fn_spacy_tokens_for_baseline: He was indicted June 8 in New York on charges he shipped cocaine to the city and laundered a fortune in drug money between 1987 and 1990 .

source_bert_toks: he was indicted june 8 in new york on charges he shipped cocaine to the city and lau ##nder ##ed a fortune in drug money between 1987 and 1990 .

reference_raw: He was prosecuted in New York on June 8th for sending cocaine to town and laundering a fortune in drug money between 1987 and 1990.

reference_spacy_tokens: He was prosecuted in New York on June 8th for sending cocaine to town and laundering a fortune in drug money between 1987 and 1990 .


fn_spacy_tokens_for_baseline: Better you than some club for Jewish juvenile delinquents .

source_bert_toks: better you than some club for jewish juvenile del ##in ##quent ##s .

reference_raw: You're better than some Jewish juvenile delinquent club.

reference_spacy_tokens: You 're better than some Jewish juvenile delinquent club .


fn_spacy_tokens_for_baseline: By the end of the 13th century , they began their first raids on the Aegean Islands .

source_bert_toks: by the end of the 13th century , they began their first raids on the aegean islands .

reference_raw: By the end of the thirteenth century, they had begun their first raids on the Aegean islands.

reference_spacy_tokens: By the end of the thirteenth century , they had begun their first raids on the Aegean islands .


fn_spacy_tokens_for_baseline: Since the early 1990s , China has improved its export controls , including the promulgation of regulations on nuclear and nuclear dual - use exports and has pledged to halt exports of nuclear technology to un - safeguarded facilities .

source_bert_toks: since the early 1990s , china has improved its export controls , including the prom ##ul ##gation of regulations on nuclear and nuclear dual - use exports and has pledged to halt exports of nuclear technology to un - safeguard ##ed facilities .

reference_raw: Since the beginning of the 1990s, China has improved its export controls, including the publication of nuclear and nuclear dual-use regulations, and has committed to halt nuclear technology exports to unprotected facilities.

reference_spacy_tokens: Since the beginning of the 1990s , China has improved its export controls , including the publication of nuclear and nuclear dual - use regulations , and has committed to halt nuclear technology exports to unprotected facilities .


fn_spacy_tokens_for_baseline: ACTOR Roy Barraclough has taken on a role that 's right up his street -- as Sherlock Holmes ' bumbling sidekick Watson .

source_bert_toks: actor roy barr ##ac ##lou ##gh has taken on a role that ' s right up his street - - as sherlock holmes ' bum ##bling sidekick watson .

reference_raw: ACTOR Roy Barraclough took on a role right down the street - as Sherlock Holmes' stumbling partner, Watson.

reference_spacy_tokens: ACTOR Roy Barraclough took on a role right down the street - as Sherlock Holmes ' stumbling partner , Watson .


fn_spacy_tokens_for_baseline: The court said that this was not ruled out by current Wisconsin law or the First Amendment because it had neither the purpose nor the effect of advancing religion .

source_bert_toks: the court said that this was not ruled out by current wisconsin law or the first amendment because it had neither the purpose nor the effect of advancing religion .

reference_raw: The court stated that it was not excluded by the current law of Wisconsin or by the First Amendment, since it had neither the purpose nor the effect of advancing religion.

reference_spacy_tokens: The court stated that it was not excluded by the current law of Wisconsin or by the First Amendment , since it had neither the purpose nor the effect of advancing religion .


fn_spacy_tokens_for_baseline: He had a narrow mournful face , tapering to a long pointed chin .

source_bert_toks: he had a narrow mo ##urn ##ful face , tape ##ring to a long pointed chin .

reference_raw: His face was narrow and sad, and his chin was tapered to a long, pointed chin.

reference_spacy_tokens: His face was narrow and sad , and his chin was tapered to a long , pointed chin .


fn_spacy_tokens_for_baseline: On an island nearly denuded of wood , the transportation and erection of statues such as these presents a technical problem that modern man still ponders on .

source_bert_toks: on an island nearly den ##uded of wood , the transportation and erection of statues such as these presents a technical problem that modern man still ponder ##s on .

reference_raw: On an island almost littered with wood, the transportation and erection of statues like this poses a technical problem that modern man is still thinking about.

reference_spacy_tokens: On an island almost littered with wood , the transportation and erection of statues like this poses a technical problem that modern man is still thinking about .


fn_spacy_tokens_for_baseline: Heroin , derived from morphine by a modest chemical change , is more potent and more strongly addictive than morphine itself .

source_bert_toks: heroin , derived from mor ##phine by a modest chemical change , is more potent and more strongly addict ##ive than mor ##phine itself .

reference_raw: The heroin, which is derived from morphia by a slight chemical change, is more potent and more addictive than morphia itself.

reference_spacy_tokens: The heroin , which is derived from morphia by a slight chemical change , is more potent and more addictive than morphia itself .


fn_spacy_tokens_for_baseline: I know you 'll understand our anguish -- you 've been through so much with your husband 's alcoholism .

source_bert_toks: i know you ' ll understand our anguish - - you ' ve been through so much with your husband ' s alcoholism .

reference_raw: I know you'll understand our anguish - you've been through a lot with your husband's liquor.

reference_spacy_tokens: I know you 'll understand our anguish - you 've been through a lot with your husband 's liquor .


fn_spacy_tokens_for_baseline: ' I saw the girl lying on the sidewalk with blood gushing from her head .

source_bert_toks: ' i saw the girl lying on the sidewalk with blood gus ##hing from her head .

reference_raw: I saw a girl lying on the pavement, blood gushing out of her head.

reference_spacy_tokens: I saw a girl lying on the pavement , blood gushing out of her head .


fn_spacy_tokens_for_baseline: Light from the chandelier gleamed on his metal collar .

source_bert_toks: light from the chan ##del ##ier gleamed on his metal collar .

reference_raw: The light from the chandelier glinted on his metal collar.

reference_spacy_tokens: The light from the chandelier glinted on his metal collar .


fn_spacy_tokens_for_baseline: If younger children want to feed your fish it 's usually best to measure out the correct amount for them .

source_bert_toks: if younger children want to feed your fish it ' s usually best to measure out the correct amount for them .

reference_raw: When younger children want to feed your fish, it's usually best to measure the right amount.

reference_spacy_tokens: When younger children want to feed your fish , it 's usually best to measure the right amount .


fn_spacy_tokens_for_baseline: Her hair , that beautiful hair that was a shade somewhere between chestnut and chocolate , was braided tightly into two pig - tails .

source_bert_toks: her hair , that beautiful hair that was a shade somewhere between chestnut and chocolate , was braid ##ed tightly into two pig - tails .

reference_raw: Her hair, the beautiful hair that was a shadow somewhere between chestnut and chocolate, was tied tightly in two pigtails.

reference_spacy_tokens: Her hair , the beautiful hair that was a shadow somewhere between chestnut and chocolate , was tied tightly in two pigtails .


fn_spacy_tokens_for_baseline: A Syria - EU trade accord hurdle was resolved in October with agreement on a WMD clause , subject to final approval by EU foreign ministers .

source_bert_toks: a syria - eu trade accord hurdle was resolved in october with agreement on a w ##md clause , subject to final approval by eu foreign ministers .

reference_raw: The Syria - EU Trade Agreement obstacle was resolved in October with an agreement on a weapons of mass destruction clause, subject to the final approval of the EU Foreign Ministers.

reference_spacy_tokens: The Syria - EU Trade Agreement obstacle was resolved in October with an agreement on a weapons of mass destruction clause , subject to the final approval of the EU Foreign Ministers .


fn_spacy_tokens_for_baseline: The little stream wound among floating eyots of water flowers that looked like day stars reflecting a mystical heaven .

source_bert_toks: the little stream wound among floating e ##yo ##ts of water flowers that looked like day stars reflecting a mystical heaven .

reference_raw: A small stream wound between floating eyes of water flowers that looked like day stars reflecting a mystical sky.

reference_spacy_tokens: A small stream wound between floating eyes of water flowers that looked like day stars reflecting a mystical sky .


fn_spacy_tokens_for_baseline: On Sunday , he visited Mandela and pronounced that his state had deteriorated from stable to critical .

source_bert_toks: on sunday , he visited mandela and pronounced that his state had deteriorated from stable to critical .

reference_raw: He visited Mandela on Sunday and declared that his condition had gone from stable to critical.

reference_spacy_tokens: He visited Mandela on Sunday and declared that his condition had gone from stable to critical .


fn_spacy_tokens_for_baseline: The Greek Hellenistic Empire was gradually , and peacefully , absorbed into the Roman Empire .

source_bert_toks: the greek hellenistic empire was gradually , and peacefully , absorbed into the roman empire .

reference_raw: The Greek Hellenistic Empire was slowly and peacefully absorbed into the Roman Empire.

reference_spacy_tokens: The Greek Hellenistic Empire was slowly and peacefully absorbed into the Roman Empire .


fn_spacy_tokens_for_baseline: When I 'm a home I feel best in pullovers and sweatpants or jeans .

source_bert_toks: when i ' m a home i feel best in pull ##overs and sweat ##pants or jeans .

reference_raw: When I'm at home, I feel better about pullovers and sweats and jeans.

reference_spacy_tokens: When I 'm at home , I feel better about pullovers and sweats and jeans .


fn_spacy_tokens_for_baseline: His rise to power ushered in the Hellenistic period .

source_bert_toks: his rise to power ushered in the hellenistic period .

reference_raw: His rise in power was used in the Hellenist era.

reference_spacy_tokens: His rise in power was used in the Hellenist era .


fn_spacy_tokens_for_baseline: The shepherd 's pie was followed by waiters carrying plates of nibbles ; nuts , crisps , salted crackers and more champagne .

source_bert_toks: the shepherd ' s pie was followed by waiter ##s carrying plates of ni ##bble ##s ; nuts , crisp ##s , salt ##ed crack ##ers and more champagne .

reference_raw: Waiters followed the shepherd's pie with plates of nibbles; nuts, chips, salted biscuits, and more champagne.

reference_spacy_tokens: Waiters followed the shepherd 's pie with plates of nibbles ; nuts , chips , salted biscuits , and more champagne .


fn_spacy_tokens_for_baseline: Apart from those two demands , which were almost certainly hoaxes , there has not been a cheep from anybody .

source_bert_toks: apart from those two demands , which were almost certainly hoax ##es , there has not been a che ##ep from anybody .

reference_raw: Apart from these two demands, which were almost certainly hoaxes, no one's ever heard a peep.

reference_spacy_tokens: Apart from these two demands , which were almost certainly hoaxes , no one 's ever heard a peep .


fn_spacy_tokens_for_baseline: For various reasons they were wrong ; but illusion of continuity was easily available because they had at least some of their kinsmen at close quarters , met them and socialized with them each day .

source_bert_toks: for various reasons they were wrong ; but illusion of continuity was easily available because they had at least some of their kin ##sm ##en at close quarters , met them and social ##ized with them each day .

reference_raw: They were wrong for a variety of reasons; but the illusion of continuity was easily accessible, for they had at least a few relatives close by, met and socialized with each other every day.

reference_spacy_tokens: They were wrong for a variety of reasons ; but the illusion of continuity was easily accessible , for they had at least a few relatives close by , met and socialized with each other every day .


fn_spacy_tokens_for_baseline: Armoured personnel carriers rumble down streets that are normally home to Mercedes and convertible BMWs .

source_bert_toks: armoured personnel carriers rumble down streets that are normally home to mercedes and convertible bmw ##s .

reference_raw: Armoured personnel carriers roar down the streets normally home to Mercedes and convertible BMWs.

reference_spacy_tokens: Armoured personnel carriers roar down the streets normally home to Mercedes and convertible BMWs .


reference_raw: He visited Mandela on Sunday and declared that his condition had deteriorated from stable to critical.

reference_spacy_tokens: He visited Mandela on Sunday and declared that his condition had deteriorated from stable to critical .


fn_spacy_tokens_for_baseline: Traditional Irish music is also alive and well , especially in the pubs , and there has been a revival of storytelling , poetry reading , and traditional dancing .

source_bert_toks: traditional irish music is also alive and well , especially in the pubs , and there has been a revival of storytelling , poetry reading , and traditional dancing .

reference_raw: Traditional Irish music is also alive and well, especially in pubs, and stories, poetry readings, and traditional dances have been revived.

reference_spacy_tokens: Traditional Irish music is also alive and well , especially in pubs , and stories , poetry readings , and traditional dances have been revived .


fn_spacy_tokens_for_baseline: The work is preparation for Iran 's plans to install 3,000 centrifuges at the site , but so far no centrifuges have been emplaced , according to the Associated Press .

source_bert_toks: the work is preparation for iran ' s plans to install 3 , 000 cent ##ri ##fu ##ges at the site , but so far no cent ##ri ##fu ##ges have been em ##placed , according to the associated press .

reference_raw: The work is preparing Iran's plans to install 3,000 centrifuges on the site, but according to the associated press, no centrifuges have yet been replaced.

reference_spacy_tokens: The work is preparing Iran 's plans to install 3,000 centrifuges on the site , but according to the associated press , no centrifuges have yet been replaced .


fn_spacy_tokens_for_baseline: It could take several weeks before the fire is completely extinguished .

source_bert_toks: it could take several weeks before the fire is completely extinguished .

reference_raw: It could take a few weeks for the fire to go out completely.

reference_spacy_tokens: It could take a few weeks for the fire to go out completely .


fn_spacy_tokens_for_baseline: Steam drifted upwards ; the aroma of soup permeated the air .

source_bert_toks: steam drifted upwards ; the aroma of soup per ##me ##ated the air .

reference_raw: The steam was rising; the smell of soup filled the air.

reference_spacy_tokens: The steam was rising ; the smell of soup filled the air .


fn_spacy_tokens_for_baseline: But we all know how that story turned out .

source_bert_toks: but we all know how that story turned out .

reference_raw: But we all know what happened to the story.

reference_spacy_tokens: But we all know what happened to the story .


fn_spacy_tokens_for_baseline: Families , who want to cross - examine witnesses to discover exactly what happened , have campaigned for financial help with legal costs at the new inquest .

source_bert_toks: families , who want to cross - examine witnesses to discover exactly what happened , have campaigned for financial help with legal costs at the new in ##quest .

reference_raw: Families, who want to cross-check witnesses to find out exactly what happened, campaigned for financial assistance in the legal costs of a new investigation.

reference_spacy_tokens: Families , who want to cross - check witnesses to find out exactly what happened , campaigned for financial assistance in the legal costs of a new investigation .


fn_spacy_tokens_for_baseline: ' I heard the bell ring , ' he ventured at last .

source_bert_toks: ' i heard the bell ring , ' he ventured at last .

reference_raw: "I heard the bell ring," he said finally.

reference_spacy_tokens: " I heard the bell ring , " he said finally .


fn_spacy_tokens_for_baseline: The 210,720 ounces of Latvian gold was frozen by the bank after Stalin 's Red Army overran the state , with its neighbours Lithuania and Estonia , in 1940 .

source_bert_toks: the 210 , 720 ounce ##s of latvian gold was frozen by the bank after stalin ' s red army over ##ran the state , with its neighbours lithuania and estonia , in 1940 .

reference_raw: After Stalin's Red Army overran the state in 1940 with its neighbours, Lithuania and Estonia, 210,720 grams of Latvian gold were frozen by the bank.

reference_spacy_tokens: After Stalin 's Red Army overran the state in 1940 with its neighbours , Lithuania and Estonia , 210,720 grams of Latvian gold were frozen by the bank .


fn_spacy_tokens_for_baseline: The spirits thus exhibit a praiseworthy concern for the psychological health of the community .

source_bert_toks: the spirits thus exhibit a praise ##worthy concern for the psychological health of the community .

reference_raw: Spirits thus show a commendable interest in the mental health of the community.

reference_spacy_tokens: Spirits thus show a commendable interest in the mental health of the community .


fn_spacy_tokens_for_baseline: By contrast , collective violence has been most prevalent and virulent during historical periods when trade unionism has been stigmatised as threatening or inimical to the interests and well - being of society .

source_bert_toks: by contrast , collective violence has been most prevalent and vi ##ru ##lent during historical periods when trade union ##ism has been stigma ##tis ##ed as threatening or in ##imi ##cal to the interests and well - being of society .

reference_raw: On the other hand, collective violence was most widespread and virulent in the past, when trade unionism was stigmatized as threatening or inimical to the interests and well-being of society.

reference_spacy_tokens: On the other hand , collective violence was most widespread and virulent in the past , when trade unionism was stigmatized as threatening or inimical to the interests and well - being of society .


fn_spacy_tokens_for_baseline: Zacco was told and threw himself , burning with zeal , into the new plans .

source_bert_toks: zac ##co was told and threw himself , burning with ze ##al , into the new plans .

reference_raw: Zacco was told and plunged into new plans, blazing with enthusiasm.

reference_spacy_tokens: Zacco was told and plunged into new plans , blazing with enthusiasm .


fn_spacy_tokens_for_baseline: Richard Fynes noted that : ' The men were sufficiently endowed with natural interest to be observant of the effect of wind upon the ventilation of the mines , and even as late as 1822 , before barometers and thermometers were generally used in the pits to indicate the state of the temperature , if the wind were blowing from the southeast threatening rain , the men refused to work . '

source_bert_toks: richard f ##yne ##s noted that : ' the men were sufficiently endowed with natural interest to be ob ##ser ##vant of the effect of wind upon the ventilation of the mines , and even as late as 1822 , before bar ##ometer ##s and the ##rm ##ometer ##s were generally used in the pits to indicate the state of the temperature , if the wind were blowing from the southeast threatening rain , the men refused to work . '

reference_raw: Richard Fynes said, "The men were sufficiently gifted with natural interest to be observant of the effects of the wind on the ventilation of the mines, and even in 1822, before barometers and thermometers were generally used in the pits to indicate the state of the temperature, when the wind was blowing out of the southeastern threatening rain, the men refused to work."

reference_spacy_tokens: Richard Fynes said , " The men were sufficiently gifted with natural interest to be observant of the effects of the wind on the ventilation of the mines , and even in 1822 , before barometers and thermometers were generally used in the pits to indicate the state of the temperature , when the wind was blowing out of the southeastern threatening rain , the men refused to work . "


fn_spacy_tokens_for_baseline: Tarama is the dried , salt - pressed and lightly smoked roe of the grey mullet and it is stocked in delicatessens , good fishmongers and most large supermarkets .

source_bert_toks: tara ##ma is the dried , salt - pressed and lightly smoked roe of the grey mu ##llet and it is stocked in delicate ##ssen ##s , good fish ##mon ##gers and most large supermarkets .

reference_raw: Tarama is a dried, salt-pressed and slightly smoked grey mullet roe and is stored in finessens, good fishmongers and most large supermarkets.

reference_spacy_tokens: Tarama is a dried , salt - pressed and slightly smoked grey mullet roe and is stored in finessens , good fishmongers and most large supermarkets .


fn_spacy_tokens_for_baseline: It is likely that a third brigade equipped with the Shehab-3 will be formed by 2005 .

source_bert_toks: it is likely that a third brigade equipped with the she ##hab - 3 will be formed by 2005 .

reference_raw: A third Shehab-3 brigade is likely to be created by 2005.

reference_spacy_tokens: A third Shehab-3 brigade is likely to be created by 2005 .


fn_spacy_tokens_for_baseline: Donald Buttress ' solution was to tile the roof with ridged composition tiles of a greenish grey hue , which from below look remarkably similar to slates and blend very well with the stonework .

source_bert_toks: donald butt ##ress ' solution was to tile the roof with ridge ##d composition tiles of a greenish grey hue , which from below look remarkably similar to slate ##s and blend very well with the stone ##work .

reference_raw: Donald Buttress's solution was to tilt the roof with combed, greenish-grey tilts that looked remarkably like slates from below and blended very well with the stonework.

reference_spacy_tokens: Donald Buttress 's solution was to tilt the roof with combed , greenish - grey tilts that looked remarkably like slates from below and blended very well with the stonework .


fn_spacy_tokens_for_baseline: Although Santa Barbara County Sheriff Bill Brown believes that " this fire was the result of carelessness , not criminal intent , " the county district attorney will still have to review the case .

source_bert_toks: although santa barbara county sheriff bill brown believes that " this fire was the result of careless ##ness , not criminal intent , " the county district attorney will still have to review the case .

reference_raw: Although Sheriff Bill Brown of Santa Barbara believes that "the fire was the result of indifference, not criminal intent," the district attorney will still have to examine the matter.

reference_spacy_tokens: Although Sheriff Bill Brown of Santa Barbara believes that " the fire was the result of indifference , not criminal intent , " the district attorney will still have to examine the matter .


fn_spacy_tokens_for_baseline: He gently tweaked her nose .

source_bert_toks: he gently t ##we ##ake ##d her nose .

reference_raw: He smoothed her nose gently.

reference_spacy_tokens: He smoothed her nose gently .


fn_spacy_tokens_for_baseline: The RSPCA will have to raise hundreds of thousands of pounds locally to build the kennels .

source_bert_toks: the rs ##pc ##a will have to raise hundreds of thousands of pounds locally to build the ken ##nel ##s .

reference_raw: RSPCA will have to raise hundreds of thousands of pounds locally in order to build the cores.

reference_spacy_tokens: RSPCA will have to raise hundreds of thousands of pounds locally in order to build the cores .


fn_spacy_tokens_for_baseline: Inside the flat a fruity voice was reading out a list of figures which had something to do with the production of pig - iron .

source_bert_toks: inside the flat a fruit ##y voice was reading out a list of figures which had something to do with the production of pig - iron .

reference_raw: Inside the apartment, a fruity voice was picking up a list of figures that had something to do with pig iron production.

reference_spacy_tokens: Inside the apartment , a fruity voice was picking up a list of figures that had something to do with pig iron production .


fn_spacy_tokens_for_baseline: The Grand Prix world was rife with rumour last night that team boss Frank Williams will put him in the seat every top driver wants .

source_bert_toks: the grand prix world was ri ##fe with rum ##our last night that team boss frank williams will put him in the seat every top driver wants .

reference_raw: Last night, the world of the Grand Prix was full of rumors that team leader Frank Williams would put him in a chair every top driver wanted.

reference_spacy_tokens: Last night , the world of the Grand Prix was full of rumors that team leader Frank Williams would put him in a chair every top driver wanted .


fn_spacy_tokens_for_baseline: This means the vet has hit the right spot , but , despite giving the appearance of a canine pin cushion , it is obviously not too unpleasant an experience .

source_bert_toks: this means the vet has hit the right spot , but , despite giving the appearance of a canine pin cushion , it is obviously not too unpleasant an experience .

reference_raw: That means the vet's in the right place, but even if it looks like a canine pin pillow, it's obviously not a very unpleasant experience.

reference_spacy_tokens: That means the vet 's in the right place , but even if it looks like a canine pin pillow , it 's obviously not a very unpleasant experience .


fn_spacy_tokens_for_baseline: The deal eventually fell through and Iran sought China as a replacement for India .

source_bert_toks: the deal eventually fell through and iran sought china as a replacement for india .

reference_raw: In the end, the deal came to an end, and Iran was looking for China to replace India.

reference_spacy_tokens: In the end , the deal came to an end , and Iran was looking for China to replace India .


fn_spacy_tokens_for_baseline: In the ' real drawings ' , the vertiginous declivities and perspectives created a dramatic an surreal environment , literally subreal , in which the figures are viewed from every possible angle .

source_bert_toks: in the ' real drawings ' , the ve ##rti ##gin ##ous dec ##li ##vi ##ties and perspectives created a dramatic an surreal environment , literally sub ##real , in which the figures are viewed from every possible angle .

reference_raw: In 'real drawings' , vertical slopes and perspectives created a dramatic surreal environment, literally subreal, where the figures are viewed from all possible angles.

reference_spacy_tokens: In ' real drawings ' , vertical slopes and perspectives created a dramatic surreal environment , literally subreal , where the figures are viewed from all possible angles .


fn_spacy_tokens_for_baseline: In 1993 , Kazakhstan created a civilian body , the National Center for Biotechnology , to oversee the administration of most of the former BW facilities in Kazakhstan .

source_bert_toks: in 1993 , kazakhstan created a civilian body , the national center for biotechnology , to oversee the administration of most of the former b ##w facilities in kazakhstan .

reference_raw: In 1993, Kazakhstan created the Civilian Authority, the National Centre for Biotechnology, to oversee the management of most of the former BW facilities in Kazakhstan.

reference_spacy_tokens: In 1993 , Kazakhstan created the Civilian Authority , the National Centre for Biotechnology , to oversee the management of most of the former BW facilities in Kazakhstan .


fn_spacy_tokens_for_baseline: A cloud of metal , glass and debris smashed into the car , whirled inside momentarily and was sucked out again .

source_bert_toks: a cloud of metal , glass and debris smashed into the car , whirled inside momentarily and was sucked out again .

reference_raw: A cloud of metal, glass, and debris crashed into the car, whirled in for a moment, and was sucked out again.

reference_spacy_tokens: A cloud of metal , glass , and debris crashed into the car , whirled in for a moment , and was sucked out again .


fn_spacy_tokens_for_baseline: Vegetarianism has stepped out of its sandals and into the smartest restaurants .

source_bert_toks: vegetarian ##ism has stepped out of its sandals and into the smart ##est restaurants .

reference_raw: Vegetarianism has emerged from its sandals to the brightest restaurants in the world.

reference_spacy_tokens: Vegetarianism has emerged from its sandals to the brightest restaurants in the world .


fn_spacy_tokens_for_baseline: He put his spurs to his horse , the dachshunds yapping at his heels , and galloped into the trees .

source_bert_toks: he put his spurs to his horse , the da ##chs ##hun ##ds ya ##pping at his heels , and gallo ##ped into the trees .

reference_raw: He laid his spurs on his horse, the dachshunds barked at his heels, and galloped into the trees.

reference_spacy_tokens: He laid his spurs on his horse , the dachshunds barked at his heels , and galloped into the trees .


fn_spacy_tokens_for_baseline: They were A L L confederates in the same unknown crime .

source_bert_toks: they were a l l confederates in the same unknown crime .

reference_raw: They were LL confederates in the same unidentified crime.

reference_spacy_tokens: They were LL confederates in the same unidentified crime .


fn_spacy_tokens_for_baseline: IT HAS BEEN in the air for months : Charles Saatchi , according to New York 's uniquely garrulous and paranoid clan of dealers and artists , is selling , and he is selling in a big way .

source_bert_toks: it has been in the air for months : charles sa ##at ##chi , according to new york ' s uniquely ga ##rr ##ulous and paranoid clan of dealers and artists , is selling , and he is selling in a big way .

reference_raw: IT HAS BEEN in the air for months: Charles Saatchi, according to New York's uniquely greedy and paranoid clan of drug dealers and artists, sells and sells a lot.

reference_spacy_tokens: IT HAS BEEN in the air for months : Charles Saatchi , according to New York 's uniquely greedy and paranoid clan of drug dealers and artists , sells and sells a lot .


fn_spacy_tokens_for_baseline: Half an hour later , they sat nursing their own coffees amid the debris in the kitchen , the warmth of which was n't quite enough to effect a thaw between them .

source_bert_toks: half an hour later , they sat nursing their own coffee ##s amid the debris in the kitchen , the warmth of which wasn ' t quite enough to effect a tha ##w between them .

reference_raw: Half an hour later, they sat in the kitchen and took care of their coffees in the rubble, the heat of which was not enough to cause them to melt.

reference_spacy_tokens: Half an hour later , they sat in the kitchen and took care of their coffees in the rubble , the heat of which was not enough to cause them to melt .


fn_spacy_tokens_for_baseline: On 26 February Ardeshir Zahedi called Brzezinski from his home in Switzerland .

source_bert_toks: on 26 february ar ##des ##hir za ##hed ##i called br ##ze ##zin ##ski from his home in switzerland .

reference_raw: On 26 February, Ardeshir Zahedi telephoned Brzezinski from his Swiss home.

reference_spacy_tokens: On 26 February , Ardeshir Zahedi telephoned Brzezinski from his Swiss home .


fn_spacy_tokens_for_baseline: Several islands and Greek city - states agreed to work together , and created a treasury to fund their plans , which was held on the island of Delos .

source_bert_toks: several islands and greek city - states agreed to work together , and created a treasury to fund their plans , which was held on the island of del ##os .

reference_raw: Several islands and Greek states agreed to cooperate and set up a treasury to finance their plans that were held on the island of Delos.

reference_spacy_tokens: Several islands and Greek states agreed to cooperate and set up a treasury to finance their plans that were held on the island of Delos .


fn_spacy_tokens_for_baseline: ' I 'm Derek Beasley , an old mate of Jim 's from college , ' the man murmured .

source_bert_toks: ' i ' m derek bea ##sley , an old mate of jim ' s from college , ' the man murmured .

reference_raw: 'I'm Derek Beasley, Jim's old friend from school,' he whispered.

reference_spacy_tokens: ' I 'm Derek Beasley , Jim 's old friend from school , ' he whispered .


fn_spacy_tokens_for_baseline: He wore leather gauntlets and goggles covered his eyes .

source_bert_toks: he wore leather gaunt ##lets and go ##ggles covered his eyes .

reference_raw: He was wearing leather gloves and his eyes were covered with glasses.

reference_spacy_tokens: He was wearing leather gloves and his eyes were covered with glasses .


fn_spacy_tokens_for_baseline: ' Coo - ee ' trilled Daffodil , teetering towards them in chinchillas and high - heeled boots .

source_bert_toks: ' co ##o - ee ' tri ##lled da ##ff ##od ##il , tee ##tering towards them in chin ##chi ##llas and high - heel ##ed boots .

reference_raw: 'Coo-ee' said Daffodil, teetering toward them in chinchillas and high-heeled boots.

reference_spacy_tokens: ' Coo - ee ' said Daffodil , teetering toward them in chinchillas and high - heeled boots .


fn_spacy_tokens_for_baseline: He scattered the letters across his desk .

source_bert_toks: he scattered the letters across his desk .

reference_raw: He spread the letters across the table.

reference_spacy_tokens: He spread the letters across the table .


fn_spacy_tokens_for_baseline: Friday had beautiful weather .

source_bert_toks: friday had beautiful weather .

reference_raw: It was beautiful on Friday.

reference_spacy_tokens: It was beautiful on Friday .


fn_spacy_tokens_for_baseline: FIVE British tourists to Egypt , including one from Mold , were injured when a bomb was dropped from a bridge in Cairo as their tour bus headed out to see the pyramids at Giza .

source_bert_toks: five british tourists to egypt , including one from mold , were injured when a bomb was dropped from a bridge in cairo as their tour bus headed out to see the pyramid ##s at gi ##za .

reference_raw: Five British tourists to Egypt, including one from Mold, were injured when a bomb was dropped off the bridge in Cairo as their tour bus went to visit the pyramids in Giza.

reference_spacy_tokens: Five British tourists to Egypt , including one from Mold , were injured when a bomb was dropped off the bridge in Cairo as their tour bus went to visit the pyramids in Giza .


fn_spacy_tokens_for_baseline: The brain had enlarged later in order to exploit the tool - making capacities of hands that were now freed from the task of locomotion .

source_bert_toks: the brain had enlarged later in order to exploit the tool - making capacities of hands that were now freed from the task of loco ##mot ##ion .

reference_raw: Later, the brain expanded to use the tool-making capacity of the hands, which were now free from the task of locomotion.

reference_spacy_tokens: Later , the brain expanded to use the tool - making capacity of the hands , which were now free from the task of locomotion .


fn_spacy_tokens_for_baseline: He could do more to cut public subsidies and transfers , thus making funds available for public services starved of money for six years .

source_bert_toks: he could do more to cut public subsidies and transfers , thus making funds available for public services starved of money for six years .

reference_raw: It could do more to reduce public subsidies and transfers, making public service funds starved for six years.

reference_spacy_tokens: It could do more to reduce public subsidies and transfers , making public service funds starved for six years .


fn_spacy_tokens_for_baseline: At Goodwill , it is the hard work of staff and those who benefit from our services that produces the kind of inspiring results I see every day : A Goodwill staff member addresses a group of welfare recipients : " You can earn the money to support yourself and your family , " she says .

source_bert_toks: at goodwill , it is the hard work of staff and those who benefit from our services that produces the kind of inspiring results i see every day : a goodwill staff member addresses a group of welfare recipients : " you can earn the money to support yourself and your family , " she says .

reference_raw: In Goodwill, it is the hard work of the employees and those who benefit from our services that produce the same inspirational results that I see every day: a Goodwill employee addresses a group of social recipients: "You can make money to support yourself and your family," he says.

reference_spacy_tokens: In Goodwill , it is the hard work of the employees and those who benefit from our services that produce the same inspirational results that I see every day : a Goodwill employee addresses a group of social recipients : " You can make money to support yourself and your family , " he says .


fn_spacy_tokens_for_baseline: He held up his candle before an extraordinary object which stood at the back of the dresser .

source_bert_toks: he held up his candle before an extraordinary object which stood at the back of the dresser .

reference_raw: He raised the candle in front of a strange thing standing in the back of the closet.

reference_spacy_tokens: He raised the candle in front of a strange thing standing in the back of the closet .


fn_spacy_tokens_for_baseline: Fifth : Securing supply of food and water .

source_bert_toks: fifth : securing supply of food and water .

reference_raw: Fifth, to ensure the supply of foodstuffs and water.

reference_spacy_tokens: Fifth , to ensure the supply of foodstuffs and water .


fn_spacy_tokens_for_baseline: well my eldest son took piano for oh about four years and lost interest but he learned enough that he can still sit down and play and enjoys doing that and has a keyboard

reference_raw: Well, my eldest son took the piano for, like, four years, and he was out of interest, but he learned enough to sit down and play, and he likes to do it, and he's got a keyboard.

reference_spacy_tokens: Well , my eldest son took the piano for , like , four years , and he was out of interest , but he learned enough to sit down and play , and he likes to do it , and he 's got a keyboard .


fn_spacy_tokens_for_baseline: A man turned into a baby , who bobbed his head and wept .

source_bert_toks: a man turned into a baby , who bobbed his head and wept .

reference_raw: The man turned into a child, who shook his head and wept.

reference_spacy_tokens: The man turned into a child , who shook his head and wept .


fn_spacy_tokens_for_baseline: I do n't drive .

source_bert_toks: i don ' t drive .

reference_raw: I'm not riding.

reference_spacy_tokens: I 'm not riding .


fn_spacy_tokens_for_baseline: The boy elbowed him trying to get him off .

source_bert_toks: the boy elbow ##ed him trying to get him off .

reference_raw: The boy nudged him, trying to get him out of the way.

reference_spacy_tokens: The boy nudged him , trying to get him out of the way .


fn_spacy_tokens_for_baseline: Dexter pulled a packet of cigarettes from his leather blouson and offered her one .

source_bert_toks: dexter pulled a packet of cigarettes from his leather b ##lous ##on and offered her one .

reference_raw: Dexter took a pack of cigarettes out of his leather tunic and offered it to her.

reference_spacy_tokens: Dexter took a pack of cigarettes out of his leather tunic and offered it to her .


fn_spacy_tokens_for_baseline: The president of Edison , New Jersey - based Verbex Voice Systems Inc has skedaddled so the board has picked chief operating officer Larry Dooling , former USL chief , to replace him .

source_bert_toks: the president of edison , new jersey - based verb ##ex voice systems inc has sk ##eda ##ddled so the board has picked chief operating officer larry doo ##ling , former usl chief , to replace him .

reference_raw: The president of Edison, Verbex Voice Systems Inc., based in New Jersey, skidded, so the board chose Chief Operations Officer Larry Dooling, former USL chief, to replace him.

reference_spacy_tokens: The president of Edison , Verbex Voice Systems Inc. , based in New Jersey , skidded , so the board chose Chief Operations Officer Larry Dooling , former USL chief , to replace him .


fn_spacy_tokens_for_baseline: Reality hit when he was unable to reconcile with his wife and ended up on the street .

source_bert_toks: reality hit when he was unable to reconcile with his wife and ended up on the street .

reference_raw: Reality hit him when he couldn't make up with his wife and ended up on the street.

reference_spacy_tokens: Reality hit him when he could n't make up with his wife and ended up on the street .


fn_spacy_tokens_for_baseline: [ He issued ] more edicts to accommodate the policies of the Saudi regime .

source_bert_toks: [ he issued ] more edict ##s to accommodate the policies of the saudi regime .

reference_raw: [Published] more edicts to adapt to the Saudi regime's policies.

reference_spacy_tokens: [ Published ] more edicts to adapt to the Saudi regime 's policies .


fn_spacy_tokens_for_baseline: Ramsey was unusual in that to him the priest 's ordination meant much more than the deacon 's ordination .

source_bert_toks: ramsey was unusual in that to him the priest ' s ordination meant much more than the deacon ' s ordination .

reference_raw: Ramsey was unusual in that the priest's command meant more to him than the deacon's command.

reference_spacy_tokens: Ramsey was unusual in that the priest 's command meant more to him than the deacon 's command .


fn_spacy_tokens_for_baseline: This time , Mr Kaifu was convinced , the Americans would not be shut up with a promise here , a concession there .

source_bert_toks: this time , mr kai ##fu was convinced , the americans would not be shut up with a promise here , a concession there .

reference_raw: This time, Mr. Kaifu was convinced, the Americans would not be silenced by the promise of a concession.

reference_spacy_tokens: This time , Mr. Kaifu was convinced , the Americans would not be silenced by the promise of a concession .


fn_spacy_tokens_for_baseline: My instructor played a role like no other instructor I 've ever had I appreciate everything that Goodwill has done for me . " -- Cornell

source_bert_toks: my instructor played a role like no other instructor i ' ve ever had i appreciate everything that goodwill has done for me . " - - cornell

reference_raw: My instructor played a part like no other instructor I've ever had, and I appreciate everything Goodwill did for me." - Cornell.

reference_spacy_tokens: My instructor played a part like no other instructor I 've ever had , and I appreciate everything Goodwill did for me . " - Cornell .


fn_spacy_tokens_for_baseline: Then a stone parapet and bright white globes on poles like giant pearl hat - pins .

source_bert_toks: then a stone parapet and bright white globe ##s on poles like giant pearl hat - pins .

reference_raw: Then the stone parapet and the bright white globes on the poles, like giant pearl hat pins.

reference_spacy_tokens: Then the stone parapet and the bright white globes on the poles , like giant pearl hat pins .


fn_spacy_tokens_for_baseline: Nor do I think that it is disgraceful if two men of a loving disposition should set up home together .

source_bert_toks: nor do i think that it is disgrace ##ful if two men of a loving disposition should set up home together .

reference_raw: I don't think it's a shame to have two men of a loving disposition set up a home together.

reference_spacy_tokens: I do n't think it 's a shame to have two men of a loving disposition set up a home together .


fn_spacy_tokens_for_baseline: The bell tinkled again .

source_bert_toks: the bell tin ##kled again .

reference_raw: The bell rang again.

reference_spacy_tokens: The bell rang again .


fn_spacy_tokens_for_baseline: How much time people spent watching TV depends on the definition of ' watch ' .

source_bert_toks: how much time people spent watching tv depends on the definition of ' watch ' .

reference_raw: How much time people spend watching TV depends on how much time they define watches.

reference_spacy_tokens: How much time people spend watching TV depends on how much time they define watches .


fn_spacy_tokens_for_baseline: Syria 's nuclear program remains in the fundamental stages of development , with virtually no fuel cycle facilities in operation .

source_bert_toks: syria ' s nuclear program remains in the fundamental stages of development , with virtually no fuel cycle facilities in operation .

reference_raw: The Syrian nuclear programme is still at an essential stage of development, with virtually no fuel cycle equipment in place.

reference_spacy_tokens: The Syrian nuclear programme is still at an essential stage of development , with virtually no fuel cycle equipment in place .


fn_spacy_tokens_for_baseline: No chivalrous knights , no majestic armies moving according to rules , but horrible deeds , towns gutted and burnt , women and children slain .

source_bert_toks: no chi ##val ##rous knights , no majestic armies moving according to rules , but horrible deeds , towns gut ##ted and burnt , women and children slain .

reference_raw: No knights, no noble armies moving according to the rules, but terrible deeds, cities torn and burned, women and children killed.

reference_spacy_tokens: No knights , no noble armies moving according to the rules , but terrible deeds , cities torn and burned , women and children killed .


fn_spacy_tokens_for_baseline: ' In El Salvador , death squads silence their opposition violently ' , says Neighbor to Neighbor director Fred Ross .

source_bert_toks: ' in el salvador , death squads silence their opposition violently ' , says neighbor to neighbor director fred ross .

reference_raw: "In El Salvador, the death squads are shutting down their opposition violently," says the neighboring director Fred Ross.

reference_spacy_tokens: " In El Salvador , the death squads are shutting down their opposition violently , " says the neighboring director Fred Ross .


fn_spacy_tokens_for_baseline: However , recent suicide bombings and other attacks in northwest Pakistan suggest that the Taliban is resolved to keep up the pressure on security forces .

source_bert_toks: however , recent suicide bombings and other attacks in northwest pakistan suggest that the taliban is resolved to keep up the pressure on security forces .

reference_raw: However, recent suicide attacks and other attacks in Northwest Pakistan suggest that the Taliban are determined to maintain pressure on the security forces.

reference_spacy_tokens: However , recent suicide attacks and other attacks in Northwest Pakistan suggest that the Taliban are determined to maintain pressure on the security forces .


fn_spacy_tokens_for_baseline: And yet the treatment of his characters is not exactly what that prefatory article of his might have led one to expect .

source_bert_toks: and yet the treatment of his characters is not exactly what that pre ##fat ##ory article of his might have led one to expect .

reference_raw: And yet the treatment of his character isn't exactly what his prefactory article could have expected.

reference_spacy_tokens: And yet the treatment of his character is n't exactly what his prefactory article could have expected .


fn_spacy_tokens_for_baseline: In no time at all they were coasting down the slope out of the car park .

source_bert_toks: in no time at all they were coast ##ing down the slope out of the car park .

reference_raw: Soon they were coming down the slope from the parking lot.

reference_spacy_tokens: Soon they were coming down the slope from the parking lot .


fn_spacy_tokens_for_baseline: Jean - Claude , exhausted by the long ride from Paris and a late night of in - toxication , moaned something unintelligible as I got out of bed , rolled over and promptly went back to sleep .

source_bert_toks: jean - claude , exhausted by the long ride from paris and a late night of in - toxic ##ation , moaned something un ##int ##elli ##gible as i got out of bed , rolled over and promptly went back to sleep .

reference_raw: Jean-Claude, exhausted by the long ride out of Paris and the late night of toxication, groaned something incomprehensible as I got out of bed, rolled over, and went back to sleep at once.

reference_spacy_tokens: Jean - Claude , exhausted by the long ride out of Paris and the late night of toxication , groaned something incomprehensible as I got out of bed , rolled over , and went back to sleep at once .


fn_spacy_tokens_for_baseline: In Chicago on June 17 she attacked those attempting ' to create a new artificial state by taking powers away from national states and concentrating them at the centre ' .

source_bert_toks: in chicago on june 17 she attacked those attempting ' to create a new artificial state by taking powers away from national states and concentrating them at the centre ' .

reference_raw: On June 17, in Chicago, she attacked those who tried to create a new synthetic state by taking power from the states and concentrating it in the center.

reference_spacy_tokens: On June 17 , in Chicago , she attacked those who tried to create a new synthetic state by taking power from the states and concentrating it in the center .


fn_spacy_tokens_for_baseline: At Cultoon there is a deep narrow dale in which there is a den that probably had been used as a human habitation .

source_bert_toks: at cult ##oon there is a deep narrow dale in which there is a den that probably had been used as a human habitat ##ion .

reference_raw: There's a deep, narrow valley in Cultoon where there's a lair that's probably been used as a human habitation.

reference_spacy_tokens: There 's a deep , narrow valley in Cultoon where there 's a lair that 's probably been used as a human habitation .


fn_spacy_tokens_for_baseline: The bacteriophage infects the bacterium , Staphylococcus , by taking over its cell chemistry and it is thought to cause the production of a toxic substance which is poisonous to human cells .

source_bert_toks: the ba ##cter ##io ##pha ##ge in ##fect ##s the bacterium , st ##ap ##hyl ##oco ##ccus , by taking over its cell chemistry and it is thought to cause the production of a toxic substance which is poisonous to human cells .

reference_raw: Bacteriophage infects the bacteria, Staphylococcus, by taking over its cell chemistry and it is believed to cause a toxic substance that is toxic to human cells.

reference_spacy_tokens: Bacteriophage infects the bacteria , Staphylococcus , by taking over its cell chemistry and it is believed to cause a toxic substance that is toxic to human cells .


fn_spacy_tokens_for_baseline: That would change dramatically with the 1966 arrival of billionaire Howard Hughes .

source_bert_toks: that would change dramatically with the 1966 arrival of billionaire howard hughes .

reference_raw: This will change dramatically when billionaire Howard Hughes arrives in 1966.

reference_spacy_tokens: This will change dramatically when billionaire Howard Hughes arrives in 1966 .


fn_spacy_tokens_for_baseline: Police chief Johan van der Merwe , in charge of the murder hunt , denied TODAY reports that the initial investigation was bungled .

source_bert_toks: police chief johan van der mer ##we , in charge of the murder hunt , denied today reports that the initial investigation was bun ##gled .

reference_raw: Police Chief Johan van der Merwe, responsible for the murder hunt, denied TODAY's report that the original investigation had been wronged.

reference_spacy_tokens: Police Chief Johan van der Merwe , responsible for the murder hunt , denied TODAY 's report that the original investigation had been wronged .


fn_spacy_tokens_for_baseline: The phase is characterized by inter articulation between the state and productive capital and by the participation of collective organizations in the state which is increasingly a welfare state .

source_bert_toks: the phase is characterized by inter art ##ic ##ulation between the state and productive capital and by the participation of collective organizations in the state which is increasingly a welfare state .

reference_raw: This stage is characterised by the interaction between state and productive capital and the involvement of collecting societies in a state that is increasingly a welfare state.

reference_spacy_tokens: This stage is characterised by the interaction between state and productive capital and the involvement of collecting societies in a state that is increasingly a welfare state .


fn_spacy_tokens_for_baseline: However , you are not likely to find bargains , and you should be aware that unless you are an expert , you can end up with a fake .

source_bert_toks: however , you are not likely to find bargain ##s , and you should be aware that unless you are an expert , you can end up with a fake .

reference_raw: But it's unlikely that you'll find a deal, and you should know that if you're not an expert, you'll wind up with a fake.

reference_spacy_tokens: But it 's unlikely that you 'll find a deal , and you should know that if you 're not an expert , you 'll wind up with a fake .


fn_spacy_tokens_for_baseline: One story has it that traders Jardine , Matheson and Co fired a private salute for a visiting tycoon , an act that incensed the colonial authorities , who felt that they had the sole right to issue such a 21 - gun welcome .

source_bert_toks: one story has it that traders jar ##dine , math ##eson and co fired a private salute for a visiting ty ##co ##on , an act that incense ##d the colonial authorities , who felt that they had the sole right to issue such a 21 - gun welcome .

reference_raw: There's a story that merchants Jardine, Matheson, and Co fired a private greeting for a visiting tycoon, an act that incensed the colonial authorities, who felt they had the exclusive right to issue such a 21-gun greeting.

reference_spacy_tokens: There 's a story that merchants Jardine , Matheson , and Co fired a private greeting for a visiting tycoon , an act that incensed the colonial authorities , who felt they had the exclusive right to issue such a 21-gun greeting .


fn_spacy_tokens_for_baseline: Iran possesses one of the largest missile inventories in the Middle East and has acquired complete missile systems and developed an infrastructure to build missiles indigenously .

source_bert_toks: iran possesses one of the largest missile inventor ##ies in the middle east and has acquired complete missile systems and developed an infrastructure to build missiles indigenous ##ly .

reference_raw: Iran has one of the largest missile stocks in the Middle East and has acquired complete missile systems and developed an infrastructure for the construction of missiles domestically.

reference_spacy_tokens: Iran has one of the largest missile stocks in the Middle East and has acquired complete missile systems and developed an infrastructure for the construction of missiles domestically .


fn_spacy_tokens_for_baseline: The United Kingdom , in its observations on the preliminary draft , expressed the hope that the Convention would not apply at all in cases in which the address of the person on whom documents were to be served was unknown ; it was unhappy about the possible effect of what was to become Article 15 in such cases and more generally felt that the provisions of the Convention were not apt where the address was unknown .

source_bert_toks: the united kingdom , in its observations on the preliminary draft , expressed the hope that the convention would not apply at all in cases in which the address of the person on whom documents were to be served was unknown ; it was unhappy about the possible effect of what was to become article 15 in such cases and more generally felt that the provisions of the convention were not apt where the address was unknown .

reference_raw: In its observations on the preliminary proposal, the United Kingdom expressed the hope that the Convention would not apply at all in cases where the address of the person to whom the documents were to be served was not known; it was not satisfied with the possible effect of what would become Article 15 in such cases and, more generally, felt that the provisions of the Convention were not applicable where the address was not known.

reference_spacy_tokens: In its observations on the preliminary proposal , the United Kingdom expressed the hope that the Convention would not apply at all in cases where the address of the person to whom the documents were to be served was not known ; it was not satisfied with the possible effect of what would become Article 15 in such cases and , more generally , felt that the provisions of the Convention were not applicable where the address was not known .


fn_spacy_tokens_for_baseline: Initially , North Korea claimed it had no intention of producing nuclear weapons , and that the lifting of the nuclear freeze was necessary to generate needed electricity .

source_bert_toks: initially , north korea claimed it had no intention of producing nuclear weapons , and that the lifting of the nuclear freeze was necessary to generate needed electricity .

reference_raw: North Korea initially claimed that it did not intend to produce nuclear weapons and that the lifting of the nuclear freeze was necessary in order to generate the necessary power.

reference_spacy_tokens: North Korea initially claimed that it did not intend to produce nuclear weapons and that the lifting of the nuclear freeze was necessary in order to generate the necessary power .


fn_spacy_tokens_for_baseline: Her clothes were as different as possible from the Victorian get - up of the other one .

source_bert_toks: her clothes were as different as possible from the victorian get - up of the other one .

reference_raw: Her dress was as different as she could from the Victorian awakening of the other.

reference_spacy_tokens: Her dress was as different as she could from the Victorian awakening of the other .


fn_spacy_tokens_for_baseline: The growing competition in rail transport resulted in Union Pacific buying the Los Angeles - Salt Lake line .

source_bert_toks: the growing competition in rail transport resulted in union pacific buying the los angeles - salt lake line .

reference_raw: The increasing competition in rail transport has led the Union Pacific to purchase the L.A. - Salt Lake line.

reference_spacy_tokens: The increasing competition in rail transport has led the Union Pacific to purchase the L.A. - Salt Lake line .


fn_spacy_tokens_for_baseline: Charlie found himself mesmerised by the mosaic patterns that covered the inner walls , their tiny squares making up life - size portraits .

source_bert_toks: charlie found himself me ##sm ##eri ##sed by the mosaic patterns that covered the inner walls , their tiny squares making up life - size portraits .

reference_raw: Charlie was fascinated by the mosaic patterns that covered the interior walls, and their tiny squares made up life-size portraits.

reference_spacy_tokens: Charlie was fascinated by the mosaic patterns that covered the interior walls , and their tiny squares made up life - size portraits .


fn_spacy_tokens_for_baseline: Baldoni was a pudgy , balding man wearing a blue blazer with five silver buttons , a canary - yellow pullover and a red tie .

source_bert_toks: bald ##oni was a pu ##d ##gy , bald ##ing man wearing a blue blaze ##r with five silver buttons , a canary - yellow pull ##over and a red tie .

reference_raw: Baldoni was a plump, balding man in a blue jacket with five silver buttons, a canary yellow pullover, and a red tie.

reference_spacy_tokens: Baldoni was a plump , balding man in a blue jacket with five silver buttons , a canary yellow pullover , and a red tie .


fn_spacy_tokens_for_baseline: Recent business projections for Las Vegas predict challenges ; tourism revenues must increase substantially to sustain what is already built , while actual figures show visitation as steady or declining .

source_bert_toks: recent business projections for las vegas predict challenges ; tourism revenues must increase substantially to sustain what is already built , while actual figures show visitation as steady or declining .

reference_raw: The latest business projections for Las Vegas predict challenges; tourism revenues need to increase significantly in order to maintain what has already been built, while actual data show that visits are stable or declining.

reference_spacy_tokens: The latest business projections for Las Vegas predict challenges ; tourism revenues need to increase significantly in order to maintain what has already been built , while actual data show that visits are stable or declining .


fn_spacy_tokens_for_baseline: Colorado - based Miniscribe filed for bankruptcy protection in January 1990 when it emerged that its senior management had carried out a massive fraud .

source_bert_toks: colorado - based mini ##scribe filed for bankruptcy protection in january 1990 when it emerged that its senior management had carried out a massive fraud .

reference_raw: The Colorado Miniscribe applied for bankruptcy protection in January 1990 when it became apparent that its senior management had committed a massive fraud.

reference_spacy_tokens: The Colorado Miniscribe applied for bankruptcy protection in January 1990 when it became apparent that its senior management had committed a massive fraud .


fn_spacy_tokens_for_baseline: Doisneau is a small , bird - like man with mischievous eyes and a gleeful laugh .

source_bert_toks: doi ##s ##nea ##u is a small , bird - like man with mischievous eyes and a glee ##ful laugh .

reference_raw: Doisneau is a small, birdlike man with mischievous eyes and cheerful laughter.

reference_spacy_tokens: Doisneau is a small , birdlike man with mischievous eyes and cheerful laughter .


fn_spacy_tokens_for_baseline: And that includes older people , who are not yet confirmed or made members of the church .

source_bert_toks: and that includes older people , who are not yet confirmed or made members of the church .

reference_raw: This includes older people who have not yet been certified or made a member of the Church.

reference_spacy_tokens: This includes older people who have not yet been certified or made a member of the Church .


fn_spacy_tokens_for_baseline: There were even giggles as this ( as he seemed to some of them ) funny little man with a funny voice urged the audience to abstain from fleshly lusts .

source_bert_toks: there were even giggles as this ( as he seemed to some of them ) funny little man with a funny voice urged the audience to abs ##tain from flesh ##ly lust ##s .

reference_raw: There was even a giggle as this (he seemed to some of them) a funny little man with a funny voice urged the audience to refrain from carnal desires.

reference_spacy_tokens: There was even a giggle as this ( he seemed to some of them ) a funny little man with a funny voice urged the audience to refrain from carnal desires .


fn_spacy_tokens_for_baseline: Unemployed , homeless and with a prison record , Jerry now faced going back to prison for failure to pay child support .

source_bert_toks: unemployed , homeless and with a prison record , jerry now faced going back to prison for failure to pay child support .

reference_raw: Unemployment, homeless, and with a prison record, Jerry was now facing a return to prison for failing to pay child support.

reference_spacy_tokens: Unemployment , homeless , and with a prison record , Jerry was now facing a return to prison for failing to pay child support .


fn_spacy_tokens_for_baseline: James M. McClelland President

source_bert_toks: james m . mcc ##lellan ##d president

reference_raw: James M. McClelland Chairman

reference_spacy_tokens: James M. McClelland Chairman


fn_spacy_tokens_for_baseline: While this could be true , it should be noted that the utility of these fungal species is not limited to BW applications .

source_bert_toks: while this could be true , it should be noted that the utility of these fungal species is not limited to b ##w applications .

reference_raw: Although this may be the case, it should be noted that the usefulness of these fungal species is not limited to BW applications.

reference_spacy_tokens: Although this may be the case , it should be noted that the usefulness of these fungal species is not limited to BW applications .


fn_spacy_tokens_for_baseline: It also ensures that the city is permanently cloaked in a stinking cloud of smoke and dust .

source_bert_toks: it also ensures that the city is permanently cloak ##ed in a stink ##ing cloud of smoke and dust .

reference_raw: It also ensures that the city is permanently covered in a stinking cloud of smoke and dust.

reference_spacy_tokens: It also ensures that the city is permanently covered in a stinking cloud of smoke and dust .


fn_spacy_tokens_for_baseline: El Espectador has been a special target because of the extraordinary courage of its publisher and his staff .

source_bert_toks: el es ##pe ##cta ##dor has been a special target because of the extraordinary courage of its publisher and his staff .

reference_raw: Because of the extraordinary courage of its publisher and his staff, El Espectador was a special objective.

reference_spacy_tokens: Because of the extraordinary courage of its publisher and his staff , El Espectador was a special objective .


fn_spacy_tokens_for_baseline: The party responsible for receiving billing invoices from the domain name registrar and paying applicable fees .

source_bert_toks: the party responsible for receiving billing in ##vo ##ices from the domain name registrar and paying applicable fees .

reference_raw: The party responsible for the receipt of bills from the domain name registrar and for the payment of the applicable fees.

reference_spacy_tokens: The party responsible for the receipt of bills from the domain name registrar and for the payment of the applicable fees .


fn_spacy_tokens_for_baseline: You could have no clue of their passion for snooker -- bad snooker , at that -- from the information they allow you on their book jackets .

source_bert_toks: you could have no clue of their passion for snooker - - bad snooker , at that - - from the information they allow you on their book jackets .

reference_raw: You couldn't have any idea of their passion for snookers -- bad snookers at this -- based on the information they gave you on their book jackets.

reference_spacy_tokens: You could n't have any idea of their passion for snookers -- bad snookers at this -- based on the information they gave you on their book jackets .


fn_spacy_tokens_for_baseline: In my experience , women often have greater stamina and are able to handle comfortably the long , often arduous hours of agency work better than many of their male colleagues .

source_bert_toks: in my experience , women often have greater st ##amina and are able to handle comfortably the long , often ar ##du ##ous hours of agency work better than many of their male colleagues .

reference_raw: In my experience, women often have more endurance and are able to handle the long, often difficult hours of agency work better than many of their male colleagues.

reference_spacy_tokens: In my experience , women often have more endurance and are able to handle the long , often difficult hours of agency work better than many of their male colleagues .


fn_spacy_tokens_for_baseline: More shipments of gas and cooking fuel should be arriving soon , he said .

source_bert_toks: more shipments of gas and cooking fuel should be arriving soon , he said .

reference_raw: More supplies of gas and cooking fuel should arrive soon, he said.

reference_spacy_tokens: More supplies of gas and cooking fuel should arrive soon , he said .


fn_spacy_tokens_for_baseline: She smoked her cigarette very slowly , trying not to cough and thinking of all the things she was going to do .

source_bert_toks: she smoked her cigarette very slowly , trying not to cough and thinking of all the things she was going to do .

reference_raw: She smoked a cigarette very slowly, trying not to clear her throat and think about what she was about to do.

reference_spacy_tokens: She smoked a cigarette very slowly , trying not to clear her throat and think about what she was about to do .


fn_spacy_tokens_for_baseline: However , several Iranian officials has never hidden his abhorrence of CW use in battlefield .

source_bert_toks: however , several iranian officials has never hidden his ab ##hor ##rence of cw use in battlefield .

reference_raw: Some Iranian officials, however, have never concealed their aversion to the use of CW on the battlefield.

reference_spacy_tokens: Some Iranian officials , however , have never concealed their aversion to the use of CW on the battlefield .


fn_spacy_tokens_for_baseline: That era is gone now , but other elements of the island 's old life are preserved .

source_bert_toks: that era is gone now , but other elements of the island ' s old life are preserved .

reference_raw: The time has passed, but other elements of the island's old life have been preserved.

reference_spacy_tokens: The time has passed , but other elements of the island 's old life have been preserved .


fn_spacy_tokens_for_baseline: When government ministers talked during the mid-1980s about their justification for nuclear power , it nearly always included a catalogue of fearful threats which started with OPEC and ended with Scargill .

source_bert_toks: when government ministers talked during the mid - 1980s about their justification for nuclear power , it nearly always included a catalogue of fearful threats which started with op ##ec and ended with scar ##gill .

reference_raw: In the mid-1980s, when government ministers discussed the rationale for nuclear power, it almost always included a catalogue of fearful threats that began with OPEC and ended with Scargill.

reference_spacy_tokens: In the mid-1980s , when government ministers discussed the rationale for nuclear power , it almost always included a catalogue of fearful threats that began with OPEC and ended with Scargill .


fn_spacy_tokens_for_baseline: Retirement of debt securities prior to maturity .

source_bert_toks: retirement of debt securities prior to maturity .

reference_raw: Retirement of debt securities before the due date.

reference_spacy_tokens: Retirement of debt securities before the due date .


fn_spacy_tokens_for_baseline: The controls of the capturador were more complex than those of a kitchen model , but I recognized the unstop tab .

source_bert_toks: the controls of the capt ##ura ##dor were more complex than those of a kitchen model , but i recognized the un ##sto ##p tab .

reference_raw: The commands of the capturador were more complex than those of the kitchen model, but I recognized the unstoppable tab.

reference_spacy_tokens: The commands of the capturador were more complex than those of the kitchen model , but I recognized the unstoppable tab .


fn_spacy_tokens_for_baseline: In April 2003 , Egyptian customs officials intercepted 22 tons of aluminum tubing from Germany that would likely have been used for a pilot cascade of about 100 - 200 gas centrifuges , which indicates North Korea is probably not yet ready to begin operation of a large - scale plant .

source_bert_toks: in april 2003 , egyptian customs officials intercepted 22 tons of aluminum tub ##ing from germany that would likely have been used for a pilot cascade of about 100 - 200 gas cent ##ri ##fu ##ges , which indicates north korea is probably not yet ready to begin operation of a large - scale plant .

reference_raw: In April 2003, Egyptian customs officials intercepted 22 tonnes of aluminium pipes from Germany, which would probably be used in a pilot cascade of about 100 to 200 gas centrifuges, indicating that North Korea is probably not ready to start operating a large-scale facility.

reference_spacy_tokens: In April 2003 , Egyptian customs officials intercepted 22 tonnes of aluminium pipes from Germany , which would probably be used in a pilot cascade of about 100 to 200 gas centrifuges , indicating that North Korea is probably not ready to start operating a large - scale facility .


fn_spacy_tokens_for_baseline: But LibDem leader Paddy Ashdown says Major has reneged on assurance in 1990 that ministers were not dodging an arms ban .

source_bert_toks: but li ##b ##de ##m leader paddy ash ##down says major has rene ##ged on assurance in 1990 that ministers were not dod ##ging an arms ban .

reference_raw: But the LibDem leader, Paddy Ashdown, claims that in 1990 the major reneged on assurances that ministers did not avoid a ban on weapons.

reference_spacy_tokens: But the LibDem leader , Paddy Ashdown , claims that in 1990 the major reneged on assurances that ministers did not avoid a ban on weapons .


fn_spacy_tokens_for_baseline: This action worsened the emerging crisis because the random placement of the spent fuel rods in a temporary storage pond compromised the IAEA 's capacity to reconstruct the operational history of the reactor , which could have been used in efforts to account for the discrepancies in Pyongyang 's reported plutonium reprocessing .

source_bert_toks: this action worsened the emerging crisis because the random placement of the spent fuel rods in a temporary storage pond compromised the ia ##ea ' s capacity to rec ##ons ##truct the operational history of the reactor , which could have been used in efforts to account for the disc ##re ##pan ##cies in p ##yon ##gy ##ang ' s reported pluto ##nium rep ##ro ##ces ##sing .

reference_raw: This action aggravated the emerging crisis, as the random placement of spent fuel rods in a temporary storage pond undermined the ability of the IAEA to reconstruct the operational history of the reactor, which could be used to explain the discrepancies in Pyongyang's reported reprocessing of plutonium.

reference_spacy_tokens: This action aggravated the emerging crisis , as the random placement of spent fuel rods in a temporary storage pond undermined the ability of the IAEA to reconstruct the operational history of the reactor , which could be used to explain the discrepancies in Pyongyang 's reported reprocessing of plutonium .


fn_spacy_tokens_for_baseline: These data agree with those of Mahmood and Templeton and support the hypothesis that the incidence of the disease is related to exposure to menstruation .

source_bert_toks: these data agree with those of ma ##hm ##ood and temple ##ton and support the hypothesis that the incidence of the disease is related to exposure to men ##st ##ru ##ation .

reference_raw: These data are consistent with the data from Mahmood and Templeton and confirm the hypothesis that the occurrence of the disease is associated with the exposure to menstruation.

reference_spacy_tokens: These data are consistent with the data from Mahmood and Templeton and confirm the hypothesis that the occurrence of the disease is associated with the exposure to menstruation .


fn_spacy_tokens_for_baseline: In early 2004 , Iran announced the inauguration of a new liquid - fuel Ra'ad missile , and initiated production facilities for the short - range , image - guided Kosar missile .

source_bert_toks: in early 2004 , iran announced the inauguration of a new liquid - fuel ra ' ad missile , and initiated production facilities for the short - range , image - guided ko ##sar missile .

reference_raw: At the beginning of 2004, Iran announced the launch of a new fluid-fueled Ra'ad missile and launched production facilities for a short-range, image-driven Kosar missile.

reference_spacy_tokens: At the beginning of 2004 , Iran announced the launch of a new fluid - fueled Ra'ad missile and launched production facilities for a short - range , image - driven Kosar missile .


fn_spacy_tokens_for_baseline: He knew he had made a bad mistake , but despite his commitment to rebuilding his life , he just did n't count on the obstacles that would be thrown up in his path .

source_bert_toks: he knew he had made a bad mistake , but despite his commitment to rebuilding his life , he just didn ' t count on the obstacles that would be thrown up in his path .

reference_raw: He knew he'd made a terrible mistake, but despite his commitment to rebuilding his life, he simply hadn't anticipated the obstacles he'd put in his way.

reference_spacy_tokens: He knew he 'd made a terrible mistake , but despite his commitment to rebuilding his life , he simply had n't anticipated the obstacles he 'd put in his way .


fn_spacy_tokens_for_baseline: 2- Preserving Islamic morals and avoiding means of corruption and bad companions , through verification and confirmation of news . ( T.C : Koranic verse ) To observe good conduct and filial piety even if they were infidels .

source_bert_toks: 2 - preserving islamic morals and avoiding means of corruption and bad companions , through verification and confirmation of news . ( t . c : ko ##rani ##c verse ) to observe good conduct and fi ##lia ##l pie ##ty even if they were in ##fide ##ls .

reference_raw: 2- Preserving Islamic morals and avoiding the means of corruption and evil companions by verifying and confirming news. (T.C.: Koranic verse) Observing good behavior and filial piety, even if they were infidels.

reference_spacy_tokens: 2- Preserving Islamic morals and avoiding the means of corruption and evil companions by verifying and confirming news . ( T.C. : Koranic verse ) Observing good behavior and filial piety , even if they were infidels .


fn_spacy_tokens_for_baseline: A US judge late on Thursday threw out Mr Kerkorian 's claims that Daimler had fraudulently described the 1998 deal bringing together Daimler - Benz and Chrysler as a merger rather than a takeover to avoid paying a premium .

source_bert_toks: a us judge late on thursday threw out mr ke ##rk ##oria ##n ' s claims that dai ##mler had fraudulent ##ly described the 1998 deal bringing together dai ##mler - benz and chrysler as a merger rather than a takeover to avoid paying a premium .

reference_raw: Later on Thursday, a U.S. judge rejected Mr. Kerkorian's claim that Daimler had fraudulently described the 1998 agreement linking Daimler-Benz and Chrysler to a merger rather than a takeover in order to avoid payment of the premium.

reference_spacy_tokens: Later on Thursday , a U.S. judge rejected Mr. Kerkorian 's claim that Daimler had fraudulently described the 1998 agreement linking Daimler - Benz and Chrysler to a merger rather than a takeover in order to avoid payment of the premium .


fn_spacy_tokens_for_baseline: Eighteen teams competed in the annual tournament over three nights at Barlaston .

source_bert_toks: eighteen teams competed in the annual tournament over three nights at bar ##las ##ton .

reference_raw: Eighteen teams fought in Barlaston for three nights in the yearly tournament.

reference_spacy_tokens: Eighteen teams fought in Barlaston for three nights in the yearly tournament .


fn_spacy_tokens_for_baseline: Even at the best of times it was seldom working , and at present the electric current was cut off during daylight hours .

source_bert_toks: even at the best of times it was seldom working , and at present the electric current was cut off during daylight hours .

reference_raw: Even at the best of times, it was rarely functioning, and the current was now cut off during the daytime.

reference_spacy_tokens: Even at the best of times , it was rarely functioning , and the current was now cut off during the daytime .


fn_spacy_tokens_for_baseline: I am locked up in the laundry room .

source_bert_toks: i am locked up in the laundry room .

reference_raw: I'm locked in the laundromat.

reference_spacy_tokens: I 'm locked in the laundromat .


fn_spacy_tokens_for_baseline: Although China claims that it no longer possesses any CW stockpiles , the U.S. government believes that China has not revealed the full scope of its program .

source_bert_toks: although china claims that it no longer possesses any cw stock ##pile ##s , the u . s . government believes that china has not revealed the full scope of its program .

reference_raw: Although China claims that it no longer has a stock of CW, the US government believes that China has not revealed the full extent of its programme.

reference_spacy_tokens: Although China claims that it no longer has a stock of CW , the US government believes that China has not revealed the full extent of its programme .


fn_spacy_tokens_for_baseline: The brothers had been living in a penthouse flat in Bickenhall Street , west London , bought in December for £ 1 million cash .

source_bert_toks: the brothers had been living in a penthouse flat in bi ##cken ##hall street , west london , bought in december for £1 million cash .

reference_raw: The brothers lived in an apartment in Bickenhall Street, West London, bought for £1 million in cash in December.

reference_spacy_tokens: The brothers lived in an apartment in Bickenhall Street , West London , bought for £ 1 million in cash in December .


fn_spacy_tokens_for_baseline: A good deal of clothing with the stamp of Marx and Co.

source_bert_toks: a good deal of clothing with the stamp of marx and co .

reference_raw: Lots of clothes with Marx and Co's stamps.

reference_spacy_tokens: Lots of clothes with Marx and Co 's stamps .


fn_spacy_tokens_for_baseline: Traders followed in his wake , setting up bases in several parts of the Pearl River estuary .

source_bert_toks: traders followed in his wake , setting up bases in several parts of the pearl river estuary .

reference_raw: The merchants followed him, setting up bases in several parts of the mouth of the Pearl River.

reference_spacy_tokens: The merchants followed him , setting up bases in several parts of the mouth of the Pearl River .


fn_spacy_tokens_for_baseline: We may put aside this idea of Baynes 's that Garcia 's servants were concerned in the matter .

source_bert_toks: we may put aside this idea of bay ##nes ' s that garcia ' s servants were concerned in the matter .

reference_raw: We can put aside the idea of Baynes that Garcia's servants were worried about this.

reference_spacy_tokens: We can put aside the idea of Baynes that Garcia 's servants were worried about this .


fn_spacy_tokens_for_baseline: 1- Sheik of al - Bubali tribe in al - Jazira , Sheik Sarhan , who 's one of the traitors , and every time one of their traitors gets killed , he shows outrage and packs his tribe with their guns against the brothers .

source_bert_toks: 1 - she ##ik of al - bu ##bal ##i tribe in al - ja ##zi ##ra , she ##ik sar ##han , who ' s one of the traitor ##s , and every time one of their traitor ##s gets killed , he shows outrage and packs his tribe with their guns against the brothers .

reference_raw: One-Sheik of the Al-Bubali tribe of Al-Jazira, Sheik Sarhan, who is one of the traitors, and every time one of their traitors is killed, he shows indignation and packs his tribe with a gun to his brothers.

reference_spacy_tokens: One - Sheik of the Al - Bubali tribe of Al - Jazira , Sheik Sarhan , who is one of the traitors , and every time one of their traitors is killed , he shows indignation and packs his tribe with a gun to his brothers .


fn_spacy_tokens_for_baseline: Discrepancies between North Korean declarations and IAEA inspection findings indicate that North Korea might have reprocessed enough plutonium for one or two nuclear weapons .

source_bert_toks: disc ##re ##pan ##cies between north korean declaration ##s and ia ##ea inspection findings indicate that north korea might have rep ##ro ##ces ##sed enough pluto ##nium for one or two nuclear weapons .

reference_raw: The differences between North Korea's statements and the findings of the IAEA inspection indicate that North Korea may have reprocessed enough plutonium for one or two nuclear weapons.

reference_spacy_tokens: The differences between North Korea 's statements and the findings of the IAEA inspection indicate that North Korea may have reprocessed enough plutonium for one or two nuclear weapons .


fn_spacy_tokens_for_baseline: This time our hero ( Michael Keaton ) deals with the villainous Penguin in Batman Returns .

source_bert_toks: this time our hero ( michael ke ##aton ) deals with the villain ##ous penguin in batman returns .

reference_raw: This time our hero (Michael Keaton) is dealing with the evil penguin in Batman Returns.

reference_spacy_tokens: This time our hero ( Michael Keaton ) is dealing with the evil penguin in Batman Returns .


fn_spacy_tokens_for_baseline: Matters subject to pledge are either legitimate or permissible duties , legitimate duties like Jihad and obedience to leaders is first in importance .

source_bert_toks: matters subject to pledge are either legitimate or per ##missible duties , legitimate duties like jihad and obedience to leaders is first in importance .

reference_raw: The issues to be pledged are either legitimate or legitimate duties, legitimate duties such as Jihad and obedience to leaders are of the utmost importance.

reference_spacy_tokens: The issues to be pledged are either legitimate or legitimate duties , legitimate duties such as Jihad and obedience to leaders are of the utmost importance .


fn_spacy_tokens_for_baseline: Many substances have trivial names .

source_bert_toks: many substances have trivial names .

reference_raw: A lot of substances have little names.

reference_spacy_tokens: A lot of substances have little names .


fn_spacy_tokens_for_baseline: He was subsequently charged , under BR 's disciplinary arrangements , to answer the allegations .

source_bert_toks: he was subsequently charged , under br ' s disciplinary arrangements , to answer the allegations .

reference_raw: He was subsequently charged with responsiveness to those allegations, in accordance with the discipline of BR.

reference_spacy_tokens: He was subsequently charged with responsiveness to those allegations , in accordance with the discipline of BR .


fn_spacy_tokens_for_baseline: ' Duhamel was curt , slightly offended .

source_bert_toks: ' du ##ham ##el was curt , slightly offended .

reference_raw: Duhamel was bowed, a little insulted.

reference_spacy_tokens: Duhamel was bowed , a little insulted .


fn_spacy_tokens_for_baseline: Early in the film , with the Flowers crisis in full bloom , Sam Donaldson interviews Stephanopoulos , who blames it all on the " Republican attack machine . "

source_bert_toks: early in the film , with the flowers crisis in full bloom , sam donaldson interviews stephan ##op ##oulos , who blame ##s it all on the " republican attack machine . "

reference_raw: At the beginning of the movie, with the flower crisis in full bloom, Sam Donaldson interviews Stephanopoulos, who blames everything on the Republican assault machine.

reference_spacy_tokens: At the beginning of the movie , with the flower crisis in full bloom , Sam Donaldson interviews Stephanopoulos , who blames everything on the Republican assault machine .


fn_spacy_tokens_for_baseline: It was another seven days before she was found grinding her starboard side to shreds on a coral reef north of Straker 's Cay in the Far - Out Islands .

source_bert_toks: it was another seven days before she was found grinding her starboard side to sh ##red ##s on a coral reef north of st ##rak ##er ' s ca ##y in the far - out islands .

reference_raw: It took another seven days to find her grinding her right side to shreds on a coral reef north of Straker's Bay in the Far-Out Islands.

reference_spacy_tokens: It took another seven days to find her grinding her right side to shreds on a coral reef north of Straker 's Bay in the Far - Out Islands .


fn_spacy_tokens_for_baseline: and uh to know whether we were going to win the game or lose a game because they got one point ahead of us

reference_raw: and, uh, to see if we're gonna get the game or lose the game because they've got one point ahead of us.

reference_spacy_tokens: and , uh , to see if we 're gon na get the game or lose the game because they 've got one point ahead of us .


fn_spacy_tokens_for_baseline: But when I inquired about this I was told : ' they belt the kid later , in private ' .

source_bert_toks: but when i inquired about this i was told : ' they belt the kid later , in private ' .

reference_raw: But when I asked about it, they said, "Later, in private, they strap the boy down."

reference_spacy_tokens: But when I asked about it , they said , " Later , in private , they strap the boy down . "


fn_spacy_tokens_for_baseline: She chewed paan from an elaborately incised silver box .

source_bert_toks: she chewed pa ##an from an elaborate ##ly inc ##ised silver box .

reference_raw: She bit the pan out of a carefully cut silver box.

reference_spacy_tokens: She bit the pan out of a carefully cut silver box .


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 often-reconstructed complex is still the focus of local Buddhist activities.

reference_spacy_tokens: Although the banyan trees that once flourished here are no longer , the often - reconstructed complex is still the focus of local Buddhist activities .


fn_spacy_tokens_for_baseline: ' I jumped out of an aeroplane and discovered I 'd forgotten my parachute .

source_bert_toks: ' i jumped out of an aero ##plane and discovered i ' d forgotten my parachute .

reference_raw: I jumped out of the plane and found that I had left my parachute behind.

reference_spacy_tokens: I jumped out of the plane and found that I had left my parachute behind .


fn_spacy_tokens_for_baseline: One must avoid glib speculations about connections between the past and the present , or between disguised feelings and behaviour .

source_bert_toks: one must avoid g ##lib speculation ##s about connections between the past and the present , or between disguised feelings and behaviour .

reference_raw: One must avoid sly speculation about the connection between the past and the present, or between disguised feelings and behavior.

reference_spacy_tokens: One must avoid sly speculation about the connection between the past and the present , or between disguised feelings and behavior .


fn_spacy_tokens_for_baseline: He supplemented his income by petty thieving from his pupils ' parents , and also by a touch of blackmail , often finding his benefactors had been slightly compromised with the serving staff .

source_bert_toks: he supplemented his income by petty th ##ieving from his pupils ' parents , and also by a touch of blackmail , often finding his benefactor ##s had been slightly compromised with the serving staff .

reference_raw: He complemented his income with petty theft from the parents of his students, and also with a touch of extortion, often finding that his benefactors had been slightly compromised by the servants.

reference_spacy_tokens: He complemented his income with petty theft from the parents of his students , and also with a touch of extortion , often finding that his benefactors had been slightly compromised by the servants .


fn_spacy_tokens_for_baseline: Lifting it to her face , she discovered that it was lined in fine padded silk .

source_bert_toks: lifting it to her face , she discovered that it was lined in fine padded silk .

reference_raw: She lifted it up to her face and found it wrinkled with fine, stuffed silk.

reference_spacy_tokens: She lifted it up to her face and found it wrinkled with fine , stuffed silk .


fn_spacy_tokens_for_baseline: One was apparently triggered by a donkey , and two people riding or leading the animal died in the explosion .

source_bert_toks: one was apparently triggered by a donkey , and two people riding or leading the animal died in the explosion .

reference_raw: One of them had apparently been activated by a donkey, and two people who had ridden or led the beast had died in the explosion.

reference_spacy_tokens: One of them had apparently been activated by a donkey , and two people who had ridden or led the beast had died in the explosion .