fn_spacy_tokens_for_baseline: These springs fed a network of streams draining through the Las Vegas Wash to the Colorado River .

source_bert_toks: these springs fed a network of streams draining through the las vegas wash to the colorado river .

reference_raw: These streams fed a network of streams that flowed from the Las Vegas wash to the Colorado River.

reference_spacy_tokens: These streams fed a network of streams that flowed from the Las Vegas wash to the Colorado River .


fn_spacy_tokens_for_baseline: It took some time and hard work , but with the help of Goodwill , Jerry was able to work out a payment plan with the prosecutor 's office , find housing and conduct a more thorough job search .

source_bert_toks: it took some time and hard work , but with the help of goodwill , jerry was able to work out a payment plan with the prosecutor ' s office , find housing and conduct a more thorough job search .

reference_raw: It took some time and a lot of work, but with the help of Goodwill, Jerry was able to work out a payment plan with the D.A.'s office, find a place to live, and do a more thorough job search.

reference_spacy_tokens: It took some time and a lot of work , but with the help of Goodwill , Jerry was able to work out a payment plan with the D.A. 's office , find a place to live , and do a more thorough job search .


fn_spacy_tokens_for_baseline: The delivery was made in 10 consignments of 50 tons each , for an estimated $ 924,000 .

source_bert_toks: the delivery was made in 10 con ##si ##gn ##ments of 50 tons each , for an estimated $ 92 ##4 , 000 .

reference_raw: Delivery took place in 10 consignments of 50 tonnes each for an estimated $924,000.

reference_spacy_tokens: Delivery took place in 10 consignments of 50 tonnes each for an estimated $ 924,000 .


fn_spacy_tokens_for_baseline: The outside surface is formed by a lacy sheet of soldiers , their legs linked together , their huge jaws agape , ready to slice into anything that might interfere with them .

source_bert_toks: the outside surface is formed by a lacy sheet of soldiers , their legs linked together , their huge jaws ag ##ape , ready to slice into anything that might interfere with them .

reference_raw: The outer surface is made up of a lacy sheet of soldiers, their legs tied together, their huge jaws agape, ready to cut into anything that might interfere with them.

reference_spacy_tokens: The outer surface is made up of a lacy sheet of soldiers , their legs tied together , their huge jaws agape , ready to cut into anything that might interfere with them .


fn_spacy_tokens_for_baseline: In 1990 Bustin attended a fresco course near Florence .

source_bert_toks: in 1990 bust ##in attended a fresco course near florence .

reference_raw: Bustin took a fresco course near Florence in 1990.

reference_spacy_tokens: Bustin took a fresco course near Florence in 1990 .


fn_spacy_tokens_for_baseline: From Vitznau the boat passes through a narrow channel formed between two promontories from the north and south shores , called the Upper and Lower Nose respectively .

source_bert_toks: from vi ##tz ##na ##u the boat passes through a narrow channel formed between two promo ##nto ##ries from the north and south shores , called the upper and lower nose respectively .

reference_raw: From Vitznau, the ship passes through a narrow channel formed between two northern and southern shores called the Upper and Lower Nose.

reference_spacy_tokens: From Vitznau , the ship passes through a narrow channel formed between two northern and southern shores called the Upper and Lower Nose .


fn_spacy_tokens_for_baseline: And when he died my brother opened his coffers wide and let all that gold spill out .

source_bert_toks: and when he died my brother opened his co ##ffer ##s wide and let all that gold spill out .

reference_raw: And when he died, my brother opened the boxes wide and let the gold spill out.

reference_spacy_tokens: And when he died , my brother opened the boxes wide and let the gold spill out .


fn_spacy_tokens_for_baseline: Clearly no government can legislate for such a wide array of circumstances , let alone attempt to enforce such legislation .

source_bert_toks: clearly no government can leg ##is ##late for such a wide array of circumstances , let alone attempt to enforce such legislation .

reference_raw: It is clear that no government can legislate for such a broad range of circumstances, much less try to enforce such legislation.

reference_spacy_tokens: It is clear that no government can legislate for such a broad range of circumstances , much less try to enforce such legislation .


fn_spacy_tokens_for_baseline: But Christ does for him have a uniqueness ; and thus I count his position a Christian one .

source_bert_toks: but christ does for him have a unique ##ness ; and thus i count his position a christian one .

reference_raw: But Christ is unique to him, and that is why I consider his position to be Christian.

reference_spacy_tokens: But Christ is unique to him , and that is why I consider his position to be Christian .


fn_spacy_tokens_for_baseline: Admission prices are to be increased by 10pc next season , even though the Tyneside club only narrowly escaped relegation to the Third Division in the worst season in their 100-year history .

source_bert_toks: admission prices are to be increased by 10 ##pc next season , even though the tyne ##side club only narrowly escaped relegation to the third division in the worst season in their 100 - year history .

reference_raw: The admission price will rise by 10 pc next season, although the Tyneside Club has barely escaped relegation to the Third Division during the worst season of its 100-year history.

reference_spacy_tokens: The admission price will rise by 10 pc next season , although the Tyneside Club has barely escaped relegation to the Third Division during the worst season of its 100-year history .


fn_spacy_tokens_for_baseline: TRADE Secretary Peter Lilley has not relaxed the deadline for compliance with the Beer Orders , a spokeswoman from the Department of Trade and Industry claimed last month .

source_bert_toks: trade secretary peter lille ##y has not relaxed the deadline for compliance with the beer orders , a spoke ##sw ##oman from the department of trade and industry claimed last month .

reference_raw: TRADE Secretary Peter Lilley did not release the deadline to comply with the beer orders, a spokesman from the Ministry of Trade and Industry said last month.

reference_spacy_tokens: TRADE Secretary Peter Lilley did not release the deadline to comply with the beer orders , a spokesman from the Ministry of Trade and Industry said last month .


fn_spacy_tokens_for_baseline: Next thread a length of florists ' wire through the ribbon and attach to the wreath .

source_bert_toks: next thread a length of fl ##oris ##ts ' wire through the ribbon and attach to the wreath .

reference_raw: The next thread is a string of florist wire through the ribbon and attached to the wreath.

reference_spacy_tokens: The next thread is a string of florist wire through the ribbon and attached to the wreath .


fn_spacy_tokens_for_baseline: When the female has a clutch of young lobsters , remember they will have to find their own territories - so have another 50 tanks standing by !

source_bert_toks: when the female has a clutch of young lobster ##s , remember they will have to find their own territories - so have another 50 tanks standing by !

reference_raw: When a woman's got a bunch of young lobsters, remember, she'll have to find her own territory - and there'll be 50 more tanks waiting for her!

reference_spacy_tokens: When a woman 's got a bunch of young lobsters , remember , she 'll have to find her own territory - and there 'll be 50 more tanks waiting for her !


fn_spacy_tokens_for_baseline: Memories of pre - revolutionary days with their silver samovars and golden church domes , their incense and bejewelled church vestments , were alluded to by Plavinsky , Rabin , Kropivnitskaya and others .

source_bert_toks: memories of pre - revolutionary days with their silver sam ##ova ##rs and golden church domes , their incense and be ##je ##well ##ed church vest ##ments , were all ##uded to by pl ##avi ##nsky , ra ##bin , k ##rop ##iv ##ni ##tsk ##aya and others .

reference_raw: Plavinsky, Rabin, Kropivnitskay, and others gave up memories of the pre-revolutionary days with their silver samovars and golden church domes, their incenses and bewildered church vests.

reference_spacy_tokens: Plavinsky , Rabin , Kropivnitskay , and others gave up memories of the pre - revolutionary days with their silver samovars and golden church domes , their incenses and bewildered church vests .


fn_spacy_tokens_for_baseline: Meanwhile , Amex 's chairman , James Robinson , took an $ 800,000 cut in pay last year because of poor profits , leaving him with a miserly $ 1,798,077 .

source_bert_toks: meanwhile , am ##ex ' s chairman , james robinson , took an $ 800 , 000 cut in pay last year because of poor profits , leaving him with a mis ##erly $ 1 , 79 ##8 , 07 ##7 .

reference_raw: In the meantime, President Amex, James Robinson, made a $800,000 salary cut last year due to poor profits, leaving him with a poor $1,798,077.

reference_spacy_tokens: In the meantime , President Amex , James Robinson , made a $ 800,000 salary cut last year due to poor profits , leaving him with a poor $ 1,798,077 .


fn_spacy_tokens_for_baseline: Nana 's evasions infuriated Martha .

source_bert_toks: nana ' s eva ##sions in ##fur ##iated martha .

reference_raw: Nana's evasiveness angered Martha.

reference_spacy_tokens: Nana 's evasiveness angered Martha .


fn_spacy_tokens_for_baseline: As they went back through the copse Hazel recounted his talk with Fiver that morning .

source_bert_toks: as they went back through the cops ##e hazel recounted his talk with five ##r that morning .

reference_raw: When they went back through the copse, Hazel told the story of his conversation with Fiver that morning.

reference_spacy_tokens: When they went back through the copse , Hazel told the story of his conversation with Fiver that morning .


fn_spacy_tokens_for_baseline: Could we convey the thanks of the members of this committee to the property services and the chief executive 's department , for their efforts in effecting sales and gaining large scale capital receipts for the county .

source_bert_toks: could we convey the thanks of the members of this committee to the property services and the chief executive ' s department , for their efforts in effect ##ing sales and gaining large scale capital receipts for the county .

reference_raw: We can express our gratitude to the real estate department and to the Chief Executive's department for their efforts to make sales and to raise large-scale capital revenues for the county.

reference_spacy_tokens: We can express our gratitude to the real estate department and to the Chief Executive 's department for their efforts to make sales and to raise large - scale capital revenues for the county .


fn_spacy_tokens_for_baseline: Mr. Bailey requested the porter to call Mr. George Burnham to attend for him and so he did , but not until the child was born .

source_bert_toks: mr . bailey requested the porter to call mr . george burnham to attend for him and so he did , but not until the child was born .

reference_raw: Mr. Bailey asked the porter to call Mr. George Burnham to take care of him, so he did, but not until the baby was born.

reference_spacy_tokens: Mr. Bailey asked the porter to call Mr. George Burnham to take care of him , so he did , but not until the baby was born .


fn_spacy_tokens_for_baseline: Among the critics is Sen. Aquilino Pimentel , who said he was shocked by the Pentagon 's announcement , and went so far as to accuse Reyes of treason .

source_bert_toks: among the critics is sen . a ##quil ##ino pi ##ment ##el , who said he was shocked by the pentagon ' s announcement , and went so far as to accuse reyes of treason .

reference_raw: One of the critics is Sen. Aquilino Pimentel, who said he was stunned by the Pentagon's announcement, and went so far as to accuse Reyes of treason.

reference_spacy_tokens: One of the critics is Sen. Aquilino Pimentel , who said he was stunned by the Pentagon 's announcement , and went so far as to accuse Reyes of treason .


fn_spacy_tokens_for_baseline: I 'd blacked my eyebrows till they were like tarmac , I 'd put raspberry - coloured gloss thick on my lips and I 'd done my eyelids in a limey shade of green .

source_bert_toks: i ' d black ##ed my eyebrows till they were like tar ##mac , i ' d put ras ##p ##berry - coloured gloss thick on my lips and i ' d done my eyelids in a lime ##y shade of green .

reference_raw: I blacked my eyebrows until they were asphalt, put raspberry-colored glisten on my lips, and made my lids in a limey shade of green.

reference_spacy_tokens: I blacked my eyebrows until they were asphalt , put raspberry - colored glisten on my lips , and made my lids in a limey shade of green .


fn_spacy_tokens_for_baseline: ' Your morals might reek of the dustbin , but the scenery is magnificent . '

source_bert_toks: ' your morals might re ##ek of the dust ##bin , but the scenery is magnificent . '

reference_raw: "Your morality may smell like a dustbin, but the scenery is beautiful."

reference_spacy_tokens: " Your morality may smell like a dustbin , but the scenery is beautiful . "


fn_spacy_tokens_for_baseline: One way would be to speed up the flow of health supplies and other urgent commodities to the country under a U.N. humanitarian program , he said .

source_bert_toks: one way would be to speed up the flow of health supplies and other urgent commodities to the country under a u . n . humanitarian program , he said .

reference_raw: One way would be to accelerate the flow of medical supplies and other urgent commodities into the country under the UN Humanitarian Programme, he said.

reference_spacy_tokens: One way would be to accelerate the flow of medical supplies and other urgent commodities into the country under the UN Humanitarian Programme , he said .


fn_spacy_tokens_for_baseline: Scotch Whisky is the water of life for many remote islands and glens in the Highlands and Islands of Scotland , where whole communities can depend on the distillery .

source_bert_toks: scotch whisky is the water of life for many remote islands and glen ##s in the highlands and islands of scotland , where whole communities can depend on the distillery .

reference_raw: Scotland Whisky is the water of life for many remote islands and valleys in the highlands and islands of Scotland, where whole communities can depend on the distillery.

reference_spacy_tokens: Scotland Whisky is the water of life for many remote islands and valleys in the highlands and islands of Scotland , where whole communities can depend on the distillery .


fn_spacy_tokens_for_baseline: With unsympathetic editors on the magazines he usually worked for , half of what he did was found fault with or refused .

source_bert_toks: with un ##sy ##mp ##ath ##etic editors on the magazines he usually worked for , half of what he did was found fault with or refused .

reference_raw: With unsympathetic editors in the magazines he usually worked for, half of what he had done had been found to be flawed or rejected.

reference_spacy_tokens: With unsympathetic editors in the magazines he usually worked for , half of what he had done had been found to be flawed or rejected .


fn_spacy_tokens_for_baseline: This moved the Russian frontier 100 miles west .

source_bert_toks: this moved the russian frontier 100 miles west .

reference_raw: That's what moved the Russian border a hundred miles east of here.

reference_spacy_tokens: That 's what moved the Russian border a hundred miles east of here .


fn_spacy_tokens_for_baseline: My injuries had not yet completely healed from the last fight , at school , with bully McNab -- only three weeks previously .

source_bert_toks: my injuries had not yet completely healed from the last fight , at school , with bully mc ##na ##b - - only three weeks previously .

reference_raw: My wounds hadn't fully recovered since the last fight at school with the bully McNab - just three weeks ago.

reference_spacy_tokens: My wounds had n't fully recovered since the last fight at school with the bully McNab - just three weeks ago .


fn_spacy_tokens_for_baseline: Odd hairs straggled out of various warts , and the brown freckles of age gave them a strange resemblance to the stones .

source_bert_toks: odd hairs st ##rag ##gled out of various war ##ts , and the brown fr ##eck ##les of age gave them a strange resemblance to the stones .

reference_raw: The strange hairs were strung from various warts, and the brown freckles of age made them look strangely like stones.

reference_spacy_tokens: The strange hairs were strung from various warts , and the brown freckles of age made them look strangely like stones .


fn_spacy_tokens_for_baseline: They last longer and look more substantial than the singles yet are not prone , as the doubles are , to brown rot in wet summers .

source_bert_toks: they last longer and look more substantial than the singles yet are not prone , as the doubles are , to brown rot in wet summers .

reference_raw: They last longer and look more significant than singles, but they are not susceptible to brown rot in wet summers, like doubles.

reference_spacy_tokens: They last longer and look more significant than singles , but they are not susceptible to brown rot in wet summers , like doubles .


fn_spacy_tokens_for_baseline: The opening sentence of the Sun report -- under the headline Girl , 6 , raped by ' New Fox ' -- has the echo of the earlier report reproduced above -- ' A savage sex fiend dubbed The New Fox was being hunted by police last night . '

source_bert_toks: the opening sentence of the sun report - - under the headline girl , 6 , raped by ' new fox ' - - has the echo of the earlier report reproduced above - - ' a savage sex fi ##end dubbed the new fox was being hunted by police last night . '

reference_raw: The introductory phrase of the Sun's report, under the headline Girl, six, the New Fox rapist, has the echo of a previous report reproduced above, "The New Fox was hunted last night by the police."

reference_spacy_tokens: The introductory phrase of the Sun 's report , under the headline Girl , six , the New Fox rapist , has the echo of a previous report reproduced above , " The New Fox was hunted last night by the police . "


fn_spacy_tokens_for_baseline: The nature of such benefits should be disclosed .

source_bert_toks: the nature of such benefits should be disclosed .

reference_raw: The nature of these benefits should be made public.

reference_spacy_tokens: The nature of these benefits should be made public .


fn_spacy_tokens_for_baseline: The band 's weakest ever single reached number 46 in the Gallup charts , an achievement supported by their first proper video in which they frolicked among hundreds of balloons .

source_bert_toks: the band ' s weak ##est ever single reached number 46 in the gall ##up charts , an achievement supported by their first proper video in which they fr ##olic ##ked among hundreds of balloons .

reference_raw: The band's weakest individual had reached the number 46 on the Gallup charts, a success supported by their first real video, in which they floated among hundreds of balloons.

reference_spacy_tokens: The band 's weakest individual had reached the number 46 on the Gallup charts , a success supported by their first real video , in which they floated among hundreds of balloons .


fn_spacy_tokens_for_baseline: Lifting her chin , she looked him in the eye .

source_bert_toks: lifting her chin , she looked him in the eye .

reference_raw: She raised her chin and looked into his eyes.

reference_spacy_tokens: She raised her chin and looked into his eyes .


fn_spacy_tokens_for_baseline: Where Barrie tortured himself with Victorian fears about his own adult sexuality , Spielberg flagellates himself for Sixties selfishness and Eighties careerism ( Spielberg himself is one of the baby - boom generation , and divorced ) .

source_bert_toks: where barrie tortured himself with victorian fears about his own adult sexuality , spielberg flag ##ella ##tes himself for sixties selfish ##ness and eighties career ##ism ( spielberg himself is one of the baby - boom generation , and divorced ) .

reference_raw: Where Barrie tortured himself with Victorian fears of his own adult sexuality, Spielberg flags himself for sixty selfishness and eighty careerism (Spielberg himself is one of the offspring and divorced).

reference_spacy_tokens: Where Barrie tortured himself with Victorian fears of his own adult sexuality , Spielberg flags himself for sixty selfishness and eighty careerism ( Spielberg himself is one of the offspring and divorced ) .


fn_spacy_tokens_for_baseline: NAGANO , Japan --- Modern technology and ancient rituals meld in opening ceremonies Saturday for the biggest Winter Olympics ever , with more than 2,400 athletes set to compete on ice and snow .

source_bert_toks: naga ##no , japan - - - modern technology and ancient rituals mel ##d in opening ceremonies saturday for the biggest winter olympics ever , with more than 2 , 400 athletes set to compete on ice and snow .

reference_raw: NAGANO, Japan -- Modern technology and ancient rituals melted at the opening ceremony on Saturday for the greatest Winter Olympics of all time, with over 2,400 athletes ready to compete on ice and snow.

reference_spacy_tokens: NAGANO , Japan -- Modern technology and ancient rituals melted at the opening ceremony on Saturday for the greatest Winter Olympics of all time , with over 2,400 athletes ready to compete on ice and snow .


fn_spacy_tokens_for_baseline: In February 2004 , it was revealed that HEU traces detected by IAEA inspectors twelve months previously -- in at least two different sites -- were pure enough to produce nuclear weaponry .

source_bert_toks: in february 2004 , it was revealed that he ##u traces detected by ia ##ea inspectors twelve months previously - - in at least two different sites - - were pure enough to produce nuclear weaponry .

reference_raw: In February 2004, the HEU traces detected by IAEA surveyors 12 months ago, at least two different locations, were found to be clean enough to produce nuclear weapons.

reference_spacy_tokens: In February 2004 , the HEU traces detected by IAEA surveyors 12 months ago , at least two different locations , were found to be clean enough to produce nuclear weapons .


fn_spacy_tokens_for_baseline: The Taliban claimed responsibility for the killing , but the movement nearly always asserts it had a hand in any high - profile attack .

source_bert_toks: the taliban claimed responsibility for the killing , but the movement nearly always asserts it had a hand in any high - profile attack .

reference_raw: The Taliban claimed to be responsible for the murder, but the movement almost always claims to have been involved in any high-profile attack.

reference_spacy_tokens: The Taliban claimed to be responsible for the murder , but the movement almost always claims to have been involved in any high - profile attack .


fn_spacy_tokens_for_baseline: ' As you can see , I 'm not quite ready .

source_bert_toks: ' as you can see , i ' m not quite ready .

reference_raw: 'I'm not quite prepared, as you can see.

reference_spacy_tokens: ' I 'm not quite prepared , as you can see .


fn_spacy_tokens_for_baseline: A secret summit meeting of top government and party leaders was held in China early in the month and this was followed by a visit to Beijing by one of Vietnam 's most senior leaders .

source_bert_toks: a secret summit meeting of top government and party leaders was held in china early in the month and this was followed by a visit to beijing by one of vietnam ' s most senior leaders .

reference_raw: A secret summit of top government and party leaders took place in China at the beginning of the month, followed by a visit from one of Vietnam's top leaders to Beijing.

reference_spacy_tokens: A secret summit of top government and party leaders took place in China at the beginning of the month , followed by a visit from one of Vietnam 's top leaders to Beijing .


fn_spacy_tokens_for_baseline: And the parents of two children who drowned in a water tank at an army barracks say they may sue the Ministry of Defence for compensation .

source_bert_toks: and the parents of two children who drowned in a water tank at an army barracks say they may sue the ministry of defence for compensation .

reference_raw: And the parents of two kids who've sunk in a water tank in a military barracks say they can sue the Defense Department for damages.

reference_spacy_tokens: And the parents of two kids who 've sunk in a water tank in a military barracks say they can sue the Defense Department for damages .


fn_spacy_tokens_for_baseline: but the drawings are there underneath .

source_bert_toks: but the drawings are there underneath .

reference_raw: but the drawings are under there.

reference_spacy_tokens: but the drawings are under there .


fn_spacy_tokens_for_baseline: The fact that discrimination is unintentional has no bearing on its legality or otherwise .

source_bert_toks: the fact that discrimination is un ##int ##ent ##ional has no bearing on its legal ##ity or otherwise .

reference_raw: The fact that discrimination is inadvertent does not affect its legality or otherwise.

reference_spacy_tokens: The fact that discrimination is inadvertent does not affect its legality or otherwise .


fn_spacy_tokens_for_baseline: According to defector accounts , the DPRK 's long - range missiles such as the Nodong , and other ballistic rockets and artillery pieces with calibres larger than 80 mm , are capable of delivering CW agents .

source_bert_toks: according to defect ##or accounts , the d ##pr ##k ' s long - range missiles such as the nod ##ong , and other ballistic rockets and artillery pieces with cal ##ib ##res larger than 80 mm , are capable of delivering cw agents .

reference_raw: According to defector accounts, the DPRK's long-range missiles, like the Nodong, and other ballistic missiles and artillery with a calibre greater than 80 mm, are capable of delivering CW operatives.

reference_spacy_tokens: According to defector accounts , the DPRK 's long - range missiles , like the Nodong , and other ballistic missiles and artillery with a calibre greater than 80 mm , are capable of delivering CW operatives .


fn_spacy_tokens_for_baseline: Robert John Jones , who has a flock of 660 Welsh Mountain sheep on his 172 hectare hill farm at Llanerchgoediog , Bryncrug , near Tywyn , is no stranger to the FUW head office scene in Aberystwyth .

source_bert_toks: robert john jones , who has a flock of 660 welsh mountain sheep on his 172 hectare hill farm at ll ##ane ##rch ##go ##ed ##io ##g , bryn ##cr ##ug , near ty ##wyn , is no stranger to the fu ##w head office scene in abe ##rys ##t ##wy ##th .

reference_raw: Robert John Jones, with a herd of 660 Welsh Mountain sheep on his 172-acre mountain farm in Llanerchgoediog, Bryncrug, near Tywyn, is no stranger to the scene of the FUW headquarters in Aberystwyth.

reference_spacy_tokens: Robert John Jones , with a herd of 660 Welsh Mountain sheep on his 172-acre mountain farm in Llanerchgoediog , Bryncrug , near Tywyn , is no stranger to the scene of the FUW headquarters in Aberystwyth .


fn_spacy_tokens_for_baseline: Here , arched bridges , pagodas , fish ponds , and stands of bamboo create the mood of a timeless Chinese painting .

source_bert_toks: here , arched bridges , pagoda ##s , fish ponds , and stands of bamboo create the mood of a timeless chinese painting .

reference_raw: Here, archways, pagodas, fish ponds, and bamboo stands create the mood of a timeless Chinese painting.

reference_spacy_tokens: Here , archways , pagodas , fish ponds , and bamboo stands create the mood of a timeless Chinese painting .


fn_spacy_tokens_for_baseline: A greenhouse packed with pretty plants is a very cheering sight , unless closer inspection reveals colonies of whitefly and aphids , particularly troublesome pests in the summer months .

source_bert_toks: a greenhouse packed with pretty plants is a very cheering sight , unless closer inspection reveals colonies of white ##fly and ap ##hid ##s , particularly troubles ##ome pest ##s in the summer months .

reference_raw: A greenhouse full of beautiful plants is a very encouraging sight, unless a closer inspection reveals colonies of whitefly and aphids, especially pests during the summer months.

reference_spacy_tokens: A greenhouse full of beautiful plants is a very encouraging sight , unless a closer inspection reveals colonies of whitefly and aphids , especially pests during the summer months .


fn_spacy_tokens_for_baseline: Some have fleshy whiskers half as long as their bodies which they project forward and wave about , like a blind person with a stick .

source_bert_toks: some have flesh ##y w ##his ##kers half as long as their bodies which they project forward and wave about , like a blind person with a stick .

reference_raw: Some have fleshy beards half as long as their bodies, which they project and wave around like a blind man with a stick.

reference_spacy_tokens: Some have fleshy beards half as long as their bodies , which they project and wave around like a blind man with a stick .


fn_spacy_tokens_for_baseline: The assumption was that the police had been given enough information to pick up the terrorists quickly .

source_bert_toks: the assumption was that the police had been given enough information to pick up the terrorists quickly .

reference_raw: The assumption was that the police had been given sufficient information to catch the terrorists quickly.

reference_spacy_tokens: The assumption was that the police had been given sufficient information to catch the terrorists quickly .


fn_spacy_tokens_for_baseline: My own mother looked cross .

source_bert_toks: my own mother looked cross .

reference_raw: My own mother seemed a little cross-eyed.

reference_spacy_tokens: My own mother seemed a little cross - eyed .


fn_spacy_tokens_for_baseline: Reporting from Cairo Moammar Kadafi 's many vanities led the Libyan leader and his intelligence network into miscalculating the breadth of outrage against him in his own land .

source_bert_toks: reporting from cairo mo ##am ##mar ka ##da ##fi ' s many van ##ities led the libyan leader and his intelligence network into mis ##cal ##cula ##ting the breadth of outrage against him in his own land .

reference_raw: Reports from the many vanities of Cairo Moammar Kadafi led the Libyan leader and his intelligence network to miscalculate the extent of indignation against him in his own country.

reference_spacy_tokens: Reports from the many vanities of Cairo Moammar Kadafi led the Libyan leader and his intelligence network to miscalculate the extent of indignation against him in his own country .


fn_spacy_tokens_for_baseline: ' All her colleagues are devastated , she was a popular wee girl . '

source_bert_toks: ' all her colleagues are devastated , she was a popular wee girl . '

reference_raw: "All of her co-workers are ruined, she was a popular wee girl."

reference_spacy_tokens: " All of her co - workers are ruined , she was a popular wee girl . "


fn_spacy_tokens_for_baseline: Once both hands are across , the feet will inevitably follow , smearing cautiously on another of those rounded breaks that are a trademark hereabouts .

source_bert_toks: once both hands are across , the feet will inevitably follow , sm ##earing cautiously on another of those rounded breaks that are a trademark here ##ab ##outs .

reference_raw: Once both hands are on the other side, the legs will inevitably follow, smearing carefully on the next round break that is the mark here.

reference_spacy_tokens: Once both hands are on the other side , the legs will inevitably follow , smearing carefully on the next round break that is the mark here .


fn_spacy_tokens_for_baseline: The house is set back from the main road and has wonderful views of the surrounding farmland .

source_bert_toks: the house is set back from the main road and has wonderful views of the surrounding farmland .

reference_raw: The house is set off from the main road and has a beautiful view of the surrounding farmland.

reference_spacy_tokens: The house is set off from the main road and has a beautiful view of the surrounding farmland .


fn_spacy_tokens_for_baseline: Now he was barred from that mysterious society of dealers which controlled the flow and marketed the substance of his addiction .

source_bert_toks: now he was barred from that mysterious society of dealers which controlled the flow and marketed the substance of his addiction .

reference_raw: Now he was barred from this mysterious company of drug dealers who controlled the flow and sold the substance of his dependency.

reference_spacy_tokens: Now he was barred from this mysterious company of drug dealers who controlled the flow and sold the substance of his dependency .


fn_spacy_tokens_for_baseline: He peered from the screen .

source_bert_toks: he peered from the screen .

reference_raw: He looked out of the screen.

reference_spacy_tokens: He looked out of the screen .


fn_spacy_tokens_for_baseline: The butcher becomes incensed .

source_bert_toks: the butcher becomes incense ##d .

reference_raw: Butcher's going to burn.

reference_spacy_tokens: Butcher 's going to burn .


fn_spacy_tokens_for_baseline: The ' Westminster model ' of government was envied by Europeans , rebuilding after the Second World War , and studied by conscientious foreign politicians , engaged in the planning of new nations .

source_bert_toks: the ' westminster model ' of government was en ##vie ##d by europeans , rebuilding after the second world war , and studied by con ##sc ##ient ##ious foreign politicians , engaged in the planning of new nations .

reference_raw: The Westminster model of government was envious of Europeans, rebuilt after World War II, and studied by conscientious foreign politicians who were involved in the planning of new nations.

reference_spacy_tokens: The Westminster model of government was envious of Europeans , rebuilt after World War II , and studied by conscientious foreign politicians who were involved in the planning of new nations .


fn_spacy_tokens_for_baseline: He 'd felt so pleased , victorious even , after leaving the depot , that he 'd quite forgotten about dropping the form .

source_bert_toks: he ' d felt so pleased , victorious even , after leaving the depot , that he ' d quite forgotten about dropping the form .

reference_raw: Even after he had left the warehouse, he had been so happy and victorious that he had completely neglected to leave the form.

reference_spacy_tokens: Even after he had left the warehouse , he had been so happy and victorious that he had completely neglected to leave the form .


fn_spacy_tokens_for_baseline: The Lions believe they were robbed by first and last - minute decisions from Australian referee Brian Kinsey which gifted New Zealand eight points in a cliffhanging match .

source_bert_toks: the lions believe they were robbed by first and last - minute decisions from australian referee brian kin ##sey which gifted new zealand eight points in a cliff ##hang ##ing match .

reference_raw: The lions believe they were robbed by the first and last-minute decisions of the Australian referee Brian Kinsey, who gave New Zealand eight points in a rock-hanging match.

reference_spacy_tokens: The lions believe they were robbed by the first and last - minute decisions of the Australian referee Brian Kinsey , who gave New Zealand eight points in a rock - hanging match .


fn_spacy_tokens_for_baseline: On June 12 nine former politburo members were reported expelled from the PLA .

source_bert_toks: on june 12 nine former pol ##it ##buro members were reported expelled from the pl ##a .

reference_raw: On June 12th, nine ex-politburo members were reported excluded from the PLA.

reference_spacy_tokens: On June 12th , nine ex - politburo members were reported excluded from the PLA .


fn_spacy_tokens_for_baseline: A review of such a distortive system is long overdue . '

source_bert_toks: a review of such a di ##stor ##tive system is long over ##due . '

reference_raw: It is too late to review such a distortive system.'

reference_spacy_tokens: It is too late to review such a distortive system . '


fn_spacy_tokens_for_baseline: ' I suppose I had a sort of unfettered adoration for her without knowing it .

source_bert_toks: ' i suppose i had a sort of un ##fe ##ttered ad ##oration for her without knowing it .

reference_raw: 'I think I had some unfettered admiration for her that I didn't know.

reference_spacy_tokens: ' I think I had some unfettered admiration for her that I did n't know .


fn_spacy_tokens_for_baseline: The mallard was flying across Northgate yesterday morning when it collided with a bus outside the Cannon Cinema .

source_bert_toks: the mall ##ard was flying across north ##gate yesterday morning when it collided with a bus outside the cannon cinema .

reference_raw: The mallard flew over Northgate yesterday morning when it hit a bus in front of the Cannon Cinema.

reference_spacy_tokens: The mallard flew over Northgate yesterday morning when it hit a bus in front of the Cannon Cinema .


fn_spacy_tokens_for_baseline: I pretended to be looking at some papers when the door opened and Grace Hinkle ushered in a sophisticated - looking female of about twenty - eight .

source_bert_toks: i pretended to be looking at some papers when the door opened and grace hi ##nk ##le ushered in a sophisticated - looking female of about twenty - eight .

reference_raw: When the door opened, I pretended to look at some papers, and Grace Hinkle led the way into an elaborate-looking woman of about twenty-eight.

reference_spacy_tokens: When the door opened , I pretended to look at some papers , and Grace Hinkle led the way into an elaborate - looking woman of about twenty - eight .


fn_spacy_tokens_for_baseline: It 'll be staffed by eight Protek employees currently being trained by OSF and Protek will bring a further 50 industry consultants onto the project in the near term .

source_bert_toks: it ' ll be staffed by eight pro ##tek employees currently being trained by os ##f and pro ##tek will bring a further 50 industry consultants onto the project in the near term .

reference_raw: In the near future, it will be staffed by eight Protek employees who are currently being educated by OSF, and Protek will bring another 50 industrial consultants to the project.

reference_spacy_tokens: In the near future , it will be staffed by eight Protek employees who are currently being educated by OSF , and Protek will bring another 50 industrial consultants to the project .


fn_spacy_tokens_for_baseline: Dad George reckons it 'll be a cinch .

source_bert_toks: dad george reckon ##s it ' ll be a ci ##nch .

reference_raw: Dad George reckons it's gonna be a cinch.

reference_spacy_tokens: Dad George reckons it 's gon na be a cinch .


fn_spacy_tokens_for_baseline: The two said they had seen evidence of widespread casualties among civilians from NATO 's bombing , an assertion denied by the alliance .

source_bert_toks: the two said they had seen evidence of widespread casualties among civilians from nato ' s bombing , an assertion denied by the alliance .

reference_raw: Both said they saw evidence of widespread civilian casualties from the NATO attack, a claim the Alliance denied.

reference_spacy_tokens: Both said they saw evidence of widespread civilian casualties from the NATO attack , a claim the Alliance denied .


fn_spacy_tokens_for_baseline: Burglars often enter a house through a window .

source_bert_toks: bu ##rg ##lars often enter a house through a window .

reference_raw: Burglars often go into the house through the window.

reference_spacy_tokens: Burglars often go into the house through the window .


fn_spacy_tokens_for_baseline: Gerry Francis , the QPR manager , demanded more steel from his men on the eve of their return to Hillsborough , where they were trounced 4 - 0 by Sheffield Wednesday in the Coca - Cola Cup three weeks ago .

source_bert_toks: gerry francis , the q ##pr manager , demanded more steel from his men on the eve of their return to hillsborough , where they were tr ##oun ##ced 4 - 0 by sheffield wednesday in the coca - cola cup three weeks ago .

reference_raw: The director of QPR, Gerry Francis, demanded more steel from his men on the eve of their return to Hillsborough, where Sheffield, three weeks ago, had trotted 4-0 at the Coca-Cola Cup.

reference_spacy_tokens: The director of QPR , Gerry Francis , demanded more steel from his men on the eve of their return to Hillsborough , where Sheffield , three weeks ago , had trotted 4 - 0 at the Coca - Cola Cup .


fn_spacy_tokens_for_baseline: Nicknamed the ' House of Fun ' , the chamber was fitted with a sound - system and a strobe light , designed to intimidate and disorientate the victim .

source_bert_toks: nicknamed the ' house of fun ' , the chamber was fitted with a sound - system and a st ##ro ##be light , designed to int ##imi ##date and di ##sor ##ient ##ate the victim .

reference_raw: The room, nicknamed "House of Fun", was equipped with a sound system and a strobe light designed to frighten and disorient the victim.

reference_spacy_tokens: The room , nicknamed " House of Fun " , was equipped with a sound system and a strobe light designed to frighten and disorient the victim .


fn_spacy_tokens_for_baseline: Although ostensibly created entirely for defensive purposes , since government and Cuban military forces in Angola were reportedly equipped for and planning to use -- if not already using -- CW agents against the South African Defence Force ( SADF ) , from the outset the program also had offensive features and capabilities .

source_bert_toks: although ostensibly created entirely for defensive purposes , since government and cuban military forces in angola were reportedly equipped for and planning to use - - if not already using - - cw agents against the south african defence force ( sad ##f ) , from the outset the program also had offensive features and capabilities .

reference_raw: Although ostensibly designed entirely for defence purposes, since the government and Cuban military forces in Angola were supposedly armed and planning to use, if not already used, CW agents against the South African Defence Force (SADF), the program had offensive features and capabilities from the very beginning.

reference_spacy_tokens: Although ostensibly designed entirely for defence purposes , since the government and Cuban military forces in Angola were supposedly armed and planning to use , if not already used , CW agents against the South African Defence Force ( SADF ) , the program had offensive features and capabilities from the very beginning .


fn_spacy_tokens_for_baseline: At their graves their families would unite with their beloved over a memorial meal and a drink , easing their grief in recreating the family intimacy , only transiently ruptured .

source_bert_toks: at their graves their families would unite with their beloved over a memorial meal and a drink , easing their grief in rec ##rea ##ting the family intimacy , only transient ##ly ru ##pt ##ured .

reference_raw: At their graves, their families would unite with their loved ones for a memorable meal and a drink, easing their sorrow by restoring family intimacy, but only temporarily burst.

reference_spacy_tokens: At their graves , their families would unite with their loved ones for a memorable meal and a drink , easing their sorrow by restoring family intimacy , but only temporarily burst .


fn_spacy_tokens_for_baseline: Klaxons beeped in rhythmic unison and a man 's voice chanted over a megaphone the initials of the President 's Party and the name of Belpan 's Minister of Tourism and Transport : ' VOTE PP .

source_bert_toks: k ##la ##xon ##s bee ##ped in rhythmic unison and a man ' s voice chant ##ed over a mega ##phone the initials of the president ' s party and the name of bel ##pan ' s minister of tourism and transport : ' vote pp .

reference_raw: Klaxons beed in rhythmic unison, and a man's voice sang the initials of the President's Party and the name of Belpan's Minister of Tourism and Transport:

reference_spacy_tokens: Klaxons beed in rhythmic unison , and a man 's voice sang the initials of the President 's Party and the name of Belpan 's Minister of Tourism and Transport :


fn_spacy_tokens_for_baseline: When , as must happen , you have to let me go for lack of evidence , I shall go to Cambridge to recuperate from my ordeal .

source_bert_toks: when , as must happen , you have to let me go for lack of evidence , i shall go to cambridge to rec ##up ##erate from my ordeal .

reference_raw: If you have to release me for lack of evidence, I'll go to Cambridge to recover from my suffering.

reference_spacy_tokens: If you have to release me for lack of evidence , I 'll go to Cambridge to recover from my suffering .


fn_spacy_tokens_for_baseline: The first is the heads of the tribes .

source_bert_toks: the first is the heads of the tribes .

reference_raw: The first is tribal leaders.

reference_spacy_tokens: The first is tribal leaders .


fn_spacy_tokens_for_baseline: This chapter includes an introduction to the process of basic toilet training a young child and then examines the problems in continence that young children show .

source_bert_toks: this chapter includes an introduction to the process of basic toilet training a young child and then examines the problems in con ##tine ##nce that young children show .

reference_raw: This chapter includes the introduction of basic toilet training for young children and the subsequent examination of the continental problems of young children.

reference_spacy_tokens: This chapter includes the introduction of basic toilet training for young children and the subsequent examination of the continental problems of young children .


fn_spacy_tokens_for_baseline: Negative side effects of the drug can occur and increases in the child 's drowsiness , irritability , restlessness are noted as well as loss of appetite and headaches ( Doleys 1978 ) .

source_bert_toks: negative side effects of the drug can occur and increases in the child ' s dr ##ows ##iness , ir ##rita ##bility , restless ##ness are noted as well as loss of appetite and headache ##s ( do ##ley ##s 1978 ) .

reference_raw: Negative side effects may occur with increased sleepiness, irritability, restlessness and loss of appetite and headache (Doleys 1978).

reference_spacy_tokens: Negative side effects may occur with increased sleepiness , irritability , restlessness and loss of appetite and headache ( Doleys 1978 ) .


fn_spacy_tokens_for_baseline: She asked the Secretary of State to hold an inquiry at which parties could be heard and witnesses examined .

source_bert_toks: she asked the secretary of state to hold an inquiry at which parties could be heard and witnesses examined .

reference_raw: She asked the Secretary of State to conduct an investigation in which the parties could be heard and the witnesses questioned.

reference_spacy_tokens: She asked the Secretary of State to conduct an investigation in which the parties could be heard and the witnesses questioned .


fn_spacy_tokens_for_baseline: My idea of a truth - and - justice lone avenger never appears in less than platoon strength , preferably nuclear - armed .

source_bert_toks: my idea of a truth - and - justice lone avenge ##r never appears in less than platoon strength , prefer ##ably nuclear - armed .

reference_raw: My idea of a truth-and-justice-lone revenger will never appear in less than the power of a platoon, preferably with nuclear weapons.

reference_spacy_tokens: My idea of a truth - and - justice - lone revenger will never appear in less than the power of a platoon , preferably with nuclear weapons .


fn_spacy_tokens_for_baseline: Ancestral spirits of Aboriginal tribes who accompany their descendants in their daily life .

source_bert_toks: ancestral spirits of aboriginal tribes who accompany their descendants in their daily life .

reference_raw: The ancestors of native tribes who accompany their descendants in their daily lives.

reference_spacy_tokens: The ancestors of native tribes who accompany their descendants in their daily lives .


fn_spacy_tokens_for_baseline: The involvement of senior nurses from the health authority has enabled staff in nursing homes to articulate their training needs

source_bert_toks: the involvement of senior nurses from the health authority has enabled staff in nursing homes to art ##iculate their training needs

reference_raw: The involvement of the Senior Sisters of the Health Service has allowed staff in the care homes to articulate their training needs.

reference_spacy_tokens: The involvement of the Senior Sisters of the Health Service has allowed staff in the care homes to articulate their training needs .


fn_spacy_tokens_for_baseline: And God says the wicked are like the tossing sea , for it can not be quiet , and it 's waters toss up refuse and mud .

source_bert_toks: and god says the wicked are like the tossing sea , for it can not be quiet , and it ' s waters toss up refuse and mud .

reference_raw: And God says that evil is like a throwing sea, because it can't be quiet, and it's water throwing refuse and mud.

reference_spacy_tokens: And God says that evil is like a throwing sea , because it ca n't be quiet , and it 's water throwing refuse and mud .


fn_spacy_tokens_for_baseline: During the High Middle Ages , many of these towns were successful and soon expanded .

source_bert_toks: during the high middle ages , many of these towns were successful and soon expanded .

reference_raw: During the high medieval period, many of these cities were successful and soon enlarged.

reference_spacy_tokens: During the high medieval period , many of these cities were successful and soon enlarged .


fn_spacy_tokens_for_baseline: Thomas Noguchi , Hollywood 's most celebrated mortician , found the prescribed drug in the organs , ' mixed with sedatives and other drugs -- enough to cause instant death ' .

source_bert_toks: thomas no ##guchi , hollywood ' s most celebrated mort ##icia ##n , found the prescribed drug in the organs , ' mixed with se ##da ##tive ##s and other drugs - - enough to cause instant death ' .

reference_raw: Thomas Noguchi, Hollywood's most famous mortician, found the prescribed drug in his organs, 'mixed with tranquilizers and other drugs - enough to cause instant death.'

reference_spacy_tokens: Thomas Noguchi , Hollywood 's most famous mortician , found the prescribed drug in his organs , ' mixed with tranquilizers and other drugs - enough to cause instant death . '


fn_spacy_tokens_for_baseline: The headsman was already waiting .

source_bert_toks: the heads ##man was already waiting .

reference_raw: The leader was waiting for him.

reference_spacy_tokens: The leader was waiting for him .


fn_spacy_tokens_for_baseline: Shipowners had accepted an invitation to the Annual Dinner and one had purchased and presented to the union , without charge , a fine convalescent home for sailors at Limpsfield .

source_bert_toks: ship ##own ##ers had accepted an invitation to the annual dinner and one had purchased and presented to the union , without charge , a fine con ##vale ##scent home for sailors at limp ##sfield .

reference_raw: The shipowners accepted the invitation to the annual dinner, and one of them bought and presented to the union, free of charge, a nice convalescent home for the sailors in Limpsfield.

reference_spacy_tokens: The shipowners accepted the invitation to the annual dinner , and one of them bought and presented to the union , free of charge , a nice convalescent home for the sailors in Limpsfield .


fn_spacy_tokens_for_baseline: Of course , just as sociologists and poets worry a lot about their actual influence , journalists may often see themselves as hacks and hackettes .

source_bert_toks: of course , just as sociologist ##s and poets worry a lot about their actual influence , journalists may often see themselves as hack ##s and hackett ##es .

reference_raw: Of course, just as sociologists and poets are very concerned about their real influence, journalists can often see themselves as hackers and hackettes.

reference_spacy_tokens: Of course , just as sociologists and poets are very concerned about their real influence , journalists can often see themselves as hackers and hackettes .


fn_spacy_tokens_for_baseline: ' Let 's not just stand here then , ' said Santa , ' Let 's have a scrumptious Christmas lunch . '

source_bert_toks: ' let ' s not just stand here then , ' said santa , ' let ' s have a sc ##rum ##pt ##ious christmas lunch . '

reference_raw: "Then let's not just stand here," Santa said, "let's have a scrupulous Christmas lunch."

reference_spacy_tokens: " Then let 's not just stand here , " Santa said , " let 's have a scrupulous Christmas lunch . "


fn_spacy_tokens_for_baseline: I also know he was never tired of gazing at me as I lay on my front .

source_bert_toks: i also know he was never tired of gazing at me as i lay on my front .

reference_raw: I also know that he never got tired of staring at me while I was lying on the forefront.

reference_spacy_tokens: I also know that he never got tired of staring at me while I was lying on the forefront .


fn_spacy_tokens_for_baseline: More simply , the similarity transformations can be seen to describe the growth and form of mollusc shells ( Figure 3b ) .

source_bert_toks: more simply , the similarity transformations can be seen to describe the growth and form of mo ##llus ##c shells ( figure 3 ##b ) .

reference_raw: More simply, similar transformations can be seen to describe the growing and shape of shellfish (Figure 3b).

reference_spacy_tokens: More simply , similar transformations can be seen to describe the growing and shape of shellfish ( Figure 3b ) .


fn_spacy_tokens_for_baseline: He looked so woebegone .

source_bert_toks: he looked so wo ##eb ##ego ##ne .

reference_raw: He looked so weak.

reference_spacy_tokens: He looked so weak .


fn_spacy_tokens_for_baseline: He had understood James 's despair at the enormity of the ruin , but not what the loss of Edward was already meaning .

source_bert_toks: he had understood james ' s despair at the en ##or ##mity of the ruin , but not what the loss of edward was already meaning .

reference_raw: He understood James's desperation at the enormity of the ruins, but not what the loss of Edward meant.

reference_spacy_tokens: He understood James 's desperation at the enormity of the ruins , but not what the loss of Edward meant .


fn_spacy_tokens_for_baseline: I 'm pretty sure there 's internal bleeding -- his gums are very pale .

source_bert_toks: i ' m pretty sure there ' s internal bleeding - - his gum ##s are very pale .

reference_raw: I'm fairly certain there's internal hemorrhaging -- his gums are very pale.

reference_spacy_tokens: I 'm fairly certain there 's internal hemorrhaging -- his gums are very pale .


fn_spacy_tokens_for_baseline: But this renewed social concern benefitted from the lessons of the preceding decades by being more realistic -- and so arguably achieving more .

source_bert_toks: but this renewed social concern benefit ##ted from the lessons of the preceding decades by being more realistic - - and so arguably achieving more .

reference_raw: However, this renewed social interest has benefited from the experience of previous decades by making it more realistic - and thus likely to achieve more.

reference_spacy_tokens: However , this renewed social interest has benefited from the experience of previous decades by making it more realistic - and thus likely to achieve more .


fn_spacy_tokens_for_baseline: ' Indeed , ' said Mrs Mac Donald , delicately checking with one finger that her hat was still on straight .

source_bert_toks: ' indeed , ' said mrs mac donald , delicately checking with one finger that her hat was still on straight .

reference_raw: 'Indeed,' said Ms. Mac Donald, carefully checking with one finger that the hat was still straight.

reference_spacy_tokens: ' Indeed , ' said Ms. Mac Donald , carefully checking with one finger that the hat was still straight .


fn_spacy_tokens_for_baseline: Aggie again looked to the side as if to help check the escape of some quick retort from her lips .

source_bert_toks: ag ##gie again looked to the side as if to help check the escape of some quick re ##tort from her lips .

reference_raw: Aggie looked away again, as if to help check the escape of a quick retortion from her lips.

reference_spacy_tokens: Aggie looked away again , as if to help check the escape of a quick retortion from her lips .


fn_spacy_tokens_for_baseline: A few remarks of mine in the past about the nature of my so - called ' disease ' were simply rather embarrassed asides to explain away this foolish affectation .

source_bert_toks: a few remarks of mine in the past about the nature of my so - called ' disease ' were simply rather embarrassed aside ##s to explain away this foolish affect ##ation .

reference_raw: In the past, some of my remarks about the nature of my so-called illness were just a little embarrassed aside to explain this stupid affectation.

reference_spacy_tokens: In the past , some of my remarks about the nature of my so - called illness were just a little embarrassed aside to explain this stupid affectation .


fn_spacy_tokens_for_baseline: Many beef farmers in my constituency of Monmouth are deeply anxious about the impact of the MacSharry proposals .

source_bert_toks: many beef farmers in my constituency of monmouth are deeply anxious about the impact of the mac ##sha ##rry proposals .

reference_raw: Many beef farmers in my Monmouth constituency are deeply concerned about the impact of MacSharry's proposals.

reference_spacy_tokens: Many beef farmers in my Monmouth constituency are deeply concerned about the impact of MacSharry 's proposals .


fn_spacy_tokens_for_baseline: Laverne trots back and forth like a dog that wo n't give up , outside an entrance the size of a tea - cup .

source_bert_toks: la ##vern ##e tr ##ots back and forth like a dog that won ' t give up , outside an entrance the size of a tea - cup .

reference_raw: Laverne is running back and forth like a dog who won't give up, in front of a door the size of a cup of tea.

reference_spacy_tokens: Laverne is running back and forth like a dog who wo n't give up , in front of a door the size of a cup of tea .


fn_spacy_tokens_for_baseline: Bricks rained around him , crushing him into the street .

source_bert_toks: bricks rained around him , crushing him into the street .

reference_raw: Bricks rained around him, smashing him into the street.

reference_spacy_tokens: Bricks rained around him , smashing him into the street .


fn_spacy_tokens_for_baseline: More adrenalin poured into her system , raising her pulse , sending the blood thundering through her veins as her face paled .

source_bert_toks: more ad ##ren ##ali ##n poured into her system , raising her pulse , sending the blood thunder ##ing through her veins as her face pale ##d .

reference_raw: More adrenalin poured into her body, raising her pulse, sending blood pounding through her veins as her face paled.

reference_spacy_tokens: More adrenalin poured into her body , raising her pulse , sending blood pounding through her veins as her face paled .


fn_spacy_tokens_for_baseline: Loreto principal Sister Patricia Goodstadt said : ' We hope we can show the positive side of life in Hulme and Moss Side .

source_bert_toks: lore ##to principal sister patricia goods ##tadt said : ' we hope we can show the positive side of life in hu ##lm ##e and moss side .

reference_raw: 'We hope to show the positive side of life on the Hulme and Moss side,' said Loreto, Chief Sister Patricia Goodstadt.

reference_spacy_tokens: ' We hope to show the positive side of life on the Hulme and Moss side , ' said Loreto , Chief Sister Patricia Goodstadt .


fn_spacy_tokens_for_baseline: The buses should have the following : 1- Light armor and rocket launchers 2- Wireless equipment to report dangerous activities 3- Writing materials to jot down suspicious activities or license plate numbers 4- Sand bags around the buses to protect them from gun fire

source_bert_toks: the buses should have the following : 1 - light armor and rocket launcher ##s 2 - wireless equipment to report dangerous activities 3 - writing materials to jo ##t down suspicious activities or license plate numbers 4 - sand bags around the buses to protect them from gun fire

reference_raw: Buses should be equipped with the following: 1-Light armour and rocket launchers 2-Wireless equipment for reporting hazardous activities 3-Writing equipment to record suspicious activities or license plate 4-Sand bags around buses to protect them from gunfire.

reference_spacy_tokens: Buses should be equipped with the following : 1-Light armour and rocket launchers 2-Wireless equipment for reporting hazardous activities 3-Writing equipment to record suspicious activities or license plate 4-Sand bags around buses to protect them from gunfire .


fn_spacy_tokens_for_baseline: Since local benefit - seeking matters more and national policy making matters less in the lower chamber of Congress , this is precisely the pattern one would expect if Republicans are less willing to engage in local benefit - seeking than their Democratic counterparts .

source_bert_toks: since local benefit - seeking matters more and national policy making matters less in the lower chamber of congress , this is precisely the pattern one would expect if republicans are less willing to engage in local benefit - seeking than their democratic counterparts .

reference_raw: Since local benefits are more important and national policies are less important in the lower chamber of Congress, this is exactly what we would expect if Republicans were less willing to engage in local benefit-seeking than their democratic counterparts.

reference_spacy_tokens: Since local benefits are more important and national policies are less important in the lower chamber of Congress , this is exactly what we would expect if Republicans were less willing to engage in local benefit - seeking than their democratic counterparts .


fn_spacy_tokens_for_baseline: Parents bored with the endless repetition of nursery rhymes should pause to consider that this monotonous activity may be giving their children a head start in their education .

source_bert_toks: parents bored with the endless repetition of nursery rhymes should pause to consider that this mono ##ton ##ous activity may be giving their children a head start in their education .

reference_raw: Parents tired of the endless repetition of nursery rhymes should stop and think that this monotonous activity might give their children a head start in their education.

reference_spacy_tokens: Parents tired of the endless repetition of nursery rhymes should stop and think that this monotonous activity might give their children a head start in their education .


fn_spacy_tokens_for_baseline: Handicappers put the left 's chances at even money or better .

source_bert_toks: handicap ##pers put the left ' s chances at even money or better .

reference_raw: The handlers risked the left for even more money or better.

reference_spacy_tokens: The handlers risked the left for even more money or better .


fn_spacy_tokens_for_baseline: For five days this cruel imprisonment continued , with hardly enough food to hold body and soul together .

source_bert_toks: for five days this cruel imprisonment continued , with hardly enough food to hold body and soul together .

reference_raw: This cruel prison lasted for a period of five years, with barely enough food to keep the body and the soul together.

reference_spacy_tokens: This cruel prison lasted for a period of five years , with barely enough food to keep the body and the soul together .


fn_spacy_tokens_for_baseline: Frequently , horses appear fat to the casual observer because they have a large belly .

source_bert_toks: frequently , horses appear fat to the casual observer because they have a large belly .

reference_raw: Horses often look fat to casual observers because they have a big stomach.

reference_spacy_tokens: Horses often look fat to casual observers because they have a big stomach .


fn_spacy_tokens_for_baseline: But Susan Hill 's spine tingler has become the longest running show ever at London 's Fortune Theatre with over 1347 chilling performances .

source_bert_toks: but susan hill ' s spine tingle ##r has become the longest running show ever at london ' s fortune theatre with over 134 ##7 chilling performances .

reference_raw: But the spinal tingler of Susan Hill became the longest running show in London's Fortune Theatre with more than 1347 cooling performances.

reference_spacy_tokens: But the spinal tingler of Susan Hill became the longest running show in London 's Fortune Theatre with more than 1347 cooling performances .


fn_spacy_tokens_for_baseline: The far - off cries of the lone bird they 'd been hearing since sunset had recently seemed to double in intensity , and Loc realized that Paul Devraux had been echoing its call by blowing on blades of jungle grass between his thumbs .

source_bert_toks: the far - off cries of the lone bird they ' d been hearing since sunset had recently seemed to double in intensity , and lo ##c realized that paul dev ##ra ##ux had been echoing its call by blowing on blades of jungle grass between his thumbs .

reference_raw: The distant screams of the lone bird they had heard since sunset seemed to have doubled in intensity recently, and Loc realized that Paul Devraux had echoed his call by blowing the blades of jungle grass between his thumbs.

reference_spacy_tokens: The distant screams of the lone bird they had heard since sunset seemed to have doubled in intensity recently , and Loc realized that Paul Devraux had echoed his call by blowing the blades of jungle grass between his thumbs .


fn_spacy_tokens_for_baseline: In the case of geology , the biggest circulation journals , which are likely to yield the most highly cited papers , are American .

source_bert_toks: in the case of geology , the biggest circulation journals , which are likely to yield the most highly cited papers , are american .

reference_raw: As far as geology is concerned, the largest circulation journals that are likely to produce the most quoted newspapers are American.

reference_spacy_tokens: As far as geology is concerned , the largest circulation journals that are likely to produce the most quoted newspapers are American .


fn_spacy_tokens_for_baseline: CHART star Freddie Jackson is a secret clothes junkie who blows thousands of pounds each month on new threads .

source_bert_toks: chart star freddie jackson is a secret clothes junk ##ie who blows thousands of pounds each month on new threads .

reference_raw: CHART star Freddie Jackson is a secret clothing addict who blows thousands of pounds a month on new threads.

reference_spacy_tokens: CHART star Freddie Jackson is a secret clothing addict who blows thousands of pounds a month on new threads .


fn_spacy_tokens_for_baseline: And the young woman let her tie the grizzling baby into the bath - chair and wheel it around the courtyard to look at the hens .

source_bert_toks: and the young woman let her tie the gr ##iz ##z ##ling baby into the bath - chair and wheel it around the courtyard to look at the hen ##s .

reference_raw: And the young woman allowed the grizzly child to be chained to the bathroom chair and wheeled around the yard to look at the chickens.

reference_spacy_tokens: And the young woman allowed the grizzly child to be chained to the bathroom chair and wheeled around the yard to look at the chickens .


fn_spacy_tokens_for_baseline: ' The truth is unless we can do something with these plants , they wo n't be globally competitive , ' said Mr. Timken , who recently stepped down as chairman of the National Association of Manufacturers .

source_bert_toks: ' the truth is unless we can do something with these plants , they won ' t be globally competitive , ' said mr . tim ##ken , who recently stepped down as chairman of the national association of manufacturers .

reference_raw: 'The truth is, if we don't do anything about these plants, they won't be globally competitive,' said Mr Timken, who recently resigned as Chairman of the National Manufacturers' Association.

reference_spacy_tokens: ' The truth is , if we do n't do anything about these plants , they wo n't be globally competitive , ' said Mr Timken , who recently resigned as Chairman of the National Manufacturers ' Association .


fn_spacy_tokens_for_baseline: A disabled teenager who 's being treated by a Russian physiotherapist has been told his trainer must go home because his visa has run out .

source_bert_toks: a disabled teenager who ' s being treated by a russian ph ##ys ##iot ##her ##ap ##ist has been told his trainer must go home because his visa has run out .

reference_raw: A disabled teenager receiving treatment from a Russian physiotherapist was told that his coach had to go home because he ran out of visas.

reference_spacy_tokens: A disabled teenager receiving treatment from a Russian physiotherapist was told that his coach had to go home because he ran out of visas .


fn_spacy_tokens_for_baseline: Every day is a tiresome and frustrating struggle for Percy Fryer .

source_bert_toks: every day is a tires ##ome and frustrating struggle for percy fry ##er .

reference_raw: Every day for Percy Fryer, it's a tired and frustrating fight.

reference_spacy_tokens: Every day for Percy Fryer , it 's a tired and frustrating fight .


fn_spacy_tokens_for_baseline: I overheard him say that he lost his desire , lost his drive and everything .

source_bert_toks: i overheard him say that he lost his desire , lost his drive and everything .

reference_raw: I heard him say he'd lost his appetite, lost his drive and all that.

reference_spacy_tokens: I heard him say he 'd lost his appetite , lost his drive and all that .


fn_spacy_tokens_for_baseline: Chuck and Benny , her kids , whined that she was never home .

source_bert_toks: chuck and benny , her kids , w ##hine ##d that she was never home .

reference_raw: Chuck and Benny, her children, howled that she was never home.

reference_spacy_tokens: Chuck and Benny , her children , howled that she was never home .


fn_spacy_tokens_for_baseline: The expression ' with any person ' merely serves to underline this universality .

source_bert_toks: the expression ' with any person ' merely serves to under ##line this universal ##ity .

reference_raw: The term "any person" only serves to highlight this universality.

reference_spacy_tokens: The term " any person " only serves to highlight this universality .


fn_spacy_tokens_for_baseline: He is to ride without stopping and take a message to my clerk , Corbett , at Godstowe Priory .

source_bert_toks: he is to ride without stopping and take a message to my clerk , corbett , at gods ##tow ##e priory .

reference_raw: He's supposed to go without stopping and send a message to my clerk, Corbett, from the Godstowe Priory.

reference_spacy_tokens: He 's supposed to go without stopping and send a message to my clerk , Corbett , from the Godstowe Priory .


fn_spacy_tokens_for_baseline: Stories like Astro 's are all too common .

source_bert_toks: stories like astro ' s are all too common .

reference_raw: Stories like Astro's are too frequent.

reference_spacy_tokens: Stories like Astro 's are too frequent .


fn_spacy_tokens_for_baseline: Let his father see that he truly merited the chiefship , in spite of his wild past !

source_bert_toks: let his father see that he truly merit ##ed the chiefs ##hip , in spite of his wild past !

reference_raw: Let his father see if he really deserved the chief, despite his wild history!

reference_spacy_tokens: Let his father see if he really deserved the chief , despite his wild history !


fn_spacy_tokens_for_baseline: I am a Catholic and as opposed to the narrow - minded Catholics of America as Sinead .

source_bert_toks: i am a catholic and as opposed to the narrow - minded catholics of america as sin ##ead .

reference_raw: I'm a Catholic, unlike the narrow Catholics of America, like Sinead.

reference_spacy_tokens: I 'm a Catholic , unlike the narrow Catholics of America , like Sinead .


fn_spacy_tokens_for_baseline: Acidity had increased up to 0.9 pH units in the upper level and 0.7 units at a metre depth .

source_bert_toks: acid ##ity had increased up to 0 . 9 ph units in the upper level and 0 . 7 units at a metre depth .

reference_raw: The acidity increased to 0.9 pH units at the top level and to 0.7 units at the bottom.

reference_spacy_tokens: The acidity increased to 0.9 pH units at the top level and to 0.7 units at the bottom .


fn_spacy_tokens_for_baseline: Interestingly , a later internal annual review of Birmingham 's Partnership concurred with some of these findings and also identified other positive outcomes ( Birmingham City Council , 1987a ) .

source_bert_toks: interesting ##ly , a later internal annual review of birmingham ' s partnership con ##cu ##rred with some of these findings and also identified other positive outcomes ( birmingham city council , 1987 ##a ) .

reference_raw: Interestingly, the later internal annual review of the Birmingham Partnership coincided with some of these findings and also identified other positive results (Birmingham City Council, 1987a).

reference_spacy_tokens: Interestingly , the later internal annual review of the Birmingham Partnership coincided with some of these findings and also identified other positive results ( Birmingham City Council , 1987a ) .


fn_spacy_tokens_for_baseline: Las Vegas would serve as a major stopover for crew rest and train repair .

source_bert_toks: las vegas would serve as a major stop ##over for crew rest and train repair .

reference_raw: Las Vegas would be the main stopover for the rest of the crew and the repair of the train.

reference_spacy_tokens: Las Vegas would be the main stopover for the rest of the crew and the repair of the train .


fn_spacy_tokens_for_baseline: Even with a bunch of terrorists conveniently assembled in a single spot , the cruise missile strike in Afghanistan was self - defeating : It no doubt guaranteed Osama Bin Laden 10 new recruits for every terrorist who was killed .

source_bert_toks: even with a bunch of terrorists convenient ##ly assembled in a single spot , the cruise missile strike in afghanistan was self - defeating : it no doubt guaranteed os ##ama bin laden 10 new recruits for every terrorist who was killed .

reference_raw: Even with a group of terrorists conveniently assembled in one place, the cruise missile attack in Afghanistan was self-defeating: it undoubtedly guaranteed Osama bin Laden ten new recruits for every terrorist killed.

reference_spacy_tokens: Even with a group of terrorists conveniently assembled in one place , the cruise missile attack in Afghanistan was self - defeating : it undoubtedly guaranteed Osama bin Laden ten new recruits for every terrorist killed .


fn_spacy_tokens_for_baseline: Dr William Najaar has concocted a mint - flavoured mouth - wash .

source_bert_toks: dr william na ##ja ##ar has con ##co ##cted a mint - flavour ##ed mouth - wash .

reference_raw: Dr. William Najaar invented a mouthwash with a mint.

reference_spacy_tokens: Dr. William Najaar invented a mouthwash with a mint .


fn_spacy_tokens_for_baseline: They were young enough to cope with the physical exhaustion but trying to memorize so many routines became unbearable .

source_bert_toks: they were young enough to cope with the physical exhaustion but trying to memo ##rize so many routines became unbearable .

reference_raw: They were young enough to deal with physical fatigue, but trying to remember so many routines became intolerable.

reference_spacy_tokens: They were young enough to deal with physical fatigue , but trying to remember so many routines became intolerable .


fn_spacy_tokens_for_baseline: Paint the bottom half of the white candles with blue food colouring .

source_bert_toks: paint the bottom half of the white candles with blue food colour ##ing .

reference_raw: Paint the lower half of the white candles in the blue colour of the food.

reference_spacy_tokens: Paint the lower half of the white candles in the blue colour of the food .


fn_spacy_tokens_for_baseline: Bucket - shop travellers are lured by the rumours reaching Harlow , Haifa and Harrisburg of yen notes showering from the trees .

source_bert_toks: bucket - shop travellers are lured by the rumours reaching harlow , haifa and harrisburg of yen notes shower ##ing from the trees .

reference_raw: Bucket-shop travellers are lured by the rumors that come to Harlow, Haifa, and Harrisburg of yen notes pouring out of the trees.

reference_spacy_tokens: Bucket - shop travellers are lured by the rumors that come to Harlow , Haifa , and Harrisburg of yen notes pouring out of the trees .


fn_spacy_tokens_for_baseline: She tiptoed past them to the chest of drawers , took out a pair of shorts and a sweatshirt and slipped back downstairs to the kitchen .

source_bert_toks: she tip ##to ##ed past them to the chest of drawers , took out a pair of shorts and a sweatshirt and slipped back downstairs to the kitchen .

reference_raw: She tiptoed past them to a box of drawers, pulled out her shorts and a sweater, and slipped back down into the kitchen.

reference_spacy_tokens: She tiptoed past them to a box of drawers , pulled out her shorts and a sweater , and slipped back down into the kitchen .


fn_spacy_tokens_for_baseline: Ada UK is a non - profit organisation which serves a membership of more than 100 in the UK and further afield .

source_bert_toks: ada uk is a non - profit organisation which serves a membership of more than 100 in the uk and further afi ##eld .

reference_raw: Ada UK is a non-profit organisation serving more than 100 members in the United Kingdom and beyond.

reference_spacy_tokens: Ada UK is a non - profit organisation serving more than 100 members in the United Kingdom and beyond .


fn_spacy_tokens_for_baseline: During the Sixth Crusade ( 1228 - 1229 ) , the Holy Roman Emperor Frederick II managed to secure Jerusalem for the Christians by negotiation .

source_bert_toks: during the sixth crusade ( 122 ##8 - 122 ##9 ) , the holy roman emperor frederick ii managed to secure jerusalem for the christians by negotiation .

reference_raw: During the Sixth Crusade (1228-1229), the Holy Roman Emperor Frederick II succeeded in securing Jerusalem for the Christians through negotiations.

reference_spacy_tokens: During the Sixth Crusade ( 1228 - 1229 ) , the Holy Roman Emperor Frederick II succeeded in securing Jerusalem for the Christians through negotiations .


fn_spacy_tokens_for_baseline: The girls , elbows propping up against the wall behind , hips thrust forward , blew them two almost toothless smirks as the windscreen wipers cut a valiant swathe through the dried spittle .

source_bert_toks: the girls , elbows prop ##ping up against the wall behind , hips thrust forward , blew them two almost tooth ##less smirk ##s as the winds ##creen wipe ##rs cut a valiant swat ##he through the dried spit ##tle .

reference_raw: The girls, elbows against the wall behind them, hips thrust forward, blew two almost toothless smiles as the windshield wipers slashed bravely through the dry spit.

reference_spacy_tokens: The girls , elbows against the wall behind them , hips thrust forward , blew two almost toothless smiles as the windshield wipers slashed bravely through the dry spit .


fn_spacy_tokens_for_baseline: ( Today , of course , the president 's defenders claim that Clinton admitted infidelity on 60 Minutes and that the fully informed voters simply did n't care . )

source_bert_toks: ( today , of course , the president ' s defenders claim that clinton admitted in ##fide ##lity on 60 minutes and that the fully informed voters simply didn ' t care . )

reference_raw: (Today, of course, the President's defenders claim that Clinton confessed to infidelity within 60 minutes, and that fully-informed voters simply didn't care.)

reference_spacy_tokens: ( Today , of course , the President 's defenders claim that Clinton confessed to infidelity within 60 minutes , and that fully - informed voters simply did n't care . )


fn_spacy_tokens_for_baseline: There was just one customer being served , a tall man in a chunky cream pullover .

source_bert_toks: there was just one customer being served , a tall man in a chunk ##y cream pull ##over .

reference_raw: Only one customer was served, a tall man in a piece of cream.

reference_spacy_tokens: Only one customer was served , a tall man in a piece of cream .


fn_spacy_tokens_for_baseline: Churchill , when frustrated by Eisenhower , grumbled that the president was ' weak and stupid ' , and he later contemptuously dismissed him as Dulles 's ' ventriloquist 's doll ' .

source_bert_toks: churchill , when frustrated by eisenhower , grumbled that the president was ' weak and stupid ' , and he later contempt ##uously dismissed him as dull ##es ' s ' vent ##ril ##o ##quist ' s doll ' .

reference_raw: Churchill, frustrated by Eisenhower, complained that the President was weak and stupid, and later dismissed him scornfully as Dulles's ventriloquist's doll.

reference_spacy_tokens: Churchill , frustrated by Eisenhower , complained that the President was weak and stupid , and later dismissed him scornfully as Dulles 's ventriloquist 's doll .


fn_spacy_tokens_for_baseline: We do abhor dust and dirt , and stains on the bathtub , and any kind of filth .

source_bert_toks: we do ab ##hor dust and dirt , and stains on the bath ##tub , and any kind of fi ##lth .

reference_raw: We do disgusting dust and dirt and stains on the tub and all sorts of dirt.

reference_spacy_tokens: We do disgusting dust and dirt and stains on the tub and all sorts of dirt .


fn_spacy_tokens_for_baseline: After co - starring with Sinatra in Kings Go Forth in 1958 , Tony Curtis became a temporary member .

source_bert_toks: after co - starring with sinatra in kings go forth in 1958 , tony curtis became a temporary member .

reference_raw: After joining Sinatra at Kings Go Forth in 1958, Tony Curtis became a temporary member.

reference_spacy_tokens: After joining Sinatra at Kings Go Forth in 1958 , Tony Curtis became a temporary member .


fn_spacy_tokens_for_baseline: It 's surprisingly quick and easy , with delightful results

source_bert_toks: it ' s surprisingly quick and easy , with delightful results

reference_raw: It's surprisingly fast and easy, with beautiful results.

reference_spacy_tokens: It 's surprisingly fast and easy , with beautiful results .


fn_spacy_tokens_for_baseline: At first she sympathised a bit , but basically she thinks it 's because I dare to walk around and look people in the eye -- I 'm too challenging or flirty or something .

source_bert_toks: at first she sy ##mp ##athi ##sed a bit , but basically she thinks it ' s because i dare to walk around and look people in the eye - - i ' m too challenging or flirt ##y or something .

reference_raw: She sympathized a little at first, but basically, she thinks it's because I dare walk around and look people in the eye.

reference_spacy_tokens: She sympathized a little at first , but basically , she thinks it 's because I dare walk around and look people in the eye .


fn_spacy_tokens_for_baseline: Ethics committee rebuke for senator

source_bert_toks: ethics committee re ##bu ##ke for senator

reference_raw: The Ethics Committee reproachs the Senator


fn_spacy_tokens_for_baseline: As anti - pylons campaigners grilled the National Grid during the second week of the Northallerton hearing , an expert witness agreed that burying cables would eliminate the field .

source_bert_toks: as anti - p ##yl ##ons campaign ##ers grille ##d the national grid during the second week of the north ##alle ##rton hearing , an expert witness agreed that burying cables would eliminate the field .

reference_raw: As anti-pylon campaigners barbecued the National Grid during the second week of the Northallerton hearing, an expert witness agreed that burying cables would eliminate the field.

reference_spacy_tokens: As anti - pylon campaigners barbecued the National Grid during the second week of the Northallerton hearing , an expert witness agreed that burying cables would eliminate the field .


fn_spacy_tokens_for_baseline: She had a place in the scheme of things ; she had significance , even importance .

source_bert_toks: she had a place in the scheme of things ; she had significance , even importance .

reference_raw: She had a place in the plan; she was important, even important.

reference_spacy_tokens: She had a place in the plan ; she was important , even important .


fn_spacy_tokens_for_baseline: On July 6 , three years after quitting his job at the car dealership , Lee 's platoon was on patrol in Qalat in southeast Afghanistan when a powerful roadside bomb tore his vehicle apart .

source_bert_toks: on july 6 , three years after quit ##ting his job at the car dealers ##hip , lee ' s platoon was on patrol in q ##ala ##t in southeast afghanistan when a powerful roadside bomb tore his vehicle apart .

reference_raw: On July 6th, three years after he quit his job at the car dealership, Lee's squad was on watch in Qalat, Southeast Afghanistan, when a powerful roadside bomb ripped his car apart.

reference_spacy_tokens: On July 6th , three years after he quit his job at the car dealership , Lee 's squad was on watch in Qalat , Southeast Afghanistan , when a powerful roadside bomb ripped his car apart .


fn_spacy_tokens_for_baseline: Russia has also supported Iran 's disclosure efforts , despite Russian President Vladimir Putin 's November 2003 charge that Iran acted in bad faith by failing to fully comply with IAEA inspections .

source_bert_toks: russia has also supported iran ' s disclosure efforts , despite russian president vladimir putin ' s november 2003 charge that iran acted in bad faith by failing to fully comply with ia ##ea inspections .

reference_raw: Russia has also supported Iran's efforts to provide information, despite the allegations made by Russian Prime Minister Vladimir Putin in November 2003 that Iran acted in bad faith by failing to fully comply with the IAEA inspections.

reference_spacy_tokens: Russia has also supported Iran 's efforts to provide information , despite the allegations made by Russian Prime Minister Vladimir Putin in November 2003 that Iran acted in bad faith by failing to fully comply with the IAEA inspections .


fn_spacy_tokens_for_baseline: It felt absurd that we should be indoors poring over papers when we might have been out there , basking in dappled sunlight , bathing in the lake .

source_bert_toks: it felt absurd that we should be indoors por ##ing over papers when we might have been out there , bas ##king in da ##pp ##led sunlight , bathing in the lake .

reference_raw: It was ridiculous that we should be indoors pouring over the papers when we could be out there, basking in the dappled sun and bathing in the lake.

reference_spacy_tokens: It was ridiculous that we should be indoors pouring over the papers when we could be out there , basking in the dappled sun and bathing in the lake .


fn_spacy_tokens_for_baseline: This is something quite different from a consideration of whether the best interests of the child will be served by its living in [ England ] rather than [ Australia].

source_bert_toks: this is something quite different from a consideration of whether the best interests of the child will be served by its living in [ england ] rather than [ australia ] .

reference_raw: This is quite different from considering whether the best interests of the child will be served by living in [England] rather than in [Australia].

reference_spacy_tokens: This is quite different from considering whether the best interests of the child will be served by living in [ England ] rather than in [ Australia].


fn_spacy_tokens_for_baseline: Yanto and Billy heard the blonde tell the landlord that it was her birthday as she ordered the drinks .

source_bert_toks: yan ##to and billy heard the blonde tell the landlord that it was her birthday as she ordered the drinks .

reference_raw: Yanto and Billy heard the blonde tell the landlord it was her birthday when she called for a drink.

reference_spacy_tokens: Yanto and Billy heard the blonde tell the landlord it was her birthday when she called for a drink .


fn_spacy_tokens_for_baseline: Then somebody got ripped apart by a diseased ferret , but only , alas , in my 90 - minute dream .

source_bert_toks: then somebody got ripped apart by a disease ##d fe ##rret , but only , ala ##s , in my 90 - minute dream .

reference_raw: Then someone was torn apart by a sick ferret, but, unfortunately, only in my 90-minute dream.

reference_spacy_tokens: Then someone was torn apart by a sick ferret , but , unfortunately , only in my 90-minute dream .


fn_spacy_tokens_for_baseline: She stood up , a little unsteadily , and smoothed her frock .

source_bert_toks: she stood up , a little un ##stead ##ily , and smoothed her fr ##ock .

reference_raw: She got to her feet, a little unsteadily, and smoothed her dress.

reference_spacy_tokens: She got to her feet , a little unsteadily , and smoothed her dress .


fn_spacy_tokens_for_baseline: There , in predictable manner , we sing our hymns and say our prayers .

source_bert_toks: there , in predictable manner , we sing our hymns and say our prayers .

reference_raw: There, in a predictable way, we sing our hymns and pray.

reference_spacy_tokens: There , in a predictable way , we sing our hymns and pray .


fn_spacy_tokens_for_baseline: A professor of medicine , visiting a medical school in Texas , asked the resident physician how many of his patients practised the habit of downing mud .

source_bert_toks: a professor of medicine , visiting a medical school in texas , asked the resident physician how many of his patients practised the habit of downing mud .

reference_raw: A medical prof, visiting a medical school in Texas, asked the resident doctor how many of his patients practiced mud.

reference_spacy_tokens: A medical prof , visiting a medical school in Texas , asked the resident doctor how many of his patients practiced mud .


fn_spacy_tokens_for_baseline: Without your help we will lose some of this grant money .

source_bert_toks: without your help we will lose some of this grant money .

reference_raw: Without your help, we're going to miss out on some of that grant money.

reference_spacy_tokens: Without your help , we 're going to miss out on some of that grant money .


fn_spacy_tokens_for_baseline: There is plenty of evidence of Caribbean influence on the speech of London adolescents , though there has been little systematic study in this area .

source_bert_toks: there is plenty of evidence of caribbean influence on the speech of london adolescents , though there has been little systematic study in this area .

reference_raw: There is a lot of evidence that the Caribbean influences the speech of young people in London, although there has been little systematic study in this area.

reference_spacy_tokens: There is a lot of evidence that the Caribbean influences the speech of young people in London , although there has been little systematic study in this area .


fn_spacy_tokens_for_baseline: But not everyone agrees about the quality of epoflex .

source_bert_toks: but not everyone agrees about the quality of ep ##of ##le ##x .

reference_raw: But not everyone is in agreement with the quality of epoflex.

reference_spacy_tokens: But not everyone is in agreement with the quality of epoflex .


fn_spacy_tokens_for_baseline: However , on his belated homecomings , he indirectly reassured her that the needed person did return m- the end .

source_bert_toks: however , on his bela ##ted homecoming ##s , he indirectly reassured her that the needed person did return m - the end .

reference_raw: But when he was late for homecoming, he indirectly assured her that the person in need had returned m-the end.

reference_spacy_tokens: But when he was late for homecoming , he indirectly assured her that the person in need had returned m - the end .


fn_spacy_tokens_for_baseline: THE western sky was glowing pink when we spotted him , a tiny shadow trotting across the darkening savannah .

source_bert_toks: the western sky was glowing pink when we spotted him , a tiny shadow tr ##otti ##ng across the darkening savannah .

reference_raw: The western sky glowed pink as we saw it, and a small shadow trotted across the darkening savanna.

reference_spacy_tokens: The western sky glowed pink as we saw it , and a small shadow trotted across the darkening savanna .


fn_spacy_tokens_for_baseline: It could be that we are fatally drawn to the mysterious : the water is that which we can not fathom , the unfathomable .

source_bert_toks: it could be that we are fatally drawn to the mysterious : the water is that which we can not fat ##hom , the un ##fat ##hom ##able .

reference_raw: It may be that we are mortally drawn to the mystery: the water is what we cannot understand, the incomprehensible.

reference_spacy_tokens: It may be that we are mortally drawn to the mystery : the water is what we can not understand , the incomprehensible .


fn_spacy_tokens_for_baseline: And if it were n't for Grand - myre and Caro she did n't know how she would have got through the past few days , especially the questioning by the Gestapo .

source_bert_toks: and if it weren ' t for grand - my ##re and car ##o she didn ' t know how she would have got through the past few days , especially the questioning by the gestapo .

reference_raw: And without Grand-Myre and Caro, she had no idea how she would survive the last few days, especially the Gestapo interrogations.

reference_spacy_tokens: And without Grand - Myre and Caro , she had no idea how she would survive the last few days , especially the Gestapo interrogations .


fn_spacy_tokens_for_baseline: If you are unable to get adequate information about running your car on unleaded fuel from your dealer or local garage phone these help lines :

source_bert_toks: if you are unable to get adequate information about running your car on un ##lea ##ded fuel from your dealer or local garage phone these help lines :

reference_raw: If you cannot obtain sufficient information about the operation of the vehicle on unleaded fuel from the dealer or local garage, the following helplines are used:

reference_spacy_tokens: If you can not obtain sufficient information about the operation of the vehicle on unleaded fuel from the dealer or local garage , the following helplines are used :


fn_spacy_tokens_for_baseline: Other groups have acquired a pathogen or toxin and have been motivated to use it , but were penetrated by law enforcement or exposed by defectors before the attack could be carried out .

source_bert_toks: other groups have acquired a pathogen or toxin and have been motivated to use it , but were penetrated by law enforcement or exposed by defect ##ors before the attack could be carried out .

reference_raw: Other groups acquired a pathogen or toxin and were motivated to use it, but were infiltrated by the police or exposed by defectors prior to the attack.

reference_spacy_tokens: Other groups acquired a pathogen or toxin and were motivated to use it , but were infiltrated by the police or exposed by defectors prior to the attack .


fn_spacy_tokens_for_baseline: I must go and break it to dear Dimity , and then we must clear up things here , and set off for Thrush Green without delay . '

source_bert_toks: i must go and break it to dear dim ##ity , and then we must clear up things here , and set off for thru ##sh green without delay . '

reference_raw: I'll have to go and break it to dear Dimity, and then we'll have to clean things up and go to Thrush Green immediately.'

reference_spacy_tokens: I 'll have to go and break it to dear Dimity , and then we 'll have to clean things up and go to Thrush Green immediately . '


fn_spacy_tokens_for_baseline: This plant , which commenced production in June , allows next day delivery to both Melbourne and Sydney .

source_bert_toks: this plant , which commenced production in june , allows next day delivery to both melbourne and sydney .

reference_raw: This plant, which started production in June, allows the next day to be delivered to both Melbourne and Sydney.

reference_spacy_tokens: This plant , which started production in June , allows the next day to be delivered to both Melbourne and Sydney .


fn_spacy_tokens_for_baseline: But Peterson contends : ' By the early thirties , gentle waves were washing against the hull of organized baseball ' ( 1970 , p. 175 ) .

source_bert_toks: but peterson contend ##s : ' by the early thirties , gentle waves were washing against the hull of organized baseball ' ( 1970 , p . 175 ) .

reference_raw: But Peterson says, 'By the early 1930s, soft waves washed against the hull of organized baseball, '1970, p.

reference_spacy_tokens: But Peterson says , ' By the early 1930s , soft waves washed against the hull of organized baseball , ' 1970 , p.


fn_spacy_tokens_for_baseline: At 9:27 , after having been in the air for 45 minutes , United 93 acknowledged a transmission from the Cleveland Center controller .

source_bert_toks: at 9 : 27 , after having been in the air for 45 minutes , united 93 acknowledged a transmission from the cleveland center controller .

reference_raw: At 9:27 p.m., after being airborne for 45 minutes, United 93 confirmed a transmission from the Cleveland Center Controller.

reference_spacy_tokens: At 9:27 p.m. , after being airborne for 45 minutes , United 93 confirmed a transmission from the Cleveland Center Controller .


fn_spacy_tokens_for_baseline: All the bridesmaids carried posies of spring flowers , and wore antique pearl and gold necklaces and bracelets .

source_bert_toks: all the bride ##sma ##ids carried po ##sies of spring flowers , and wore antique pearl and gold necklace ##s and bracelet ##s .

reference_raw: All of the bridesmaids carried posies of spring flowers and wore ancient pearls and gold tores and bracelets.

reference_spacy_tokens: All of the bridesmaids carried posies of spring flowers and wore ancient pearls and gold tores and bracelets .