fn_spacy_tokens_for_baseline: THE chairman of the Russian parliament , Ruslan Khasbulatov , called openly for the first time yesterday for Boris Yeltsin 's impeachment after the Constitutional Court had ruled that the president had acted in contravention of the constitution .

source_bert_toks: the chairman of the russian parliament , rus ##lan k ##has ##bula ##tov , called openly for the first time yesterday for boris ye ##lts ##in ' s imp ##ea ##chment after the constitutional court had ruled that the president had acted in contra ##vent ##ion of the constitution .

reference_raw: The President of the Russian Parliament, Ruslan Khasbulatov, spoke openly to Boris Yeltsin for the first time yesterday after the Constitutional Court ruled that the President had acted in violation of the Constitution.

reference_spacy_tokens: The President of the Russian Parliament , Ruslan Khasbulatov , spoke openly to Boris Yeltsin for the first time yesterday after the Constitutional Court ruled that the President had acted in violation of the Constitution .


fn_spacy_tokens_for_baseline: In other words , you must try to interact with your text , as in a dialogue between people .

source_bert_toks: in other words , you must try to interact with your text , as in a dialogue between people .

reference_raw: In other words, you have to try to communicate with your text, just like you do in a conversation between people.

reference_spacy_tokens: In other words , you have to try to communicate with your text , just like you do in a conversation between people .


fn_spacy_tokens_for_baseline: Tim Roberts , prosecuting , said the Post Office in East Green was robbed in November .

source_bert_toks: tim roberts , prose ##cuting , said the post office in east green was robbed in november .

reference_raw: Tim Roberts, the prosecution, said the East Green Post Office was ambushed in November.

reference_spacy_tokens: Tim Roberts , the prosecution , said the East Green Post Office was ambushed in November .


fn_spacy_tokens_for_baseline: That demand was reportedly knocked down by the Clinton administration to a series of satellite launches and some food aid , but the potential deal still lacked a key component - how to verify that North Korea was honouring the bargain - when the Clinton team ran out of time .

source_bert_toks: that demand was reportedly knocked down by the clinton administration to a series of satellite launches and some food aid , but the potential deal still lacked a key component - how to verify that north korea was honour ##ing the bargain - when the clinton team ran out of time .

reference_raw: The Clinton administration supposedly reduced this demand to a series of satellite start-ups and some food aid, but the potential agreement still lacked the key element to verify that North Korea was honoring the deal-when the Clinton team ran out of time.

reference_spacy_tokens: The Clinton administration supposedly reduced this demand to a series of satellite start - ups and some food aid , but the potential agreement still lacked the key element to verify that North Korea was honoring the deal - when the Clinton team ran out of time .


fn_spacy_tokens_for_baseline: Even within a GP practice , it is likely that doctors will wish to use different hospitals and consultants , but may now be constrained from doing so .

source_bert_toks: even within a gp practice , it is likely that doctors will wish to use different hospitals and consultants , but may now be constrained from doing so .

reference_raw: Even in the context of GP, doctors are likely to want to use different hospitals and consultants, but they can now be limited.

reference_spacy_tokens: Even in the context of GP , doctors are likely to want to use different hospitals and consultants , but they can now be limited .


fn_spacy_tokens_for_baseline: The pigs were schooled to scale ladders , walk tightropes and perform feats of prestidigitation .

source_bert_toks: the pigs were school ##ed to scale ladder ##s , walk tight ##rop ##es and perform feat ##s of pre ##sti ##di ##git ##ation .

reference_raw: Pigs were trained to scale ladders, walk tightropes, and perform prestigative functions.

reference_spacy_tokens: Pigs were trained to scale ladders , walk tightropes , and perform prestigative functions .


fn_spacy_tokens_for_baseline: Although the P25 was by then quite good , Rudd realised that the front suspension could be tweaked still further .

source_bert_toks: although the p ##25 was by then quite good , rudd realised that the front suspension could be t ##we ##ake ##d still further .

reference_raw: Even though the P25 was quite good at the time, Rudd realized that the front suspension could be further twitched.

reference_spacy_tokens: Even though the P25 was quite good at the time , Rudd realized that the front suspension could be further twitched .


fn_spacy_tokens_for_baseline: Plates were handed out at a commemorative dinner by Health Authority Chairman Maurice Proctor .

source_bert_toks: plates were handed out at a commemorative dinner by health authority chairman maurice proctor .

reference_raw: The plates were handed over by Chairman Maurice Proctor of the Health Office at a commemorative supper.

reference_spacy_tokens: The plates were handed over by Chairman Maurice Proctor of the Health Office at a commemorative supper .


fn_spacy_tokens_for_baseline: The European Monetary System was established in 1979 with the ultimate objective of achieving one common currency within the E.E.C. Working towards that goal it was necessary to establish a greater measure of monetary stability in the Community .

source_bert_toks: the european monetary system was established in 1979 with the ultimate objective of achieving one common currency within the e . e . c . working towards that goal it was necessary to establish a greater measure of monetary stability in the community .

reference_raw: The European Monetary System was set up in 1979, with the ultimate aim of achieving a single common currency within the E.E.C. working to achieve this goal, a greater degree of monetary stability in the Community was needed.

reference_spacy_tokens: The European Monetary System was set up in 1979 , with the ultimate aim of achieving a single common currency within the E.E.C. working to achieve this goal , a greater degree of monetary stability in the Community was needed .


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

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

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

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


fn_spacy_tokens_for_baseline: During its meetings with IAEA officials in August 2003 , Iran for the first time provided evidence of its technical violations of the NPT by revealing that in the 1990s , it had carried out 113 uranium conversion experiments involving the production of uranium metal from imported UF4 and the production of UF4 from imported UO2 , as well as laboratory - scale experiments in the 1980s involving the production of heavy water .

source_bert_toks: during its meetings with ia ##ea officials in august 2003 , iran for the first time provided evidence of its technical violations of the np ##t by revealing that in the 1990s , it had carried out 113 uranium conversion experiments involving the production of uranium metal from imported u ##f ##4 and the production of u ##f ##4 from imported u ##o ##2 , as well as laboratory - scale experiments in the 1980s involving the production of heavy water .

reference_raw: During its meetings with IAEA officials in August 2003, Iran provided evidence for the first time of its technical violations of the NPT, revealing that in the 1990s it carried out 113 uranium transformation experiments involving the production of uranium metal from imported UF4 and the production of UF4 from imported UO2 and laboratory scale experiments involving heavy water production in the 1980s.

reference_spacy_tokens: During its meetings with IAEA officials in August 2003 , Iran provided evidence for the first time of its technical violations of the NPT , revealing that in the 1990s it carried out 113 uranium transformation experiments involving the production of uranium metal from imported UF4 and the production of UF4 from imported UO2 and laboratory scale experiments involving heavy water production in the 1980s .


fn_spacy_tokens_for_baseline: ' We 've taken out Al Qaeda leaders , and we 've put them on a path to defeat .

source_bert_toks: ' we ' ve taken out al qaeda leaders , and we ' ve put them on a path to defeat .

reference_raw: We killed the leaders of Al Qaeda and put them in the way of defeat.

reference_spacy_tokens: We killed the leaders of Al Qaeda and put them in the way of defeat .


fn_spacy_tokens_for_baseline: Lee and Leslie began hooting with glee .

source_bert_toks: lee and leslie began ho ##oting with glee .

reference_raw: Lee and Leslie began to scream with joy.

reference_spacy_tokens: Lee and Leslie began to scream with joy .


fn_spacy_tokens_for_baseline: His gob of saliva dribbled down then clung , warping the image of the turtle head as though the corresponding section of the enemy Titan was bubbling , rheum leaking from its right eye .

source_bert_toks: his go ##b of saliva dr ##ib ##bled down then clung , warp ##ing the image of the turtle head as though the corresponding section of the enemy titan was bubbling , r ##he ##um leaking from its right eye .

reference_raw: Then his gob of saliva dribbled down, twisting the image of the tortoise's head as if the corresponding section of the enemy Titan were bubbling, and the rheum was leaking out of his right eye.

reference_spacy_tokens: Then his gob of saliva dribbled down , twisting the image of the tortoise 's head as if the corresponding section of the enemy Titan were bubbling , and the rheum was leaking out of his right eye .


fn_spacy_tokens_for_baseline: To help you see how much your contribution means , I 'm sharing with you The words of people who have lived Goodwill 's mission .

source_bert_toks: to help you see how much your contribution means , i ' m sharing with you the words of people who have lived goodwill ' s mission .

reference_raw: To help you understand the value of your contribution, I share with you the words of the people who lived on the mission of Goodwill.

reference_spacy_tokens: To help you understand the value of your contribution , I share with you the words of the people who lived on the mission of Goodwill .


fn_spacy_tokens_for_baseline: Jake had been hurling these same insults at her now for years , and by now she ought to be totally immune to them .

source_bert_toks: jake had been hurling these same insults at her now for years , and by now she ought to be totally immune to them .

reference_raw: Jake had been throwing the same insults at her for years, and she should have been completely immune to them by now.

reference_spacy_tokens: Jake had been throwing the same insults at her for years , and she should have been completely immune to them by now .


fn_spacy_tokens_for_baseline: Carefully peel the oranges with a sharp knife to remove all pith .

source_bert_toks: carefully peel the orange ##s with a sharp knife to remove all pit ##h .

reference_raw: Carefully remove the oranges with a sharp knife to remove the pit.

reference_spacy_tokens: Carefully remove the oranges with a sharp knife to remove the pit .


fn_spacy_tokens_for_baseline: Most skin cancers are completely curable , but some can be fatal .

source_bert_toks: most skin cancers are completely cu ##rable , but some can be fatal .

reference_raw: Most skin cancers are completely healable, but some of them can be fatal.

reference_spacy_tokens: Most skin cancers are completely healable , but some of them can be fatal .


fn_spacy_tokens_for_baseline: At that moment the door to one of the partitioned offices opened and a stout , smartly suited figure emerged .

source_bert_toks: at that moment the door to one of the partition ##ed offices opened and a stout , smart ##ly suited figure emerged .

reference_raw: At that moment the door to one of the partitioned offices opened and a sturdy, smart-looking figure appeared.

reference_spacy_tokens: At that moment the door to one of the partitioned offices opened and a sturdy , smart - looking figure appeared .


fn_spacy_tokens_for_baseline: The voters delivered Mr. Gonzalez a third mandate for his successes .

source_bert_toks: the voters delivered mr . gonzalez a third mandate for his successes .

reference_raw: The voters have given Mr. Gonzalez the third term of office for his achievements.

reference_spacy_tokens: The voters have given Mr. Gonzalez the third term of office for his achievements .


fn_spacy_tokens_for_baseline: Under an agreement with the mostly Pakistani residents , the trust bought for £ 1 each the dilapidated Grade II - listed homes , dating from 1848 - 51 , after they had been threatened with demolition .

source_bert_toks: under an agreement with the mostly pakistani residents , the trust bought for £1 each the dilapidated grade ii - listed homes , dating from 1848 - 51 , after they had been threatened with demolition .

reference_raw: According to an agreement with the majority of Pakistani residents, the trust purchased £1 for each of the broken-down houses listed in Grade II, dating from 1848 to 51, when they were threatened with demolition.

reference_spacy_tokens: According to an agreement with the majority of Pakistani residents , the trust purchased £ 1 for each of the broken - down houses listed in Grade II , dating from 1848 to 51 , when they were threatened with demolition .


fn_spacy_tokens_for_baseline: Everybody makes front - page mention of yesterday 's surprise resignation by the Air Force 's top officer , Gen.

source_bert_toks: everybody makes front - page mention of yesterday ' s surprise resignation by the air force ' s top officer , gen .

reference_raw: Everyone's making a front-page reference to yesterday's surprise resignation from the Air Force's top mate, General.

reference_spacy_tokens: Everyone 's making a front - page reference to yesterday 's surprise resignation from the Air Force 's top mate , General .


fn_spacy_tokens_for_baseline: Additional government spending is particularly important in such areas as advanced wing design , air traffic management systems and low - cost manufacturing .

source_bert_toks: additional government spending is particularly important in such areas as advanced wing design , air traffic management systems and low - cost manufacturing .

reference_raw: Additional government expenditure is particularly important in areas such as advanced wing design, air traffic management systems and low-cost production.

reference_spacy_tokens: Additional government expenditure is particularly important in areas such as advanced wing design , air traffic management systems and low - cost production .


fn_spacy_tokens_for_baseline: Lissa gave a distracted yelp and jumped away from him , wide - eyed with horror .

source_bert_toks: lissa gave a distracted ye ##lp and jumped away from him , wide - eyed with horror .

reference_raw: Lissa screamed distractedly and leapt away from him, her eyes wide with terror.

reference_spacy_tokens: Lissa screamed distractedly and leapt away from him , her eyes wide with terror .


fn_spacy_tokens_for_baseline: She felt distressed , she did n't know why .

source_bert_toks: she felt distressed , she didn ' t know why .

reference_raw: She was upset, not knowing why.

reference_spacy_tokens: She was upset , not knowing why .


fn_spacy_tokens_for_baseline: Thomas Constable and John Gilpin justified their ' unlawfull resystance ' to the Forest officers on the ground that the right of hunting the deer in Hackness manor belonged exclusively to Sir John Constable of Burton .

source_bert_toks: thomas constable and john gil ##pin justified their ' unlawful ##l res ##yst ##ance ' to the forest officers on the ground that the right of hunting the deer in hack ##ness manor belonged exclusively to sir john constable of burton .

reference_raw: Thomas Constable and John Gilpin explained their "unlawful resistance" to forest officers on the ground that the right to hunt a deer in Hackness Manor belonged exclusively to Sir John Constable of Burton.

reference_spacy_tokens: Thomas Constable and John Gilpin explained their " unlawful resistance " to forest officers on the ground that the right to hunt a deer in Hackness Manor belonged exclusively to Sir John Constable of Burton .


fn_spacy_tokens_for_baseline: Intimacy , of a kind ; they were both reserved people , they did n't rush things .

source_bert_toks: intimacy , of a kind ; they were both reserved people , they didn ' t rush things .

reference_raw: Intimacy, of some sort; they were both self-contained people, and they were in no hurry.

reference_spacy_tokens: Intimacy , of some sort ; they were both self - contained people , and they were in no hurry .


fn_spacy_tokens_for_baseline: " I 'm dead beat !

source_bert_toks: " i ' m dead beat !

reference_raw: "I'm a dead rhythm!"

reference_spacy_tokens: " I 'm a dead rhythm ! "


fn_spacy_tokens_for_baseline: In the cab was a woman , half - collapsed from nervous exhaustion .

source_bert_toks: in the cab was a woman , half - collapsed from nervous exhaustion .

reference_raw: There was a woman in the cabin, half-collapsed with nervous exhaustion.

reference_spacy_tokens: There was a woman in the cabin , half - collapsed with nervous exhaustion .


fn_spacy_tokens_for_baseline: The move follows the publication of the Queen 's Christmas message 48 hours before it was due to be broadcast to the nation and claims that a BBC employee leaked the speech to a newspaper .

source_bert_toks: the move follows the publication of the queen ' s christmas message 48 hours before it was due to be broadcast to the nation and claims that a bbc employee leaked the speech to a newspaper .

reference_raw: The movement follows the publication of the Queen's Christmas report 48 hours before it was to be broadcast to the nation, claiming that a BBC employee released the speech to the newspaper.

reference_spacy_tokens: The movement follows the publication of the Queen 's Christmas report 48 hours before it was to be broadcast to the nation , claiming that a BBC employee released the speech to the newspaper .


fn_spacy_tokens_for_baseline: She held up her wrinkled arm .

source_bert_toks: she held up her wrinkled arm .

reference_raw: She raised her wrinkled hand.

reference_spacy_tokens: She raised her wrinkled hand .


fn_spacy_tokens_for_baseline: Simple as it has been in its leading features , it has none the less presented surprising difficulties in the way of an arrest .

source_bert_toks: simple as it has been in its leading features , it has none the less presented surprising difficulties in the way of an arrest .

reference_raw: As simple as it is in its main features, however, it presents surprising difficulties in the way of detention.

reference_spacy_tokens: As simple as it is in its main features , however , it presents surprising difficulties in the way of detention .


fn_spacy_tokens_for_baseline: Corbett , ignoring Ranulf 's pleas and remonstrances , told them both to get a good night 's sleep in preparation for the next morning .

source_bert_toks: corbett , ignoring ran ##ulf ' s pleas and re ##mons ##tra ##nce ##s , told them both to get a good night ' s sleep in preparation for the next morning .

reference_raw: Corbett, ignoring Ranulf's pleas and protests, told them to sleep well in preparation for the next morning.

reference_spacy_tokens: Corbett , ignoring Ranulf 's pleas and protests , told them to sleep well in preparation for the next morning .


fn_spacy_tokens_for_baseline: Praise Allah who said provide those who believed with security and peace be upon our prophet .

source_bert_toks: praise allah who said provide those who believed with security and peace be upon our prophet .

reference_raw: Praise Allah, who said to give those who trust in safety and peace to our prophet.

reference_spacy_tokens: Praise Allah , who said to give those who trust in safety and peace to our prophet .


fn_spacy_tokens_for_baseline: In 2000 , there were several suicide attacks in Chechnya , including an attack against a military barracks in the town of Argun , which killed more than 25 Russian servicemen .

source_bert_toks: in 2000 , there were several suicide attacks in che ##ch ##nya , including an attack against a military barracks in the town of ar ##gun , which killed more than 25 russian servicemen .

reference_raw: There were several suicide bombings in Chechnya in 2000, including an assault on a military barracks in Argun, which killed over 25 Russian soldiers.

reference_spacy_tokens: There were several suicide bombings in Chechnya in 2000 , including an assault on a military barracks in Argun , which killed over 25 Russian soldiers .


fn_spacy_tokens_for_baseline: ' When you started prattling about that man I sometimes saw here before I ever went up to Oxford , ' she said .

source_bert_toks: ' when you started pratt ##ling about that man i sometimes saw here before i ever went up to oxford , ' she said .

reference_raw: "When you started talking about him, I sometimes saw him here before I went to Oxford," she said.

reference_spacy_tokens: " When you started talking about him , I sometimes saw him here before I went to Oxford , " she said .


fn_spacy_tokens_for_baseline: Adam was trapped in the open and he sprinted towards a deep tank track as the aircraft swung towards him , nose low as it gathered speed .

source_bert_toks: adam was trapped in the open and he sprinted towards a deep tank track as the aircraft swung towards him , nose low as it gathered speed .

reference_raw: Adam was trapped in the open, and he ran to the deep tank track as the plane turned toward him, nose low as it picked up speed.

reference_spacy_tokens: Adam was trapped in the open , and he ran to the deep tank track as the plane turned toward him , nose low as it picked up speed .


fn_spacy_tokens_for_baseline: The ' blood ' referred to came of course from the animal which died as a substitute for the repentant Jew and which was sprinkled on his behalf on the altar by the priest .

source_bert_toks: the ' blood ' referred to came of course from the animal which died as a substitute for the rep ##ent ##ant jew and which was sp ##rin ##kled on his behalf on the altar by the priest .

reference_raw: The 'blood' mentioned, of course, had come from an animal that had died as a substitute for a penitent Jew who had been sprinkled on the altar by a priest in his name.

reference_spacy_tokens: The ' blood ' mentioned , of course , had come from an animal that had died as a substitute for a penitent Jew who had been sprinkled on the altar by a priest in his name .


fn_spacy_tokens_for_baseline: The barrels of sodium hypochlorite , which is used to clean beer bottles , fell onto the side of the A 40 at Witney in Oxfordshire .

source_bert_toks: the barrels of sodium h ##yp ##och ##lor ##ite , which is used to clean beer bottles , fell onto the side of the a 40 at wit ##ney in oxfordshire .

reference_raw: Sodium hypochlorite drums used to clean beer bottles fell on the A40 side of Witney in Oxfordshire.

reference_spacy_tokens: Sodium hypochlorite drums used to clean beer bottles fell on the A40 side of Witney in Oxfordshire .


fn_spacy_tokens_for_baseline: If I had learned her secret before the marriage was legal , all her devious schemes would have come to nothing . '

source_bert_toks: if i had learned her secret before the marriage was legal , all her devi ##ous schemes would have come to nothing . '

reference_raw: If I had learned her secret before the marriage was lawful, all of her devious plans would have come to nothing.'

reference_spacy_tokens: If I had learned her secret before the marriage was lawful , all of her devious plans would have come to nothing . '


fn_spacy_tokens_for_baseline: It was the kind of grin on the face of a leather - jacketed youth when he revs his motor bike and watches the grimaces on the faces of those standing around .

source_bert_toks: it was the kind of grin on the face of a leather - jacket ##ed youth when he rev ##s his motor bike and watches the grimace ##s on the faces of those standing around .

reference_raw: It was the smile on the face of a young man in a leather jacket when he turned his motorbike and watched the grins on the faces of those around him.

reference_spacy_tokens: It was the smile on the face of a young man in a leather jacket when he turned his motorbike and watched the grins on the faces of those around him .


fn_spacy_tokens_for_baseline: And here came a vision of Simon , terribly hurt by Gazzer 's knife and left to bleed to death in some stinking alley .

source_bert_toks: and here came a vision of simon , terribly hurt by ga ##zz ##er ' s knife and left to bleed to death in some stink ##ing alley .

reference_raw: And here came the vision of Simon, horribly wounded by Gazzer's knife, and left to bleed out in some stinking alley.

reference_spacy_tokens: And here came the vision of Simon , horribly wounded by Gazzer 's knife , and left to bleed out in some stinking alley .


fn_spacy_tokens_for_baseline: Allied bombings in 1943 devastated the city , and the light from the fires was visible for many miles out across the plain .

source_bert_toks: allied bombings in 1943 devastated the city , and the light from the fires was visible for many miles out across the plain .

reference_raw: The city was destroyed by allied bombings in 1943, and the firelight was visible for miles across the plain.

reference_spacy_tokens: The city was destroyed by allied bombings in 1943 , and the firelight was visible for miles across the plain .


fn_spacy_tokens_for_baseline: After initially lying , insisting it had received no complaints , the board shifted to the more reliable techniques of equivocating and trivializing its critics , insisting that there was no problem , and if there was it was small , and temporary , and that those who complained were just a bunch of complainers whose purpose is just to make some complaints .

source_bert_toks: after initially lying , insisting it had received no complaints , the board shifted to the more reliable techniques of e ##qui ##vo ##cating and trivial ##izing its critics , insisting that there was no problem , and if there was it was small , and temporary , and that those who complained were just a bunch of complain ##ers whose purpose is just to make some complaints .

reference_raw: When he had lied at first, insisting that he had not received any complaints, the Council had moved on to more reliable methods of equivocating and trivializing his critics, insisting that there was no problem, and when it was small and temporary, and that the ones who complained were just a bunch of complainers whose only purpose was to complain.

reference_spacy_tokens: When he had lied at first , insisting that he had not received any complaints , the Council had moved on to more reliable methods of equivocating and trivializing his critics , insisting that there was no problem , and when it was small and temporary , and that the ones who complained were just a bunch of complainers whose only purpose was to complain .


fn_spacy_tokens_for_baseline: He surveyed them with loathing .

source_bert_toks: he surveyed them with lo ##athing .

reference_raw: He looked at them with disgust.

reference_spacy_tokens: He looked at them with disgust .


fn_spacy_tokens_for_baseline: He volunteered to go on the expedition to explore the island with Ralph and Jack , but they did not like him , so did not allow him to go .

source_bert_toks: he volunteered to go on the expedition to explore the island with ralph and jack , but they did not like him , so did not allow him to go .

reference_raw: He offered to explore the island with Ralph and Jack, but they didn't like him, so they wouldn't let him go.

reference_spacy_tokens: He offered to explore the island with Ralph and Jack , but they did n't like him , so they would n't let him go .


fn_spacy_tokens_for_baseline: Firstly , the statistics appearing in the background paper were frequently berated for failing to make clear the actual level of default amongst partnerships and thus for misdirecting the profession on the issues .

source_bert_toks: firstly , the statistics appearing in the background paper were frequently be ##rated for failing to make clear the actual level of default amongst partnerships and thus for mis ##di ##re ##cting the profession on the issues .

reference_raw: On the one hand, the statistics contained in the background document have often been delayed because they do not explain the actual level of non-performance between partnerships and, consequently, because the profession is misdirected on these issues.

reference_spacy_tokens: On the one hand , the statistics contained in the background document have often been delayed because they do not explain the actual level of non - performance between partnerships and , consequently , because the profession is misdirected on these issues .


fn_spacy_tokens_for_baseline: There is no consistent air movement , and the seeds are drifting outwards in all directions from the tree .

source_bert_toks: there is no consistent air movement , and the seeds are drifting outward ##s in all directions from the tree .

reference_raw: There's no consistent movement in the air, and the seeds fly out of the tree in every direction.

reference_spacy_tokens: There 's no consistent movement in the air , and the seeds fly out of the tree in every direction .


fn_spacy_tokens_for_baseline: Iranian news reports say he was leaving for work when the explosion occurred .

source_bert_toks: iranian news reports say he was leaving for work when the explosion occurred .

reference_raw: According to Iranian news, he was on his way to work at the time of the bombing.

reference_spacy_tokens: According to Iranian news , he was on his way to work at the time of the bombing .


fn_spacy_tokens_for_baseline: It was to the interest of HQ 5 Corps to ensure that the Army Commander was fully conversant with their concerns .

source_bert_toks: it was to the interest of hq 5 corps to ensure that the army commander was fully con ##vers ##ant with their concerns .

reference_raw: It was in the interest of Command 5 to make sure that the military commander was fully satisfied with their concerns.

reference_spacy_tokens: It was in the interest of Command 5 to make sure that the military commander was fully satisfied with their concerns .


fn_spacy_tokens_for_baseline: The acquisition and creation of these various weapon systems can also be seen as a response to Iran 's own experience as a victim of chemical and missile attacks during the Iran - Iraq War .

source_bert_toks: the acquisition and creation of these various weapon systems can also be seen as a response to iran ' s own experience as a victim of chemical and missile attacks during the iran - iraq war .

reference_raw: The acquisition and development of these different weapons systems can also be seen as a response to Iran's own experience as a victim of chemical and missile attacks during the Iran-Iraq War.

reference_spacy_tokens: The acquisition and development of these different weapons systems can also be seen as a response to Iran 's own experience as a victim of chemical and missile attacks during the Iran - Iraq War .


fn_spacy_tokens_for_baseline: The researchers selected 35 people who ate spicy food regularly and gave 19 of them 32 solutions containing different amounts of capsaicin and sugar .

source_bert_toks: the researchers selected 35 people who ate spicy food regularly and gave 19 of them 32 solutions containing different amounts of caps ##ai ##cin and sugar .

reference_raw: The researchers selected 35 people who regularly ate spiced meals and provided 19 of them with 32 solutions containing various quantities of capsaicin and sugar.

reference_spacy_tokens: The researchers selected 35 people who regularly ate spiced meals and provided 19 of them with 32 solutions containing various quantities of capsaicin and sugar .


fn_spacy_tokens_for_baseline: A pertinent statistical table produced by Nykrog shows how clerks are always successful in the eternal triangle of sexual competition , pitted against husbands ranging from knights to peasants .

source_bert_toks: a per ##tine ##nt statistical table produced by ny ##kr ##og shows how clerks are always successful in the eternal triangle of sexual competition , pitted against husbands ranging from knights to peasants .

reference_raw: The relevant statistical table produced by Nykrog demonstrates that officials are always successful in the everlasting triangle of sexual competition, pitted against husbands from knights to peasants.

reference_spacy_tokens: The relevant statistical table produced by Nykrog demonstrates that officials are always successful in the everlasting triangle of sexual competition , pitted against husbands from knights to peasants .


fn_spacy_tokens_for_baseline: I took off the yellow waistcoat with its white lining and hung it on a hanger , and I took off my shoes , but rather like George I still felt myself to be on duty , so I switched off the light and lay on top of the bedclothes watching the black Canadian land slide by , while the free northern show went on above for hours in the sky .

source_bert_toks: i took off the yellow waist ##coat with its white lining and hung it on a hang ##er , and i took off my shoes , but rather like george i still felt myself to be on duty , so i switched off the light and lay on top of the bed ##cloth ##es watching the black canadian land slide by , while the free northern show went on above for hours in the sky .

reference_raw: I pulled off my white-lined yellow vest and hung it up on the hanger and pulled off my boots, but like George, I still felt like I was on duty, so I turned off the light and lay on my bedclothes, watching the black Canadian country slide by while the free north show went on for hours in the sky.

reference_spacy_tokens: I pulled off my white - lined yellow vest and hung it up on the hanger and pulled off my boots , but like George , I still felt like I was on duty , so I turned off the light and lay on my bedclothes , watching the black Canadian country slide by while the free north show went on for hours in the sky .


fn_spacy_tokens_for_baseline: All I could see , that I now remember , was this fellow in blue overalls wandering down the street outside , drinking a can of Coca Cola .

source_bert_toks: all i could see , that i now remember , was this fellow in blue overall ##s wandering down the street outside , drinking a can of coca cola .

reference_raw: All I could see, now I remember, was the guy in the blue overalls who was walking down the street, drinking a can of Coca Cola.

reference_spacy_tokens: All I could see , now I remember , was the guy in the blue overalls who was walking down the street , drinking a can of Coca Cola .


fn_spacy_tokens_for_baseline: Besides , his robust narrative voice carries with it a quiet irony as the reader sees more than he realises of this attractively vigorous and unaffected hero .

source_bert_toks: besides , his robust narrative voice carries with it a quiet irony as the reader sees more than he realises of this attractive ##ly vigorous and unaffected hero .

reference_raw: In addition, his sturdy voice carries a silent irony, as the reader sees more than he realizes about this attractively energetic and unaffected hero.

reference_spacy_tokens: In addition , his sturdy voice carries a silent irony , as the reader sees more than he realizes about this attractively energetic and unaffected hero .


fn_spacy_tokens_for_baseline: These pictures were filmed by a man called Herbert Ponting .

source_bert_toks: these pictures were filmed by a man called herbert pont ##ing .

reference_raw: This photo was taken by a man named Herbert Ponting.

reference_spacy_tokens: This photo was taken by a man named Herbert Ponting .


fn_spacy_tokens_for_baseline: Goggled officials hunched over consoles around tiers of cantilevered wrought - iron galleries , listening to data , whispering orders .

source_bert_toks: go ##ggle ##d officials hunched over consoles around tier ##s of can ##tile ##vered wrought - iron galleries , listening to data , whispering orders .

reference_raw: Goggled officials crouched over the consoles around the tiers of cantile-wrought iron galleries, listening to the data and whispering orders.

reference_spacy_tokens: Goggled officials crouched over the consoles around the tiers of cantile - wrought iron galleries , listening to the data and whispering orders .


fn_spacy_tokens_for_baseline: 1992 saw as many commendable , innovative and diverse applications for matched funding as in previous years .

source_bert_toks: 1992 saw as many com ##men ##dable , innovative and diverse applications for matched funding as in previous years .

reference_raw: 1992 saw as many laudable, innovative and diverse applications for matching funding as in previous years.

reference_spacy_tokens: 1992 saw as many laudable , innovative and diverse applications for matching funding as in previous years .


fn_spacy_tokens_for_baseline: As mentioned , IBM has opted for the mouse stick in the middle of the keyboard instead of the little trackball or the little panel you diddle with your finger .

source_bert_toks: as mentioned , ibm has opted for the mouse stick in the middle of the keyboard instead of the little track ##ball or the little panel you did ##dle with your finger .

reference_raw: As mentioned above, IBM chose a mouse stick in the center of the keyboard instead of a small trackball or a small panel with a finger.

reference_spacy_tokens: As mentioned above , IBM chose a mouse stick in the center of the keyboard instead of a small trackball or a small panel with a finger .


fn_spacy_tokens_for_baseline: For a long time she lay awake , staring into the darkness and telling herself that she had been absolutely crazy to let this happen .

source_bert_toks: for a long time she lay awake , staring into the darkness and telling herself that she had been absolutely crazy to let this happen .

reference_raw: She lay awake for a long time, staring into the darkness, thinking she was insane enough to let it happen.

reference_spacy_tokens: She lay awake for a long time , staring into the darkness , thinking she was insane enough to let it happen .


fn_spacy_tokens_for_baseline: This lasting antipathy coexisted in his mind with a rare mastery of philosophical debate and classical literature .

source_bert_toks: this lasting anti ##pathy coe ##xi ##sted in his mind with a rare mastery of philosophical debate and classical literature .

reference_raw: This permanent antipathy coexisted in his mind with a rare mastery of philosophical debate and classic literature.

reference_spacy_tokens: This permanent antipathy coexisted in his mind with a rare mastery of philosophical debate and classic literature .


fn_spacy_tokens_for_baseline: Then , on 2 November , a sudden dash by the 1st and 2nd Canadian divisions finally secured the high ground on which stood the destroyed Passchendaele village .

source_bert_toks: then , on 2 november , a sudden dash by the 1st and 2nd canadian divisions finally secured the high ground on which stood the destroyed pass ##chen ##dae ##le village .

reference_raw: Then, on November 2, the sudden rush of the First and Second Canadian divisions finally secured the high ground on which the ruined village of Passchendaele stood.

reference_spacy_tokens: Then , on November 2 , the sudden rush of the First and Second Canadian divisions finally secured the high ground on which the ruined village of Passchendaele stood .


fn_spacy_tokens_for_baseline: This kind of protection should be done without drawing attention so that people inside the location would feel at ease .

source_bert_toks: this kind of protection should be done without drawing attention so that people inside the location would feel at ease .

reference_raw: This type of security should be carried out without attracting attention in order to make people in this place feel comfortable.

reference_spacy_tokens: This type of security should be carried out without attracting attention in order to make people in this place feel comfortable .


fn_spacy_tokens_for_baseline: I am the ' concerned parent ' who initiated the survey of modes of travel to Currie High School which you filled in last year .

source_bert_toks: i am the ' concerned parent ' who initiated the survey of modes of travel to currie high school which you filled in last year .

reference_raw: I'm the "concerned parent" who started a survey of the modes of travel to Currie High School that you filled out last year.

reference_spacy_tokens: I 'm the " concerned parent " who started a survey of the modes of travel to Currie High School that you filled out last year .


fn_spacy_tokens_for_baseline: Within the cloister , in the north gallery , is a striking fresco of the Triumph of Death ( 1360 ) showing how a humble person and an aristocrat face the same destiny .

source_bert_toks: within the cl ##ois ##ter , in the north gallery , is a striking fresco of the triumph of death ( 136 ##0 ) showing how a humble person and an ari ##sto ##crat face the same destiny .

reference_raw: Inside the cloister, in the north gallery, is a striking fresco of the Triumph of Death (1360), demonstrating how a modest man and nobleman face the same fate.

reference_spacy_tokens: Inside the cloister , in the north gallery , is a striking fresco of the Triumph of Death ( 1360 ) , demonstrating how a modest man and nobleman face the same fate .


fn_spacy_tokens_for_baseline: He returned to Germany with his unit to find his wife had run off with another man .

source_bert_toks: he returned to germany with his unit to find his wife had run off with another man .

reference_raw: He went back to Germany with his unit to find that the woman had run off with another man.

reference_spacy_tokens: He went back to Germany with his unit to find that the woman had run off with another man .


fn_spacy_tokens_for_baseline: Saturday my study group ( go ahead , laugh ) met to discuss Doug Henwood 's new book Wall Street ( I missed this session because I had n't read the book ) and at lunchtime they went to a demonstration in Union Square , that was supposed to be of Latino sweatshop workers , and came away reeling : maybe fifteen people , mostly ancient sectarians and a few young ones , all full of the old rhetoric ( a moment of silence followed by a " moment of rage " with raised fists but some people did n't know how to do it , memories of the black athletes ' stand at the Mexico City Olympics having faded ) .

source_bert_toks: saturday my study group ( go ahead , laugh ) met to discuss doug hen ##wood ' s new book wall street ( i missed this session because i hadn ' t read the book ) and at lunch ##time they went to a demonstration in union square , that was supposed to be of latino sweat ##sho ##p workers , and came away reeling : maybe fifteen people , mostly ancient sect ##arians and a few young ones , all full of the old rhetoric ( a moment of silence followed by a " moment of rage " with raised fists but some people didn ' t know how to do it , memories of the black athletes ' stand at the mexico city olympics having faded ) .

reference_raw: On Saturday, my study group (go ahead, laugh) came together to discuss Doug Henwood's new Wall Street book (I missed the session because I didn't read the book) and at lunch they went to the Union Square demonstration, which was supposed to be from Latin sweatshop workers, and went out of business: maybe fifteen people, mostly old sectarians and a couple of young people, all filled with old rhetoric (a moment of silence followed. "A moment of anger" with raised fists, but some people didn't know how to do it, and the memory of the black athletes standing at the Mexican City Olympics was gone."

reference_spacy_tokens: On Saturday , my study group ( go ahead , laugh ) came together to discuss Doug Henwood 's new Wall Street book ( I missed the session because I did n't read the book ) and at lunch they went to the Union Square demonstration , which was supposed to be from Latin sweatshop workers , and went out of business : maybe fifteen people , mostly old sectarians and a couple of young people , all filled with old rhetoric ( a moment of silence followed . " A moment of anger " with raised fists , but some people did n't know how to do it , and the memory of the black athletes standing at the Mexican City Olympics was gone . "


fn_spacy_tokens_for_baseline: He was the ideal caricature used by brainless , anti - semitic writers of fiction who were conceived in sewers .

source_bert_toks: he was the ideal car ##ica ##ture used by brain ##less , anti - semitic writers of fiction who were conceived in sewer ##s .

reference_raw: It was an ideal caricature used by mindless, anti-semitic fiction writers conceived in the sewers.

reference_spacy_tokens: It was an ideal caricature used by mindless , anti - semitic fiction writers conceived in the sewers .


fn_spacy_tokens_for_baseline: Of the many directives gummed to the glass partition , one took the trouble to thank me for not smoking .

source_bert_toks: of the many directive ##s gum ##med to the glass partition , one took the trouble to thank me for not smoking .

reference_raw: Of the many directives chewed on the glass partition, one took the liberty of thanking me for not smoking.

reference_spacy_tokens: Of the many directives chewed on the glass partition , one took the liberty of thanking me for not smoking .


fn_spacy_tokens_for_baseline: Given these relatively small amounts of out - of - hours worked we wondered why duty was seen as so stressful ?

source_bert_toks: given these relatively small amounts of out - of - hours worked we wondered why duty was seen as so stress ##ful ?

reference_raw: Given the relatively small amount of out-of-hour work, we wondered why duty was considered so stressed?

reference_spacy_tokens: Given the relatively small amount of out - of - hour work , we wondered why duty was considered so stressed ?


fn_spacy_tokens_for_baseline: She sighed deeply and stared around in abject despair .

source_bert_toks: she sighed deeply and stared around in ab ##ject despair .

reference_raw: She sighed deeply and looked around desperately.

reference_spacy_tokens: She sighed deeply and looked around desperately .


fn_spacy_tokens_for_baseline: There were daily ( and nightly ) demonstrations involving thousands of protestors and large numbers of police .

source_bert_toks: there were daily ( and nightly ) demonstrations involving thousands of protest ##ors and large numbers of police .

reference_raw: There were day-to-day (and night) demonstrations involving thousands of protestors and a large number of police.

reference_spacy_tokens: There were day - to - day ( and night ) demonstrations involving thousands of protestors and a large number of police .


fn_spacy_tokens_for_baseline: McEnroe , with his widely - publicised marital problems , looked anything but happy to be here , refusing to answer questions and scowling at photographers .

source_bert_toks: mc ##en ##ro ##e , with his widely - public ##ised marital problems , looked anything but happy to be here , refusing to answer questions and scowl ##ing at photographers .

reference_raw: McEnroe looked anything but happy to be here, refusing to answer questions and frowning at the photographers.

reference_spacy_tokens: McEnroe looked anything but happy to be here , refusing to answer questions and frowning at the photographers .


fn_spacy_tokens_for_baseline: ' Small things like music , plants and magazines in the waiting rooms help to calm nerves .

source_bert_toks: ' small things like music , plants and magazines in the waiting rooms help to calm nerves .

reference_raw: Little things like music, plants, and magazines in the waiting rooms help to relax the nerves.

reference_spacy_tokens: Little things like music , plants , and magazines in the waiting rooms help to relax the nerves .


fn_spacy_tokens_for_baseline: Was that the scheme Mr Green had meant ?

source_bert_toks: was that the scheme mr green had meant ?

reference_raw: Was that the plan that Mister Green had in mind?

reference_spacy_tokens: Was that the plan that Mister Green had in mind ?


fn_spacy_tokens_for_baseline: Looking about him , he could see that tiny segments of woodwork from the floor he was waxing and polishing and from the doors he was stripping of paint , had been removed with delicate precision .

source_bert_toks: looking about him , he could see that tiny segments of wood ##work from the floor he was wax ##ing and polish ##ing and from the doors he was stripping of paint , had been removed with delicate precision .

reference_raw: He looked around and saw that the tiny pieces of woodwork on the floor, waxing and polishing, had been removed with delicate precision from the door.

reference_spacy_tokens: He looked around and saw that the tiny pieces of woodwork on the floor , waxing and polishing , had been removed with delicate precision from the door .


fn_spacy_tokens_for_baseline: If you 're not robbing , you 're selling what you 've robbed , or getting stoned out of your mind .

source_bert_toks: if you ' re not robb ##ing , you ' re selling what you ' ve robbed , or getting stone ##d out of your mind .

reference_raw: If you don't steal, you'll sell what you stole, or you'll get high in your head.

reference_spacy_tokens: If you do n't steal , you 'll sell what you stole , or you 'll get high in your head .


fn_spacy_tokens_for_baseline: McCrea 's smile was infectious .

source_bert_toks: mcc ##rea ' s smile was infectious .

reference_raw: McCrea's grin was contagious.

reference_spacy_tokens: McCrea 's grin was contagious .


fn_spacy_tokens_for_baseline: Thus she was always forced to eat her evening meals out of TV - dinner - trays in front of the dreaded box .

source_bert_toks: thus she was always forced to eat her evening meals out of tv - dinner - tray ##s in front of the dread ##ed box .

reference_raw: So she was always forced to have dinner from the TV trays in front of the dreaded box.

reference_spacy_tokens: So she was always forced to have dinner from the TV trays in front of the dreaded box .


fn_spacy_tokens_for_baseline: If you add frozen pastry to your stock you have patisserie .

source_bert_toks: if you add frozen pastry to your stock you have pat ##isse ##rie .

reference_raw: If you add frozen dough to the stock, you have a patisserie.

reference_spacy_tokens: If you add frozen dough to the stock , you have a patisserie .


fn_spacy_tokens_for_baseline: Only those with plenty of stamina can attempt an ' open day ' , however , since a twelve - hour stint of entertaining requires forethought and energy .

source_bert_toks: only those with plenty of st ##amina can attempt an ' open day ' , however , since a twelve - hour stint of entertaining requires fore ##th ##ough ##t and energy .

reference_raw: But only those with a lot of stamina can try "open day," because a twelve-hour burst of fun requires forethought and energy.

reference_spacy_tokens: But only those with a lot of stamina can try " open day , " because a twelve - hour burst of fun requires forethought and energy .


fn_spacy_tokens_for_baseline: He had then tried to continue his pilgrimage , but feeling very ill on the road , had dragged himself back to Satipur .

source_bert_toks: he had then tried to continue his pilgrimage , but feeling very ill on the road , had dragged himself back to sat ##ip ##ur .

reference_raw: Then he tried to continue his journey, but felt very sick on the road and dragged himself back to Satipur.

reference_spacy_tokens: Then he tried to continue his journey , but felt very sick on the road and dragged himself back to Satipur .


fn_spacy_tokens_for_baseline: I told him he did n't look a wicked person .

source_bert_toks: i told him he didn ' t look a wicked person .

reference_raw: I told him he didn't look bad.

reference_spacy_tokens: I told him he did n't look bad .


fn_spacy_tokens_for_baseline: At 5 a.m. ( 0900 GMT ) , it was about 1,450 miles ( 2,335 kilometers ) east of the Lesser Antilles , the Caribbean 's easternmost islands .

source_bert_toks: at 5 a . m . ( 09 ##00 gm ##t ) , it was about 1 , 450 miles ( 2 , 335 kilometers ) east of the lesser antilles , the caribbean ' s eastern ##most islands .

reference_raw: At five o'clock in the morning (0900 GMT), it was approximately 1,450 miles (2,335 km) east of the Lesser Antilles, the most eastern islands of the Caribbean.

reference_spacy_tokens: At five o'clock in the morning ( 0900 GMT ) , it was approximately 1,450 miles ( 2,335 km ) east of the Lesser Antilles , the most eastern islands of the Caribbean .


fn_spacy_tokens_for_baseline: Certainly the scheme you 've worked out is very cunning .

source_bert_toks: certainly the scheme you ' ve worked out is very cunning .

reference_raw: I'm sure the plan you've come up with is very clever.

reference_spacy_tokens: I 'm sure the plan you 've come up with is very clever .


fn_spacy_tokens_for_baseline: They do not receive the education of the middle class : hence their differences , the lack of esteem for the countryman , his vigorous desire to escape from the oppression of this contempt .

source_bert_toks: they do not receive the education of the middle class : hence their differences , the lack of esteem for the country ##man , his vigorous desire to escape from the oppression of this contempt .

reference_raw: They are not educated in the middle class: therefore their differences, their lack of respect for the countryman, their fierce desire to escape the oppression of that contempt.

reference_spacy_tokens: They are not educated in the middle class : therefore their differences , their lack of respect for the countryman , their fierce desire to escape the oppression of that contempt .


fn_spacy_tokens_for_baseline: Doherty had been sentenced to life imprisonment in 1981 for the murder of a British army captain during an ambush in Northern Ireland .

source_bert_toks: doherty had been sentenced to life imprisonment in 1981 for the murder of a british army captain during an ambush in northern ireland .

reference_raw: Doherty was convicted of life imprisonment in 1981 for the murder of a British military captain during an ambush in Northern Ireland.

reference_spacy_tokens: Doherty was convicted of life imprisonment in 1981 for the murder of a British military captain during an ambush in Northern Ireland .


fn_spacy_tokens_for_baseline: In a side street a vegetable seller , squatting in the shade of a wall , offered fresh produce .

source_bert_toks: in a side street a vegetable seller , squat ##ting in the shade of a wall , offered fresh produce .

reference_raw: A vegetable vendor, crouching in the shade of the wall, offered fresh products on a side street.

reference_spacy_tokens: A vegetable vendor , crouching in the shade of the wall , offered fresh products on a side street .


fn_spacy_tokens_for_baseline: Hard on his heels came the pursuit , and at the head of the pursuers was Richard .

source_bert_toks: hard on his heels came the pursuit , and at the head of the pursue ##rs was richard .

reference_raw: The chase was hard on his heels, and Richard was at the head of the pursuers.

reference_spacy_tokens: The chase was hard on his heels , and Richard was at the head of the pursuers .


fn_spacy_tokens_for_baseline: At the first whistle the archers shoot two arrows and , when all have shot , the whistle blows and they go to check their scores and await the whistle to shoot back the other way .

source_bert_toks: at the first whistle the archers shoot two arrows and , when all have shot , the whistle blows and they go to check their scores and await the whistle to shoot back the other way .

reference_raw: The archers fire two arrows at the first whistle, and when they all fire, the whistle blows, and they go to check their scores and wait for the whistle to fire in the other direction.

reference_spacy_tokens: The archers fire two arrows at the first whistle , and when they all fire , the whistle blows , and they go to check their scores and wait for the whistle to fire in the other direction .


fn_spacy_tokens_for_baseline: According to an unclassified report to Congress by the DCI from early 2000 , " Russian entities remain a significant source of biotechnology and chemicals for Iran . "

source_bert_toks: according to an un ##class ##ified report to congress by the dc ##i from early 2000 , " russian entities remain a significant source of biotechnology and chemicals for iran . "

reference_raw: According to an unclassified report from the DCI to Congress since the beginning of 2000, Russian entities continue to be an important source of biotech and chemicals for Iran.

reference_spacy_tokens: According to an unclassified report from the DCI to Congress since the beginning of 2000 , Russian entities continue to be an important source of biotech and chemicals for Iran .


fn_spacy_tokens_for_baseline: So it is with the resurrection of the dead .

source_bert_toks: so it is with the resurrection of the dead .

reference_raw: So it's about resurrecting the dead.

reference_spacy_tokens: So it 's about resurrecting the dead .


fn_spacy_tokens_for_baseline: He became abusive and violent and there was a struggle and the injured officer 's colleague managed to arrest him .

source_bert_toks: he became abusive and violent and there was a struggle and the injured officer ' s colleague managed to arrest him .

reference_raw: He became violent and violent, and there was a fight, and a colleague of the wounded officer managed to arrest him.

reference_spacy_tokens: He became violent and violent , and there was a fight , and a colleague of the wounded officer managed to arrest him .


fn_spacy_tokens_for_baseline: However , there was also a steep fall in sterling in the latter months of 1992 , which caused the sterling expression of our predominantly US dollar debt to rise by £ 2.0 billion .

source_bert_toks: however , there was also a steep fall in sterling in the latter months of 1992 , which caused the sterling expression of our predominantly us dollar debt to rise by £2 . 0 billion .

reference_raw: However, in the last months of 1992 there was also a sharp drop in sterling, causing the sterling expression of our predominantly US dollar debt to rise by £2.0 billion.

reference_spacy_tokens: However , in the last months of 1992 there was also a sharp drop in sterling , causing the sterling expression of our predominantly US dollar debt to rise by £ 2.0 billion .


fn_spacy_tokens_for_baseline: Kenneth is meeting me , to drive me to the Cromwell Hospital .

source_bert_toks: kenneth is meeting me , to drive me to the cromwell hospital .

reference_raw: Kenneth is meeting me to take me to the hospital in Cromwell.

reference_spacy_tokens: Kenneth is meeting me to take me to the hospital in Cromwell .


fn_spacy_tokens_for_baseline: Darren Clarke 's dreams of a place in Ireland 's side for the Alfred Dunhill Cup were dashed when a recurring tendinitis problem forced his withdrawal from the Volvo German Open .

source_bert_toks: darren clarke ' s dreams of a place in ireland ' s side for the alfred dun ##hill cup were dashed when a recurring tend ##ini ##tis problem forced his withdrawal from the volvo german open .

reference_raw: Darren Clarke's dream of a place on the Irish side of the Alfred Dunhill Cup was dashed when the recurring tendinitis problem forced him to withdraw from the Volvo German Open.

reference_spacy_tokens: Darren Clarke 's dream of a place on the Irish side of the Alfred Dunhill Cup was dashed when the recurring tendinitis problem forced him to withdraw from the Volvo German Open .


fn_spacy_tokens_for_baseline: The security team should : A : Publish a periodic bulletin and distribute to all residents , advising them how to safely store gaz and logs B : Keep the firefighters alert at all times C : Report any thing that might be a fire hazard D : Warn against the safety of children 's toys E : Urge everyone to take precautions and guard their homes tightly

source_bert_toks: the security team should : a : publish a periodic bulletin and distribute to all residents , advising them how to safely store ga ##z and logs b : keep the firefighters alert at all times c : report any thing that might be a fire hazard d : warn against the safety of children ' s toys e : urge everyone to take precautions and guard their homes tightly

reference_raw: The security team should: A: publish a regular bulletin and distribute it to all residents, advise them on the safe storage of gaz and logs B: Keep firefighters at all times C: report anything that could be a fire hazard D: Warn against the safety of children's toys E: Urge everyone to take precautions and guard their homes carefully.

reference_spacy_tokens: The security team should : A : publish a regular bulletin and distribute it to all residents , advise them on the safe storage of gaz and logs B : Keep firefighters at all times C : report anything that could be a fire hazard D : Warn against the safety of children 's toys E : Urge everyone to take precautions and guard their homes carefully .


fn_spacy_tokens_for_baseline: And with an involuntary movement I raised my eyes to the sky -- where God was -- beseeching Him , wanting Him to see my fear and my contrition .

source_bert_toks: and with an involuntary movement i raised my eyes to the sky - - where god was - - be ##see ##ching him , wanting him to see my fear and my con ##tri ##tion .

reference_raw: And with an involuntary movement, I raised my eyes to the heavens - where God was - beseeching him, wanting him to see my fear and my regrets.

reference_spacy_tokens: And with an involuntary movement , I raised my eyes to the heavens - where God was - beseeching him , wanting him to see my fear and my regrets .


fn_spacy_tokens_for_baseline: The rock - climber is powerless to inspire respect .

source_bert_toks: the rock - climb ##er is powerless to inspire respect .

reference_raw: A rock climber can't inspire respect.

reference_spacy_tokens: A rock climber ca n't inspire respect .


fn_spacy_tokens_for_baseline: In Philip Cohen 's research ( 1989b ) white working - class youths in south London expressed more or less sympathetic views on blacks depending on the context and topic of conversation .

source_bert_toks: in philip cohen ' s research ( 1989 ##b ) white working - class youths in south london expressed more or less sympathetic views on blacks depending on the context and topic of conversation .

reference_raw: In Philip Cohen's research (1989b) the white working class young people in South London expressed a more or less compassionate view of the black people, depending on the context and the subject of the conversation.

reference_spacy_tokens: In Philip Cohen 's research ( 1989b ) the white working class young people in South London expressed a more or less compassionate view of the black people , depending on the context and the subject of the conversation .


fn_spacy_tokens_for_baseline: This behavior and not the edict itself forced them to be deceptive .

source_bert_toks: this behavior and not the edict itself forced them to be dec ##eptive .

reference_raw: This behaviour, not the edict itself, made them deceitful.

reference_spacy_tokens: This behaviour , not the edict itself , made them deceitful .


fn_spacy_tokens_for_baseline: Some people may sprint when they run , but I have seen people running for the bus who could not be described as sprinting .

source_bert_toks: some people may sprint when they run , but i have seen people running for the bus who could not be described as sprint ##ing .

reference_raw: Some people can run when they're running, but I've seen people running for a bus that can't be described as running.

reference_spacy_tokens: Some people can run when they 're running , but I 've seen people running for a bus that ca n't be described as running .


fn_spacy_tokens_for_baseline: ' But the responsibility is yours , ' the Doctor trumpeted .

source_bert_toks: ' but the responsibility is yours , ' the doctor trumpet ##ed .

reference_raw: 'But it's your responsibility,' said the Doctor.

reference_spacy_tokens: ' But it 's your responsibility , ' said the Doctor .


fn_spacy_tokens_for_baseline: In the postwar euphoria big crowds flocked regularly to the Oval to see the attacking cricket on which Surridge insisted .

source_bert_toks: in the postwar eu ##ph ##oria big crowds flock ##ed regularly to the oval to see the attacking cricket on which sur ##ridge insisted .

reference_raw: In the postwar euphoria, large crowds swarmed regularly to the Oval to see the attacking cricket Surridge had insisted on.

reference_spacy_tokens: In the postwar euphoria , large crowds swarmed regularly to the Oval to see the attacking cricket Surridge had insisted on .


fn_spacy_tokens_for_baseline: And the government should redirect its spending to infrastructure .

source_bert_toks: and the government should red ##ire ##ct its spending to infrastructure .

reference_raw: And the government should reorient its expenditures to the infrastructure.

reference_spacy_tokens: And the government should reorient its expenditures to the infrastructure .


fn_spacy_tokens_for_baseline: The worrying thing is my signature , which is extremely hard to counterfeit .

source_bert_toks: the worrying thing is my signature , which is extremely hard to counter ##feit .

reference_raw: What's troubling is my signature, which is extremely difficult to forge.

reference_spacy_tokens: What 's troubling is my signature , which is extremely difficult to forge .


fn_spacy_tokens_for_baseline: Democratic changes are slow and impeded by agreements forged with the former military government .

source_bert_toks: democratic changes are slow and imp ##eded by agreements forged with the former military government .

reference_raw: Democratic change is slow and hampered by agreements forged with the former military government.

reference_spacy_tokens: Democratic change is slow and hampered by agreements forged with the former military government .


fn_spacy_tokens_for_baseline: Advertisers said they were delighted to see many of their proposals reflected in the Government 's approach .

source_bert_toks: ad ##vert ##iser ##s said they were delighted to see many of their proposals reflected in the government ' s approach .

reference_raw: The advertisers said they were pleased to see many of their proposals reflected in the government's approach.

reference_spacy_tokens: The advertisers said they were pleased to see many of their proposals reflected in the government 's approach .


fn_spacy_tokens_for_baseline: A new press and publications law was drafted to protect journalists and encourage new publications in both Yemens ; on Jan. 8 both Yemeni news agencies issued a joint bulletin on this subject .

source_bert_toks: a new press and publications law was drafted to protect journalists and encourage new publications in both yemen ##s ; on jan . 8 both yemen ##i news agencies issued a joint bulletin on this subject .

reference_raw: In order to protect journalists and promote new publications in both Yemens, a new law on press and publications has been drafted; on January 8, the two Yemeni news agencies have issued a joint press release on this subject.

reference_spacy_tokens: In order to protect journalists and promote new publications in both Yemens , a new law on press and publications has been drafted ; on January 8 , the two Yemeni news agencies have issued a joint press release on this subject .


fn_spacy_tokens_for_baseline: TORY Euro rebels are hatching a secret plot to oust Premier John Major .

source_bert_toks: tory euro rebels are hatch ##ing a secret plot to ou ##st premier john major .

reference_raw: TORY Euro rebels are hatching a covert conspiracy to expel Prime Minister John Major.

reference_spacy_tokens: TORY Euro rebels are hatching a covert conspiracy to expel Prime Minister John Major .


fn_spacy_tokens_for_baseline: The offer caused mass protests and eventually the firm pulled out , but now it has put in another bid , believed to be £ 5 m .

source_bert_toks: the offer caused mass protests and eventually the firm pulled out , but now it has put in another bid , believed to be £5 ##m .

reference_raw: The offer caused mass protests, and eventually the company withdrew, but now it put in another bid, which was believed to be five million pounds.

reference_spacy_tokens: The offer caused mass protests , and eventually the company withdrew , but now it put in another bid , which was believed to be five million pounds .


fn_spacy_tokens_for_baseline: You can use your Hong Kong dollars here , so there 's no need to change currency .

source_bert_toks: you can use your hong kong dollars here , so there ' s no need to change currency .

reference_raw: You can use your Hong Kong dollars here, so you don't have to switch currency.

reference_spacy_tokens: You can use your Hong Kong dollars here , so you do n't have to switch currency .


fn_spacy_tokens_for_baseline: Place the mushrooms in a bowl and cover with the boiling water then leave to soak for at least 20min .

source_bert_toks: place the mushrooms in a bowl and cover with the boiling water then leave to so ##ak for at least 20 ##min .

reference_raw: Place the sponges in a bowl and cover them with boiling water, then allow them to wet for at least 20 minutes.

reference_spacy_tokens: Place the sponges in a bowl and cover them with boiling water , then allow them to wet for at least 20 minutes .


fn_spacy_tokens_for_baseline: Overshadowed by Grigorovich , Kokonin nonetheless apparently eclipsed him in power in recent months .

source_bert_toks: overshadowed by gr ##igo ##rov ##ich , ko ##kon ##in nonetheless apparently eclipse ##d him in power in recent months .

reference_raw: Overshadowed by Grigorovich, Kokonin, however, seemed to have overpowered him in the last few months.

reference_spacy_tokens: Overshadowed by Grigorovich , Kokonin , however , seemed to have overpowered him in the last few months .


fn_spacy_tokens_for_baseline: ' You and I might as well be getting back to Zimmerman 's , Richter , ' said Moreau as they shuffled out into the street .

source_bert_toks: ' you and i might as well be getting back to zimmerman ' s , richter , ' said more ##au as they shuffled out into the street .

reference_raw: 'We can go back to Zimmerman, Richter,' said Moreau, as they moved out into the street.

reference_spacy_tokens: ' We can go back to Zimmerman , Richter , ' said Moreau , as they moved out into the street .


fn_spacy_tokens_for_baseline: He finally flew home to South Africa and put down the money on his cluster house .

source_bert_toks: he finally flew home to south africa and put down the money on his cluster house .

reference_raw: Finally, he went home to South Africa and deposited his money on his cluster house.

reference_spacy_tokens: Finally , he went home to South Africa and deposited his money on his cluster house .


fn_spacy_tokens_for_baseline: Bring to the boil and allow to simmer until cooked , then add the creme de cassis to taste .

source_bert_toks: bring to the boil and allow to sim ##mer until cooked , then add the cr ##eme de cass ##is to taste .

reference_raw: Bring it to the boil and allow it to burn until it has been cooked, then add the creme de cassis to taste.

reference_spacy_tokens: Bring it to the boil and allow it to burn until it has been cooked , then add the creme de cassis to taste .


fn_spacy_tokens_for_baseline: The most difficult moments of our collaboration involved getting through his very special resistances and hesitations in taking a picture .

source_bert_toks: the most difficult moments of our collaboration involved getting through his very special resistance ##s and hesitation ##s in taking a picture .

reference_raw: The most difficult moments of our cooperation were to overcome his very special reluctances and reluctance to take a picture.

reference_spacy_tokens: The most difficult moments of our cooperation were to overcome his very special reluctances and reluctance to take a picture .


fn_spacy_tokens_for_baseline: I was glad to meet Alan Savory , the opposition spokesman -- a young , cool customer , dark and striking .

source_bert_toks: i was glad to meet alan sa ##vor ##y , the opposition spokesman - - a young , cool customer , dark and striking .

reference_raw: I was happy to meet Alan Savory, the opposition spokesman, a young, cold customer, dark and striking.

reference_spacy_tokens: I was happy to meet Alan Savory , the opposition spokesman , a young , cold customer , dark and striking .


fn_spacy_tokens_for_baseline: Support on all dates will be provided by DJ Lewis and a host of other guests , yet to be announced .

source_bert_toks: support on all dates will be provided by dj lewis and a host of other guests , yet to be announced .

reference_raw: All dates will be supported by DJ Lewis and several other guests, which have not yet been announced.

reference_spacy_tokens: All dates will be supported by DJ Lewis and several other guests , which have not yet been announced .


fn_spacy_tokens_for_baseline: She was fighting with herself about whether to draw nearer to him , despite the danger of that , and see if he was all right , when he spoke again .

source_bert_toks: she was fighting with herself about whether to draw nearer to him , despite the danger of that , and see if he was all right , when he spoke again .

reference_raw: She struggled to get close to him, in spite of the danger, to see if he was all right, when he spoke again.

reference_spacy_tokens: She struggled to get close to him , in spite of the danger , to see if he was all right , when he spoke again .


fn_spacy_tokens_for_baseline: The government 's emphasis on cash crop production was criticized on the grounds that it favoured wealthy exporters rather than small farmers and had hindered industrial development .

source_bert_toks: the government ' s emphasis on cash crop production was criticized on the grounds that it favoured wealthy export ##ers rather than small farmers and had hind ##ered industrial development .

reference_raw: The government's emphasis on cash crop production has been criticized because it favours rich exporters rather than small farmers and hampers industrial development.

reference_spacy_tokens: The government 's emphasis on cash crop production has been criticized because it favours rich exporters rather than small farmers and hampers industrial development .


fn_spacy_tokens_for_baseline: If the purchaser does so , then he has no quarrel with his seller .

source_bert_toks: if the purchase ##r does so , then he has no quarrel with his seller .

reference_raw: If the buyer does so, he won't argue with his vendor.

reference_spacy_tokens: If the buyer does so , he wo n't argue with his vendor .


fn_spacy_tokens_for_baseline: He writes his cards and clinks the ice in his glass .

source_bert_toks: he writes his cards and cl ##ink ##s the ice in his glass .

reference_raw: She writes her cards and clicks the ice in her glass.

reference_spacy_tokens: She writes her cards and clicks the ice in her glass .


fn_spacy_tokens_for_baseline: ' Look , I 'm really truly sorry , Iris , but this is important . '

source_bert_toks: ' look , i ' m really truly sorry , iris , but this is important . '

reference_raw: "Look, I'm really, really sad about this, Iris, but it's important."

reference_spacy_tokens: " Look , I 'm really , really sad about this , Iris , but it 's important . "


fn_spacy_tokens_for_baseline: The German government announces that it will not permit Siemens / KWU to complete Iran 's Bushehr reactors , and that Empresarios Agrupados of Spain , a Siemens licensee , will also be prohibited from completing the reactors .

source_bert_toks: the german government announces that it will not permit siemens / kw ##u to complete iran ' s bush ##eh ##r reactors , and that em ##pres ##ario ##s ag ##rup ##ados of spain , a siemens license ##e , will also be prohibited from completing the reactors .

reference_raw: The German Government has announced that it will not allow Siemens/KWU to complete Iran's Bushehr reactors and that the Spanish Empresarios Agrupados, the licensee of Siemens, will also be forbidden to complete the reactors.

reference_spacy_tokens: The German Government has announced that it will not allow Siemens / KWU to complete Iran 's Bushehr reactors and that the Spanish Empresarios Agrupados , the licensee of Siemens , will also be forbidden to complete the reactors .


fn_spacy_tokens_for_baseline: This is most appropriate for research situations where the teachers themselves are strongly motivated and committed to the research .

source_bert_toks: this is most appropriate for research situations where the teachers themselves are strongly motivated and committed to the research .

reference_raw: This is best suited to research situations where teachers themselves are strongly motivated and committed to research.

reference_spacy_tokens: This is best suited to research situations where teachers themselves are strongly motivated and committed to research .


fn_spacy_tokens_for_baseline: Doyle twitched and flexed his fingers , trying to communicate to Bodie in the only way possible .

source_bert_toks: doyle twitched and flexed his fingers , trying to communicate to bo ##die in the only way possible .

reference_raw: Doyle jerked and twisted his fingers, trying to communicate with Bodie as best he could.

reference_spacy_tokens: Doyle jerked and twisted his fingers , trying to communicate with Bodie as best he could .


fn_spacy_tokens_for_baseline: One took the form of an ' open ' letter to the NPC telling the representatives about their hopes for reform but their disappointment with the results .

source_bert_toks: one took the form of an ' open ' letter to the np ##c telling the representatives about their hopes for reform but their disappointment with the results .

reference_raw: One took the form of a "open" letter to the NPC informing representatives of their hopes for reform, but of their frustration with the results.

reference_spacy_tokens: One took the form of a " open " letter to the NPC informing representatives of their hopes for reform , but of their frustration with the results .


fn_spacy_tokens_for_baseline: He climbed up the steps , pipe in mouth , grunted out a few words as he entered the attic and blew the lamp out , plunging them all into total darkness .

source_bert_toks: he climbed up the steps , pipe in mouth , grunted out a few words as he entered the attic and blew the lamp out , plunging them all into total darkness .

reference_raw: He climbed the stairs with his pipe in his mouth and muttered a few words as he stepped into the attic and blew out the lamp, knocking them all into total darkness.

reference_spacy_tokens: He climbed the stairs with his pipe in his mouth and muttered a few words as he stepped into the attic and blew out the lamp , knocking them all into total darkness .


fn_spacy_tokens_for_baseline: Atomic bombs need between 2 and 10 kilograms of plutonium 239 .

source_bert_toks: atomic bombs need between 2 and 10 kilograms of pluto ##nium 239 .

reference_raw: The atomic bombs need between 2 and 10 kilos of plutonium 239.

reference_spacy_tokens: The atomic bombs need between 2 and 10 kilos of plutonium 239 .


fn_spacy_tokens_for_baseline: Lamb , who was short and had wavy , blonde hair , wore a tracksuit and plimsolls .

source_bert_toks: lamb , who was short and had wavy , blonde hair , wore a tracks ##uit and pl ##im ##sol ##ls .

reference_raw: Lamb, who was short and with woolly blond hair, was wearing a tracksuit and plimsolls.

reference_spacy_tokens: Lamb , who was short and with woolly blond hair , was wearing a tracksuit and plimsolls .


fn_spacy_tokens_for_baseline: Among the many tours available , the Ghost Walk of York will take you on a quite literally ' haunting ' tour , while a river tour along the Ouse takes you right through the city centre .

source_bert_toks: among the many tours available , the ghost walk of york will take you on a quite literally ' haunting ' tour , while a river tour along the ou ##se takes you right through the city centre .

reference_raw: Among the many trips available, the Ghost Walk of York will take you on quite literally a "haunting" trip, and the river trip along the Ouse will take you right through the center of the city.

reference_spacy_tokens: Among the many trips available , the Ghost Walk of York will take you on quite literally a " haunting " trip , and the river trip along the Ouse will take you right through the center of the city .


fn_spacy_tokens_for_baseline: Since 1970 a number of FDP members , critical of domestic and foreign policy , had defected from the government coalition to the CDU .

source_bert_toks: since 1970 a number of f ##dp members , critical of domestic and foreign policy , had defected from the government coalition to the cd ##u .

reference_raw: Since 1970, several FDP members, critical of domestic and foreign policy, have fled from the government coalition to the CDU.

reference_spacy_tokens: Since 1970 , several FDP members , critical of domestic and foreign policy , have fled from the government coalition to the CDU .


fn_spacy_tokens_for_baseline: It 's a form of liberal scapegoating no less wrongheaded that ' reasoning ' ( engaged in by some members of the Press ) which converts every black boy into a mugger .

source_bert_toks: it ' s a form of liberal sc ##ape ##go ##ating no less wrong ##head ##ed that ' reasoning ' ( engaged in by some members of the press ) which converts every black boy into a mug ##ger .

reference_raw: It's a form of liberal scapegoating no less misguided than "reasoning" (involved by some members of the press) that converts all black boys into thieves.

reference_spacy_tokens: It 's a form of liberal scapegoating no less misguided than " reasoning " ( involved by some members of the press ) that converts all black boys into thieves .


fn_spacy_tokens_for_baseline: But the upheaval of the night proved too much for emotions which see - sawed from anger to white - hot response with mortifying speed .

source_bert_toks: but the up ##hea ##val of the night proved too much for emotions which see - saw ##ed from anger to white - hot response with mort ##ifying speed .

reference_raw: But the upheaval of the night proved to be too much for the emotions that could see-saw from anger to a white-hot reaction with a humiliating speed.

reference_spacy_tokens: But the upheaval of the night proved to be too much for the emotions that could see - saw from anger to a white - hot reaction with a humiliating speed .


fn_spacy_tokens_for_baseline: It cheered Charles , to hear her angry on his behalf .

source_bert_toks: it cheered charles , to hear her angry on his behalf .

reference_raw: Charles was pleased to hear her angry for him.

reference_spacy_tokens: Charles was pleased to hear her angry for him .


fn_spacy_tokens_for_baseline: Advisers for an investor should consider introducing a ' forced sale ' clause .

source_bert_toks: advisers for an investor should consider introducing a ' forced sale ' clause .

reference_raw: Investor advisors should think about introducing a'forced sales' clause.

reference_spacy_tokens: Investor advisors should think about introducing a'forced sales ' clause .


fn_spacy_tokens_for_baseline: He added : " We were planning the next evacuation when the shelling began . we were flat on the ground on the landing zone when the last shell impacted about 20 yards from us , injuring two Canadian UN soldiers . "

source_bert_toks: he added : " we were planning the next evacuation when the shell ##ing began . we were flat on the ground on the landing zone when the last shell impacted about 20 yards from us , injuring two canadian un soldiers . "

reference_raw: He added, "We were planning another evacuation when the bombing started, and we were flat on the ground in the landing zone when the last shell hit about twenty yards from us and injured two Canadian U.N. troops."

reference_spacy_tokens: He added , " We were planning another evacuation when the bombing started , and we were flat on the ground in the landing zone when the last shell hit about twenty yards from us and injured two Canadian U.N. troops . "


fn_spacy_tokens_for_baseline: They shouted and roared as those whom they saw as traitors sped by .

source_bert_toks: they shouted and roared as those whom they saw as traitor ##s sped by .

reference_raw: They screamed and screamed as those they saw as traitors sped past.

reference_spacy_tokens: They screamed and screamed as those they saw as traitors sped past .


fn_spacy_tokens_for_baseline: Winterthur is Switzerland 's sixth largest town , but none surpasses it in artistic richness .

source_bert_toks: winter ##th ##ur is switzerland ' s sixth largest town , but none sur ##pass ##es it in artistic rich ##ness .

reference_raw: Winterthur is the sixth largest city in Switzerland, but no one outperforms it with artistic wealth.

reference_spacy_tokens: Winterthur is the sixth largest city in Switzerland , but no one outperforms it with artistic wealth .


fn_spacy_tokens_for_baseline: Anne watched her for a few moments in stunned silence , trying to decide if she meant what she had said .

source_bert_toks: anne watched her for a few moments in stunned silence , trying to decide if she meant what she had said .

reference_raw: Anna watched her for a moment in shocked silence, trying to decide if she meant what she said.

reference_spacy_tokens: Anna watched her for a moment in shocked silence , trying to decide if she meant what she said .


fn_spacy_tokens_for_baseline: The cold wind blew his cropped white hair and made him shiver violently , but he resisted Tallis 's attempt to tug the cloak around his shoulders , instead pushing the feather into her hand .

source_bert_toks: the cold wind blew his crop ##ped white hair and made him shiver violently , but he resisted tall ##is ' s attempt to tug the cloak around his shoulders , instead pushing the feather into her hand .

reference_raw: The cold wind blew his crooked white hair and made him shiver violently, but he resisted Tallis's attempt to pull his cloak around his shoulders and thrust the feather into her hand instead.

reference_spacy_tokens: The cold wind blew his crooked white hair and made him shiver violently , but he resisted Tallis 's attempt to pull his cloak around his shoulders and thrust the feather into her hand instead .


fn_spacy_tokens_for_baseline: His volume of business was such that he had his own warehouse , built during the 1830s , in Gloucester docks .

source_bert_toks: his volume of business was such that he had his own warehouse , built during the 1830s , in gloucester docks .

reference_raw: His business volume was such that he had his own storeroom, built in the 1830s, in the docks of Gloucester.

reference_spacy_tokens: His business volume was such that he had his own storeroom , built in the 1830s , in the docks of Gloucester .


fn_spacy_tokens_for_baseline: It follows last April 's evacuation of Kirkby swimming pool after scores of schoolchildren were overcome by noxious fumes .

source_bert_toks: it follows last april ' s evacuation of kirk ##by swimming pool after scores of school ##child ##ren were overcome by no ##xious fu ##mes .

reference_raw: It follows from the evacuation of Kirkby's swimming pool last April, after dozens of schoolchildren were overcome by poisonous smoke.

reference_spacy_tokens: It follows from the evacuation of Kirkby 's swimming pool last April , after dozens of schoolchildren were overcome by poisonous smoke .


fn_spacy_tokens_for_baseline: Giant trunks of trees reared on either side , their roots exposed because of the steepness of the slope .

source_bert_toks: giant trunks of trees reared on either side , their roots exposed because of the steep ##ness of the slope .

reference_raw: There were huge tree trunks on either side, their roots exposed by the steepness of the slope.

reference_spacy_tokens: There were huge tree trunks on either side , their roots exposed by the steepness of the slope .


fn_spacy_tokens_for_baseline: Trying to interrogate officers of the Grand Army would have been asking for trouble .

source_bert_toks: trying to inter ##rogate officers of the grand army would have been asking for trouble .

reference_raw: Trying to question the officers of the Grand Army would be asking for trouble.

reference_spacy_tokens: Trying to question the officers of the Grand Army would be asking for trouble .


fn_spacy_tokens_for_baseline: The reception doors banged open again .

source_bert_toks: the reception doors banged open again .

reference_raw: The front door slammed open again.

reference_spacy_tokens: The front door slammed open again .


fn_spacy_tokens_for_baseline: Most small aeroplanes have an average airspeed of about 90 mph , and can fly much more slowly if necessary to apply rallying techniques to aerial navigation ( i.e. when the viz gets a bit iffy . )

source_bert_toks: most small aero ##planes have an average airs ##peed of about 90 mph , and can fly much more slowly if necessary to apply rally ##ing techniques to aerial navigation ( i . e . when the viz gets a bit if ##fy . )

reference_raw: Most small aircraft have an average air speed of approximately 90 mph and may fly much slower if necessary for the application of rallying techniques to aerial navigation (i.e. if the viz is slightly iffy).

reference_spacy_tokens: Most small aircraft have an average air speed of approximately 90 mph and may fly much slower if necessary for the application of rallying techniques to aerial navigation ( i.e. if the viz is slightly iffy ) .


fn_spacy_tokens_for_baseline: Buses trundle up and down the valley easing the walk - in , and Elbrus even has cable - car access to the snowline and a mountain refuge , Priut , an hour or so above it .

source_bert_toks: buses tr ##und ##le up and down the valley easing the walk - in , and el ##br ##us even has cable - car access to the snow ##line and a mountain refuge , pri ##ut , an hour or so above it .

reference_raw: The buses flow up and down the valley that eases the entrance, and Elbrus even has cable-car access to the snowline and the mountain shelter, Priut, about an hour above it.

reference_spacy_tokens: The buses flow up and down the valley that eases the entrance , and Elbrus even has cable - car access to the snowline and the mountain shelter , Priut , about an hour above it .


fn_spacy_tokens_for_baseline: Honestly , I 'm really happy for you !

source_bert_toks: honestly , i ' m really happy for you !

reference_raw: To tell you the truth, I'm glad for you!

reference_spacy_tokens: To tell you the truth , I 'm glad for you !


fn_spacy_tokens_for_baseline: Those unions are also responsible for funding and implementing the decisions of that conference .

source_bert_toks: those unions are also responsible for funding and implementing the decisions of that conference .

reference_raw: These unions shall also be responsible for the financing and implementation of the decisions of the Conference.

reference_spacy_tokens: These unions shall also be responsible for the financing and implementation of the decisions of the Conference .


fn_spacy_tokens_for_baseline: Stephanie had hopes that the familial Christmas dinner might in some way restore something of the frail threadwork of decency and courteous behaviour broken by the earlier violence of her father and brother .

source_bert_toks: stephanie had hopes that the fa ##mi ##lia ##l christmas dinner might in some way restore something of the frail thread ##work of dec ##ency and court ##eous behaviour broken by the earlier violence of her father and brother .

reference_raw: Stephanie hoped that the family Christmas dinner would somehow restore some of the frail threads of decency and polite behavior that had been interrupted by the previous violence of her father and brother.

reference_spacy_tokens: Stephanie hoped that the family Christmas dinner would somehow restore some of the frail threads of decency and polite behavior that had been interrupted by the previous violence of her father and brother .


fn_spacy_tokens_for_baseline: Or mow brown Stubble in the early Morn

source_bert_toks: or mo ##w brown stubble in the early mor ##n

reference_raw: Or mow brown stubble in the dawn

reference_spacy_tokens: Or mow brown stubble in the dawn


fn_spacy_tokens_for_baseline: Frank sat down again and launched into a tale of how he had outwitted the guards at every turn and been the mainstay of the prisoners .

source_bert_toks: frank sat down again and launched into a tale of how he had out ##wi ##tted the guards at every turn and been the main ##sta ##y of the prisoners .

reference_raw: Frank sat down again and began to tell the story of how he had outwitted the guards at every turn and been the prisoner's mainstay.

reference_spacy_tokens: Frank sat down again and began to tell the story of how he had outwitted the guards at every turn and been the prisoner 's mainstay .


fn_spacy_tokens_for_baseline: And the pervasion of such a principle of de - differentiation presumes a new set of social actors , the new , post - industrial middle classes whose interests are furthered by such a process .

source_bert_toks: and the per ##vas ##ion of such a principle of de - differentiation pre ##sume ##s a new set of social actors , the new , post - industrial middle classes whose interests are further ##ed by such a process .

reference_raw: And the pervasion of such a principle of de-difference presupposes a new group of social players, the new, post-industrial middle classes whose interests are further enhanced by this process.

reference_spacy_tokens: And the pervasion of such a principle of de - difference presupposes a new group of social players , the new , post - industrial middle classes whose interests are further enhanced by this process .


fn_spacy_tokens_for_baseline: Consider two bodies in orbit around each other , such as M and m in Figure 6.2 ( a ) .

source_bert_toks: consider two bodies in orbit around each other , such as m and m in figure 6 . 2 ( a ) .

reference_raw: Consider two bodies circling each other, such as M and m in Figure 6.2(a).

reference_spacy_tokens: Consider two bodies circling each other , such as M and m in Figure 6.2(a ) .


fn_spacy_tokens_for_baseline: The discovery may also be important medically , Dr Zimmern suggested .

source_bert_toks: the discovery may also be important medical ##ly , dr z ##im ##mer ##n suggested .

reference_raw: Discovery could also be medically important, thought Doctor Zimmern.

reference_spacy_tokens: Discovery could also be medically important , thought Doctor Zimmern .


fn_spacy_tokens_for_baseline: A ROBBER wearing a Santa hat held up a bank with a sawn - off shotgun before escaping on a bicycle yesterday .

source_bert_toks: a robber wearing a santa hat held up a bank with a saw ##n - off shotgun before escaping on a bicycle yesterday .

reference_raw: A ROBBER in a Santa cap raised a bank with a sawn-off shotgun before he ran off on his bike last night.

reference_spacy_tokens: A ROBBER in a Santa cap raised a bank with a sawn - off shotgun before he ran off on his bike last night .


fn_spacy_tokens_for_baseline: Mr Harper said : ' It was such a beautiful thing , it was terrible to watch it die . '

source_bert_toks: mr harper said : ' it was such a beautiful thing , it was terrible to watch it die . '

reference_raw: Mr. Harper said, 'It was so beautiful, it was awful to watch him die.'

reference_spacy_tokens: Mr. Harper said , ' It was so beautiful , it was awful to watch him die . '


fn_spacy_tokens_for_baseline: The extra energy of the unbroken symmetry state would then be released and would reheat the universe to a temperature just below the critical temperature for symmetry between the forces .

source_bert_toks: the extra energy of the unbroken symmetry state would then be released and would re ##hea ##t the universe to a temperature just below the critical temperature for symmetry between the forces .

reference_raw: The extra energy of the unbroken symmetry state would then be released and the universe would be heated to a temperature just below the critical temperature of the symmetry between the two forces.

reference_spacy_tokens: The extra energy of the unbroken symmetry state would then be released and the universe would be heated to a temperature just below the critical temperature of the symmetry between the two forces .


fn_spacy_tokens_for_baseline: To fulfil macho behaviour patterns , a man must show no fear , demonstrate sexual prowess , father many children and exercise tight control over female kin .

source_bert_toks: to fu ##lf ##il mach ##o behaviour patterns , a man must show no fear , demonstrate sexual prowess , father many children and exercise tight control over female kin .

reference_raw: In order to meet macho behavioral patterns, a man has to show no fear, demonstrate sexual prowess, father many children, and exercise close control over female relatives.

reference_spacy_tokens: In order to meet macho behavioral patterns , a man has to show no fear , demonstrate sexual prowess , father many children , and exercise close control over female relatives .


fn_spacy_tokens_for_baseline: ' Well , Mr Oakley , ' she burbled .

source_bert_toks: ' well , mr oakley , ' she bu ##rb ##led .

reference_raw: 'All right, Mr Oakley,' she said.

reference_spacy_tokens: ' All right , Mr Oakley , ' she said .