fn_spacy_tokens_for_baseline: At the Acorn Bank Garden , owned by the National Trust , you can see a fascinating collection of medicinal and cooking herbs .

source_bert_toks: at the ac ##orn bank garden , owned by the national trust , you can see a fascinating collection of medicinal and cooking herbs .

reference_raw: In the Acorn Bank Garden, which is owned by the National Trust, you can see an interesting collection of medicinal and cooking herbs.

reference_spacy_tokens: In the Acorn Bank Garden , which is owned by the National Trust , you can see an interesting collection of medicinal and cooking herbs .


fn_spacy_tokens_for_baseline: The railway moguls went on to make fortunes while undiversified canal companies went broke .

source_bert_toks: the railway mo ##gul ##s went on to make fortunes while und ##iver ##si ##fied canal companies went broke .

reference_raw: The railroad moguls continued to make a fortune while the undiversified canal companies went bankrupt.

reference_spacy_tokens: The railroad moguls continued to make a fortune while the undiversified canal companies went bankrupt .


fn_spacy_tokens_for_baseline: I wondered what they were thinking , then pondered on the fineness of the dividing line between exhilarating adventure and irresponsibility .

source_bert_toks: i wondered what they were thinking , then pondered on the fine ##ness of the dividing line between ex ##hila ##rating adventure and ir ##res ##pon ##sibility .

reference_raw: I wondered what they were thinking, then considered the fineness of the dividing line between exciting adventure and recklessness.

reference_spacy_tokens: I wondered what they were thinking , then considered the fineness of the dividing line between exciting adventure and recklessness .


fn_spacy_tokens_for_baseline: We anticipate similar expenditure for 1994 .

source_bert_toks: we anti ##ci ##pate similar expenditure for 1994 .

reference_raw: Similar expenses are expected in 1994.

reference_spacy_tokens: Similar expenses are expected in 1994 .


fn_spacy_tokens_for_baseline: Always moisturise exposed skin with an effective emollient like E45

source_bert_toks: always moist ##uri ##se exposed skin with an effective em ##oll ##ient like e ##45

reference_raw: Always wet the exposed skin with an effective emollient such as E45


fn_spacy_tokens_for_baseline: Shari Dienes has over many decades produced a steady stream of ingeniously constructed found - object assemblages often involving glass , mirrors and boxes .

source_bert_toks: sha ##ri die ##nes has over many decades produced a steady stream of ing ##eni ##ously constructed found - object ass ##em ##bla ##ges often involving glass , mirrors and boxes .

reference_raw: For many decades, Shari Dienes has produced a steady flow of sophisticated found objects, often involving glass, mirrors, and boxes.

reference_spacy_tokens: For many decades , Shari Dienes has produced a steady flow of sophisticated found objects , often involving glass , mirrors , and boxes .


fn_spacy_tokens_for_baseline: Even before the terrible news of her death , Chrissy had been dubious about Linda 's nayve contention that the various financial dealings that she had pinpointed were unconnected .

source_bert_toks: even before the terrible news of her death , chris ##sy had been dubious about linda ' s nay ##ve contention that the various financial dealings that she had pin ##point ##ed were un ##connected .

reference_raw: Even before the terrible news of her death, Chrissy had doubted Linda's nayve assertion that the various financial transactions she had identified had nothing to do with it.

reference_spacy_tokens: Even before the terrible news of her death , Chrissy had doubted Linda 's nayve assertion that the various financial transactions she had identified had nothing to do with it .


fn_spacy_tokens_for_baseline: It is a form of cooking which uses all the senses -- listening to the sizzling fat to tell when chicken is fried just right , smelling to detect the moment a cake is baked to perfection .

source_bert_toks: it is a form of cooking which uses all the senses - - listening to the si ##zzling fat to tell when chicken is fried just right , smelling to detect the moment a cake is baked to perfection .

reference_raw: It's a form of cooking that uses all senses - listening to the hissing fat to tell when the chicken is fried properly, smelling to detect the moment when the cake is cooked to perfection.

reference_spacy_tokens: It 's a form of cooking that uses all senses - listening to the hissing fat to tell when the chicken is fried properly , smelling to detect the moment when the cake is cooked to perfection .


fn_spacy_tokens_for_baseline: In the paper , " self - control " is used to mean a sense of willpower .

source_bert_toks: in the paper , " self - control " is used to mean a sense of will ##power .

reference_raw: In the newspapers, "self-control" means willpower.

reference_spacy_tokens: In the newspapers , " self - control " means willpower .


fn_spacy_tokens_for_baseline: Lime and leather assailed her nostrils in a tantalising cloud as he bent his head , and before she could object he pressed his lips lightly on her mouth and stepped back .

source_bert_toks: lime and leather ass ##ailed her nostrils in a tan ##tal ##ising cloud as he bent his head , and before she could object he pressed his lips lightly on her mouth and stepped back .

reference_raw: Lime and skin attacked her nose in a tantalizing cloud as he bowed his head, and before she could protest, he gently pressed his lips against her mouth and backed away.

reference_spacy_tokens: Lime and skin attacked her nose in a tantalizing cloud as he bowed his head , and before she could protest , he gently pressed his lips against her mouth and backed away .


fn_spacy_tokens_for_baseline: Four ' sheltered ' homes , twelve family units and four staff houses are to be built on a site around a farm growing fruit and vegetables , with a factory to process the produce .

source_bert_toks: four ' sheltered ' homes , twelve family units and four staff houses are to be built on a site around a farm growing fruit and vegetables , with a factory to process the produce .

reference_raw: Four 'sheltered' homes, twelve family units and four employees' homes will be built in the area around the farm where the fruit and vegetables will be produced, and the factory will be used to process the product.

reference_spacy_tokens: Four ' sheltered ' homes , twelve family units and four employees ' homes will be built in the area around the farm where the fruit and vegetables will be produced , and the factory will be used to process the product .


fn_spacy_tokens_for_baseline: She began by waking up on the tail - end of absorbing conversations with the white - robed monk who sat on the chair beside her , and it was n't long before the discussions became a full - time activity .

source_bert_toks: she began by waking up on the tail - end of absorbing conversations with the white - robe ##d monk who sat on the chair beside her , and it wasn ' t long before the discussions became a full - time activity .

reference_raw: She began by waking up at the end of an interview with a white-robed monk sitting in a chair beside her, and it was not long before the discussion became a full-time activity.

reference_spacy_tokens: She began by waking up at the end of an interview with a white - robed monk sitting in a chair beside her , and it was not long before the discussion became a full - time activity .


fn_spacy_tokens_for_baseline: A Kurdish mother and her sick child at Isikveren refugee camp on the Iraq / Turkish border , April 1991 .

source_bert_toks: a kurdish mother and her sick child at is ##ik ##vere ##n refugee camp on the iraq / turkish border , april 1991 .

reference_raw: Kurdish mother and her ill child in Isikveren refugee camp on the Iraq/Turkish border, April 1991.

reference_spacy_tokens: Kurdish mother and her ill child in Isikveren refugee camp on the Iraq / Turkish border , April 1991 .


fn_spacy_tokens_for_baseline: Agnes Rossnerin , who smothered and throttled her companion in order to steal some money , was beheaded by the sword ' because she was a poor creature and had a wry neck ' .

source_bert_toks: agnes ross ##ner ##in , who sm ##oth ##ered and throttle ##d her companion in order to steal some money , was beheaded by the sword ' because she was a poor creature and had a wry neck ' .

reference_raw: Agnes Rossnerin, who had strangled and strangled her companion to steal some money, had been executed with a sword because she was a poor creature with a sour neck.

reference_spacy_tokens: Agnes Rossnerin , who had strangled and strangled her companion to steal some money , had been executed with a sword because she was a poor creature with a sour neck .


fn_spacy_tokens_for_baseline: ' Blue sheet information only , pending confirmation from other sources .

source_bert_toks: ' blue sheet information only , pending confirmation from other sources .

reference_raw: 'Only blue sheet information until confirmed by other sources.

reference_spacy_tokens: ' Only blue sheet information until confirmed by other sources .


fn_spacy_tokens_for_baseline: Housing is scarce and public services -- the court system , schools , mail service , telephone network and the highways -- are in disgraceful condition .

source_bert_toks: housing is scarce and public services - - the court system , schools , mail service , telephone network and the highways - - are in disgrace ##ful condition .

reference_raw: Housing is scarce, and public services - the court system, schools, postal services, telephone nets and roads - are in a state of shame.

reference_spacy_tokens: Housing is scarce , and public services - the court system , schools , postal services , telephone nets and roads - are in a state of shame .


fn_spacy_tokens_for_baseline: She had been so engrossed in Martha 's life that it had not even crossed her mind that she ( Maxine ) should be frightened of that great expanse of water .

source_bert_toks: she had been so eng ##ross ##ed in martha ' s life that it had not even crossed her mind that she ( maxi ##ne ) should be frightened of that great expanse of water .

reference_raw: She was so engrossed in Martha's life that it never occurred to her that she (Maxine) should have been afraid of this vast surface of water.

reference_spacy_tokens: She was so engrossed in Martha 's life that it never occurred to her that she ( Maxine ) should have been afraid of this vast surface of water .


fn_spacy_tokens_for_baseline: It should be noted here that the terms expert and knowledge based systems have come into common usage , and are often interchanged when describing intelligent systems .

source_bert_toks: it should be noted here that the terms expert and knowledge based systems have come into common usage , and are often interchange ##d when describing intelligent systems .

reference_raw: In this regard, it should be pointed out that the concepts of expert and knowledge-based systems have come into common use and are often interchangeable in the description of intelligent systems.

reference_spacy_tokens: In this regard , it should be pointed out that the concepts of expert and knowledge - based systems have come into common use and are often interchangeable in the description of intelligent systems .


fn_spacy_tokens_for_baseline: Their album , Brothers in Arms , sold 3.2 m copies in the UK , which means that somebody in your street is bound to have a copy , unless you live in a small cul - de - sac .

source_bert_toks: their album , brothers in arms , sold 3 . 2 ##m copies in the uk , which means that somebody in your street is bound to have a copy , unless you live in a small cu ##l - de - sac .

reference_raw: Their album, Brothers in Arms, sold 3.2 million copies in Britain, which means someone on your street must have a copy if you don't live in a small dead end.

reference_spacy_tokens: Their album , Brothers in Arms , sold 3.2 million copies in Britain , which means someone on your street must have a copy if you do n't live in a small dead end .


fn_spacy_tokens_for_baseline: Paula_Zahn : Where bird flu has in the past two years killed at least sixty - two people .

source_bert_toks: paula _ za ##hn : where bird flu has in the past two years killed at least sixty - two people .

reference_raw: Paula_Zahn: Where avian influenza has killed at least sixty-two people in the last two years.

reference_spacy_tokens: Paula_Zahn : Where avian influenza has killed at least sixty - two people in the last two years .


fn_spacy_tokens_for_baseline: Fish , reptiles , birds and mammals all protect their young and often each other , with great vigour , when danger threatens .

source_bert_toks: fish , reptiles , birds and mammals all protect their young and often each other , with great vi ##go ##ur , when danger threatens .

reference_raw: Fish, reptiles, birds and mammals protect their young and often one another with great vigor when danger threatens.

reference_spacy_tokens: Fish , reptiles , birds and mammals protect their young and often one another with great vigor when danger threatens .


fn_spacy_tokens_for_baseline: Iran allegedly supplied Libya with chemical agents in 1987 in exchange for naval mines .

source_bert_toks: iran allegedly supplied libya with chemical agents in 1987 in exchange for naval mines .

reference_raw: In 1987, Iran allegedly provided chemical agents to Libya in exchange for naval mines.

reference_spacy_tokens: In 1987 , Iran allegedly provided chemical agents to Libya in exchange for naval mines .


fn_spacy_tokens_for_baseline: MOST EVOCATIVE name of the week if nothing else , wrapping together pre - adolescence , the most fashionable of neckwear and the great Goofy in three succinct syllables .

source_bert_toks: most ev ##oca ##tive name of the week if nothing else , wrapping together pre - adolescence , the most fashionable of neck ##wear and the great goofy in three su ##cci ##nc ##t syllables .

reference_raw: MOST EVOCATIVE name of the week, if nothing else, wrapping up before adolescence, the most fashionable neck-wear, and the big Goofy in three short syllables.

reference_spacy_tokens: MOST EVOCATIVE name of the week , if nothing else , wrapping up before adolescence , the most fashionable neck - wear , and the big Goofy in three short syllables .


fn_spacy_tokens_for_baseline: Her husband was out with a fare in another car , and she radioed him to stop and pick me up on his way .

source_bert_toks: her husband was out with a fare in another car , and she radio ##ed him to stop and pick me up on his way .

reference_raw: Her husband was in the next car with a ticket, and she called him to stop and pick me up on the way.

reference_spacy_tokens: Her husband was in the next car with a ticket , and she called him to stop and pick me up on the way .


fn_spacy_tokens_for_baseline: The NYT describes an " ebullient " Gore and immediately points up the contrast with his 1988 presidential campaign when he skipped the caucuses , calling them " madness , " and referred to " the small state of Iowa . "

source_bert_toks: the ny ##t describes an " e ##bu ##llie ##nt " gore and immediately points up the contrast with his 1988 presidential campaign when he skipped the caucus ##es , calling them " madness , " and referred to " the small state of iowa . "

reference_raw: The NYT describes Gore's "ebullient" and immediately highlights the contrast with his 1988 presidential campaign when he skipped the caucus and called it "madness" and called it "Small State of Iowa."

reference_spacy_tokens: The NYT describes Gore 's " ebullient " and immediately highlights the contrast with his 1988 presidential campaign when he skipped the caucus and called it " madness " and called it " Small State of Iowa . "


fn_spacy_tokens_for_baseline: At least it started that way , then the sharkskin dress was rubbing against me and other things began to seem far away .

source_bert_toks: at least it started that way , then the sharks ##kin dress was rubbing against me and other things began to seem far away .

reference_raw: At least that's how it started, and then the sharkskin clothes rubbed against me, and other things started to look far away.

reference_spacy_tokens: At least that 's how it started , and then the sharkskin clothes rubbed against me , and other things started to look far away .


fn_spacy_tokens_for_baseline: As soon as he came in I made him let me look at his head , and I dabbed some Dettol on it .

source_bert_toks: as soon as he came in i made him let me look at his head , and i da ##bbed some det ##to ##l on it .

reference_raw: When he came in, I forced him to let me look at his head and stuffed some Dettol into it.

reference_spacy_tokens: When he came in , I forced him to let me look at his head and stuffed some Dettol into it .


fn_spacy_tokens_for_baseline: The recruits had to wake up before sunrise for morning prayers , then run up and down the hillsides .

source_bert_toks: the recruits had to wake up before sunrise for morning prayers , then run up and down the hillside ##s .

reference_raw: The recruits had to wake up before dawn to pray in the morning, then race up and down the slopes.

reference_spacy_tokens: The recruits had to wake up before dawn to pray in the morning , then race up and down the slopes .


fn_spacy_tokens_for_baseline: After a quick recce of the basecamp , she proceeded to unload from her car three large black dustbin liners stuffed to the brim with what appeared to be the entire contents of her wardrobe .

source_bert_toks: after a quick rec ##ce of the base ##camp , she proceeded to un ##load from her car three large black dust ##bin liner ##s stuffed to the br ##im with what appeared to be the entire contents of her wardrobe .

reference_raw: After a quick recreation of the base camp, she began to unload three large black dustbin liners packed to the brim with what appeared to be the contents of her closet.

reference_spacy_tokens: After a quick recreation of the base camp , she began to unload three large black dustbin liners packed to the brim with what appeared to be the contents of her closet .


fn_spacy_tokens_for_baseline: ' This is certainly some house he 's got , ' Richard remarked in a low whisper as they followed Rob along the hall .

source_bert_toks: ' this is certainly some house he ' s got , ' richard remarked in a low whisper as they followed rob along the hall .

reference_raw: 'I'm sure it's a house he owns,' Richard said quietly as they followed Rob down the corridor.

reference_spacy_tokens: ' I 'm sure it 's a house he owns , ' Richard said quietly as they followed Rob down the corridor .


fn_spacy_tokens_for_baseline: He permitted himself a few seconds to savour his revenge , before delivering the coup de grace with a heti'i power - kick , which would snap Grant 's neck like a dried stick .

source_bert_toks: he permitted himself a few seconds to sa ##vo ##ur his revenge , before delivering the coup de grace with a het ##i ' i power - kick , which would snap grant ' s neck like a dried stick .

reference_raw: He allowed himself a few seconds to enjoy his vengeance before he delivered the coup de grace with a heti's power kick that would snap Grant's neck like a dry stick.

reference_spacy_tokens: He allowed himself a few seconds to enjoy his vengeance before he delivered the coup de grace with a heti 's power kick that would snap Grant 's neck like a dry stick .


fn_spacy_tokens_for_baseline: While Byzantine land was being divided , there was no one in control of the seas , so pirates raided towns on many of the islands .

source_bert_toks: while byzantine land was being divided , there was no one in control of the seas , so pirates raided towns on many of the islands .

reference_raw: During the division of Byzantine lands, no one could control the seas, so pirates invaded cities on many islands.

reference_spacy_tokens: During the division of Byzantine lands , no one could control the seas , so pirates invaded cities on many islands .


fn_spacy_tokens_for_baseline: The loss of trivial names such as vinyl , amyl , allyl , and so on , which in a couple of syllables conjure up huge chunks of molecules , continues to amaze me .

source_bert_toks: the loss of trivial names such as vinyl , amy ##l , ally ##l , and so on , which in a couple of syllables con ##jure up huge chunks of molecules , continues to ama ##ze me .

reference_raw: The loss of trivial names like vinyl, amyl, allyl, and so on, which in a few syllables conjure up large pieces of molecules, still amazes me.

reference_spacy_tokens: The loss of trivial names like vinyl , amyl , allyl , and so on , which in a few syllables conjure up large pieces of molecules , still amazes me .


fn_spacy_tokens_for_baseline: Coetzee met his assassins in a bar around about ten o'clock .

source_bert_toks: coe ##tze ##e met his assassins in a bar around about ten o ' clock .

reference_raw: Coetzee met his killers at the bar around 10:00.

reference_spacy_tokens: Coetzee met his killers at the bar around 10:00 .


fn_spacy_tokens_for_baseline: Agnes noted with alarm that a pink flush was suffusing Dorothy 's face , a sure sign of temper , and really , thought her loyal assistant , she had every right to be cross under the circumstances .

source_bert_toks: agnes noted with alarm that a pink flush was su ##ff ##using dorothy ' s face , a sure sign of temper , and really , thought her loyal assistant , she had every right to be cross under the circumstances .

reference_raw: Agnes noticed with alarm that Dorothy's face was smothered by a pink flush, a sure sign of temperament, and, in fact, thought her loyal assistant, she had every right to be crucified under the circumstances.

reference_spacy_tokens: Agnes noticed with alarm that Dorothy 's face was smothered by a pink flush , a sure sign of temperament , and , in fact , thought her loyal assistant , she had every right to be crucified under the circumstances .


fn_spacy_tokens_for_baseline: A genial and stimulating host , his ' Homeric laugh ' was the delight of a generation of international lawyers , politicians , officials , and young people who were entertained in his book - lined apartment in Geneva .

source_bert_toks: a gen ##ial and stimulating host , his ' homer ##ic laugh ' was the delight of a generation of international lawyers , politicians , officials , and young people who were entertained in his book - lined apartment in geneva .

reference_raw: The genial and stimulating host, his "Homeric Laughter", was the joy of a generation of international lawyers, politicians, officials, and young people who had been entertained in his bookroom in Geneva.

reference_spacy_tokens: The genial and stimulating host , his " Homeric Laughter " , was the joy of a generation of international lawyers , politicians , officials , and young people who had been entertained in his bookroom in Geneva .


fn_spacy_tokens_for_baseline: The Unit also provides additional resources for housing investment in local authority estates where large numbers of houses remain empty because of insufficient funds for renovation .

source_bert_toks: the unit also provides additional resources for housing investment in local authority estates where large numbers of houses remain empty because of insufficient funds for renovation .

reference_raw: The unit also provides additional resources to invest in housing in local government buildings where a large number of buildings remain empty due to a lack of refurbishment funds.

reference_spacy_tokens: The unit also provides additional resources to invest in housing in local government buildings where a large number of buildings remain empty due to a lack of refurbishment funds .


fn_spacy_tokens_for_baseline: Imagine , she told him , Aricie in ice - cream pink tights and Britannicus in a weird gold curly wig and a little clattering metal skirt .

source_bert_toks: imagine , she told him , ari ##cie in ice - cream pink tight ##s and brit ##ann ##icus in a weird gold curly wig and a little cl ##atter ##ing metal skirt .

reference_raw: Imagine, she told him, Aricia in her ice-cream pink stockings, and Britannicus in a strange golden curled wig and a small clattering metal skirt.

reference_spacy_tokens: Imagine , she told him , Aricia in her ice - cream pink stockings , and Britannicus in a strange golden curled wig and a small clattering metal skirt .


fn_spacy_tokens_for_baseline: WHAT could have been a disastrous start for fifth - year pupils at Bohunt School to the social event of the school year was averted by quick - thinking and the help of a parent .

source_bert_toks: what could have been a disastrous start for fifth - year pupils at bo ##hun ##t school to the social event of the school year was ave ##rted by quick - thinking and the help of a parent .

reference_raw: WHAT could have been a catastrophic start for five-year students at Bohunt School, so that the social event of the school year was prevented by quick thinking and the help of the parents.

reference_spacy_tokens: WHAT could have been a catastrophic start for five - year students at Bohunt School , so that the social event of the school year was prevented by quick thinking and the help of the parents .


fn_spacy_tokens_for_baseline: Hank was thoroughly disquieted .

source_bert_toks: hank was thoroughly di ##s ##qui ##ete ##d .

reference_raw: Hank was very nervous.

reference_spacy_tokens: Hank was very nervous .


fn_spacy_tokens_for_baseline: Military combat in the 1980s survived within established armies where a man had to be a contracted , organised member of a unit .

source_bert_toks: military combat in the 1980s survived within established armies where a man had to be a contracted , organised member of a unit .

reference_raw: In the 1980s, military battles survived in established armies, where a man had to be a contracted, organized member of the unit.

reference_spacy_tokens: In the 1980s , military battles survived in established armies , where a man had to be a contracted , organized member of the unit .


fn_spacy_tokens_for_baseline: By the time we reached the encore , a stunning ' I Know It 's Over ' , 12 thousand people had been smacked into moronic submission .

source_bert_toks: by the time we reached the encore , a stunning ' i know it ' s over ' , 12 thousand people had been smacked into mor ##onic submission .

reference_raw: By the time we got to the encore, a stunning "I know it's over", 12,000 people were smacked in the face of idiotic submission.

reference_spacy_tokens: By the time we got to the encore , a stunning " I know it 's over " , 12,000 people were smacked in the face of idiotic submission .


fn_spacy_tokens_for_baseline: Not wishing to propose History as a transcendent law outside the human , Sartre was careful to distinguish his claims from Engels ' validation of the dialectic as the law of nature .

source_bert_toks: not wishing to propose history as a trans ##cend ##ent law outside the human , sar ##tre was careful to distinguish his claims from eng ##els ' validation of the dialect ##ic as the law of nature .

reference_raw: Sartre didn't want to suggest history as a transcendent law outside the human race, but he was careful to differentiate his claims from Engels' recognition of the dialect as the law of nature.

reference_spacy_tokens: Sartre did n't want to suggest history as a transcendent law outside the human race , but he was careful to differentiate his claims from Engels ' recognition of the dialect as the law of nature .


fn_spacy_tokens_for_baseline: But it 's not that surprising when you hear this rather dull collection of radio - friendly trad - rock numbers .

source_bert_toks: but it ' s not that surprising when you hear this rather dull collection of radio - friendly tr ##ad - rock numbers .

reference_raw: But it's not so surprising to hear this rather boring collection of radio-friendly trad rock numbers.

reference_spacy_tokens: But it 's not so surprising to hear this rather boring collection of radio - friendly trad rock numbers .


fn_spacy_tokens_for_baseline: You need two pieces of string and you tie a balloon loosely onto each with a loop .

source_bert_toks: you need two pieces of string and you tie a balloon loosely onto each with a loop .

reference_raw: You need two pieces of string, and you loosely bind the balloon to each of them with a noose.

reference_spacy_tokens: You need two pieces of string , and you loosely bind the balloon to each of them with a noose .


fn_spacy_tokens_for_baseline: One of the Plaza Girls bore the surname of Tiller .

source_bert_toks: one of the plaza girls bore the surname of till ##er .

reference_raw: One of the Plaza Girls was Tiller's last name.

reference_spacy_tokens: One of the Plaza Girls was Tiller 's last name .


fn_spacy_tokens_for_baseline: In them Locke buttressed Tillotson 's position , and assaulted the Oxonian High Church citadel .

source_bert_toks: in them locke butt ##ressed till ##ots ##on ' s position , and assaulted the ox ##onia ##n high church citadel .

reference_raw: Locke stepped into Tillotson's position and attacked the Citadel of the Oxonian High Church.

reference_spacy_tokens: Locke stepped into Tillotson 's position and attacked the Citadel of the Oxonian High Church .


fn_spacy_tokens_for_baseline: As they are for the most part Gaelic - speaking folk , it is difficult to learn from themselves much of their true circumstances ; but there are friends in Portree who would gladly assist any soul who would like to be helpful to the dwellers on Stormy Hill .

source_bert_toks: as they are for the most part gaelic - speaking folk , it is difficult to learn from themselves much of their true circumstances ; but there are friends in port ##ree who would gladly assist any soul who would like to be helpful to the dwellers on stormy hill .

reference_raw: Since they are mostly Gaelic-speaking people, it is difficult to learn from themselves much of their true situation; but there are friends in Portree who would be happy to help any soul who might be useful to the inhabitants of Stormy Hill.

reference_spacy_tokens: Since they are mostly Gaelic - speaking people , it is difficult to learn from themselves much of their true situation ; but there are friends in Portree who would be happy to help any soul who might be useful to the inhabitants of Stormy Hill .


fn_spacy_tokens_for_baseline: The first goal is to get the public through the museum doors by providing exhibitions that they will really enjoy .

source_bert_toks: the first goal is to get the public through the museum doors by providing exhibitions that they will really enjoy .

reference_raw: The first objective is to get the public through the doors of the museum by providing exhibitions they're really going to enjoy.

reference_spacy_tokens: The first objective is to get the public through the doors of the museum by providing exhibitions they 're really going to enjoy .


fn_spacy_tokens_for_baseline: Against rigorism , is the sense that it is rather absurd to lump all who are not utilitarian saints with actual wrongdoers .

source_bert_toks: against rig ##oris ##m , is the sense that it is rather absurd to lump all who are not ut ##ili ##tarian saints with actual wrong ##do ##ers .

reference_raw: In the face of rigorism, it is quite absurd to confuse those who are not utilitarian saints with true evils.

reference_spacy_tokens: In the face of rigorism , it is quite absurd to confuse those who are not utilitarian saints with true evils .


fn_spacy_tokens_for_baseline: He hoped she would choose a hamburger or fried chicken , anything which would be fast and convenient .

source_bert_toks: he hoped she would choose a hamburger or fried chicken , anything which would be fast and convenient .

reference_raw: He hoped he'd pick a hamburger or a fried hen, anything that was quick and convenient.

reference_spacy_tokens: He hoped he 'd pick a hamburger or a fried hen , anything that was quick and convenient .


fn_spacy_tokens_for_baseline: Menzies threw his wine onto the coal , it fizzed , and a reek of bonfires filled the room .

source_bert_toks: men ##zie ##s threw his wine onto the coal , it fi ##zz ##ed , and a re ##ek of bonfire ##s filled the room .

reference_raw: Menzies tossed his wine to the coal, and it fizzed, and the smell of the fires filled the room.

reference_spacy_tokens: Menzies tossed his wine to the coal , and it fizzed , and the smell of the fires filled the room .


fn_spacy_tokens_for_baseline: Any contact of the fielder 's person with a rope may be slight .

source_bert_toks: any contact of the fielder ' s person with a rope may be slight .

reference_raw: Any connection between a fielder's person and a rope can be small.

reference_spacy_tokens: Any connection between a fielder 's person and a rope can be small .


fn_spacy_tokens_for_baseline: ' It is not exactly true , ' Marguerite confided as Alain went out to answer the telephone .

source_bert_toks: ' it is not exactly true , ' marguerite con ##fide ##d as alain went out to answer the telephone .

reference_raw: 'That's not quite true,' Marguerite said as Alain went out to pick up the phone.

reference_spacy_tokens: ' That 's not quite true , ' Marguerite said as Alain went out to pick up the phone .


fn_spacy_tokens_for_baseline: Many unpredictable issues may emerge which are difficult to plan for at this stage .

source_bert_toks: many unpredictable issues may emerge which are difficult to plan for at this stage .

reference_raw: Many unforeseeable problems can arise that are difficult to plan at this stage.

reference_spacy_tokens: Many unforeseeable problems can arise that are difficult to plan at this stage .


fn_spacy_tokens_for_baseline: Then she went down the stairs , collected her satchel and left the house by Phoebe 's front door .

source_bert_toks: then she went down the stairs , collected her sat ##chel and left the house by phoebe ' s front door .

reference_raw: Then she went downstairs, picked up her bag, and left the house by Phoebe's front door.

reference_spacy_tokens: Then she went downstairs , picked up her bag , and left the house by Phoebe 's front door .


fn_spacy_tokens_for_baseline: The fake Doc Martens were seized in Hong Kong . and now they 've found their way to the Oxfam Emergency Warehouse in Bicester .

source_bert_toks: the fake doc mart ##ens were seized in hong kong . and now they ' ve found their way to the ox ##fa ##m emergency warehouse in bi ##ces ##ter .

reference_raw: The false Dr. Martens has been confiscated in Hong Kong, and now they've found their way to the Oxfam Emergency Warehouse in Bicester.

reference_spacy_tokens: The false Dr. Martens has been confiscated in Hong Kong , and now they 've found their way to the Oxfam Emergency Warehouse in Bicester .


fn_spacy_tokens_for_baseline: Before Jaq could respond , Meh'Lindi kicked off her slippers .

source_bert_toks: before ja ##q could respond , me ##h ' lin ##di kicked off her slip ##pers .

reference_raw: Before Jaq could answer, Meh'Lindi dropped her slippers.

reference_spacy_tokens: Before Jaq could answer , Meh'Lindi dropped her slippers .


fn_spacy_tokens_for_baseline: Bewildered , she followed him upstairs , then listened in a daze while he outlined his plan for converting the master bedroom into a lounge , and the smallest bedroom into a kitchenette .

source_bert_toks: bewildered , she followed him upstairs , then listened in a daze while he outlined his plan for converting the master bedroom into a lounge , and the smallest bedroom into a kitchen ##ette .

reference_raw: She followed him up in confusion, then listened, dazed, as he outlined his plan to turn the main room into a living room and the smallest room into a kitchenette.

reference_spacy_tokens: She followed him up in confusion , then listened , dazed , as he outlined his plan to turn the main room into a living room and the smallest room into a kitchenette .


fn_spacy_tokens_for_baseline: The CIA believes that " Teheran is rapidly approaching self - sufficiency and could become a supplier of CW - related materials to other nations . "

source_bert_toks: the cia believes that " te ##her ##an is rapidly approaching self - su ##ffi ##ciency and could become a supplier of cw - related materials to other nations . "

reference_raw: The CIA believes that Teheran is rapidly approaching self-sufficiency and could be a provider of CW-related materials to other countries.

reference_spacy_tokens: The CIA believes that Teheran is rapidly approaching self - sufficiency and could be a provider of CW - related materials to other countries .


fn_spacy_tokens_for_baseline: We therefore would need to do some quite careful accounting in order to make sure that we did n't contravene that erm , the , the requirement of the Trustee Investment Act in the future .

source_bert_toks: we therefore would need to do some quite careful accounting in order to make sure that we didn ' t contra ##ven ##e that er ##m , the , the requirement of the trustee investment act in the future .

reference_raw: So we'd have to do some pretty careful accounting to make sure we didn't violate this, uh, requirement of the Trustee Investment Act in the future.

reference_spacy_tokens: So we 'd have to do some pretty careful accounting to make sure we did n't violate this , uh , requirement of the Trustee Investment Act in the future .


fn_spacy_tokens_for_baseline: Since the report is expected to form the basis for an investigation and possible action by the Serious Fraud Office , it is highly unlikely that it will be published in full .

source_bert_toks: since the report is expected to form the basis for an investigation and possible action by the serious fraud office , it is highly unlikely that it will be published in full .

reference_raw: As the report is expected to form the basis for the investigation and possible action of the Severe Fraud Office, it is highly improbable that it will be published in full.

reference_spacy_tokens: As the report is expected to form the basis for the investigation and possible action of the Severe Fraud Office , it is highly improbable that it will be published in full .


fn_spacy_tokens_for_baseline: The White House has ordered a purge of information from government agency websites that could be exploited by terrorists seeking weapons of mass destruction .

source_bert_toks: the white house has ordered a purge of information from government agency websites that could be exploited by terrorists seeking weapons of mass destruction .

reference_raw: The White House ordered a cleansing of data from government agencies' websites, which could be used by terrorists looking for weapons of mass destruction.

reference_spacy_tokens: The White House ordered a cleansing of data from government agencies ' websites , which could be used by terrorists looking for weapons of mass destruction .


fn_spacy_tokens_for_baseline: The President issued a series of neutrality proclamations , yet at the same time he persuaded Congress to extend the ' cash and carry ' principle to include armaments .

source_bert_toks: the president issued a series of neutrality proclamation ##s , yet at the same time he persuaded congress to extend the ' cash and carry ' principle to include armament ##s .

reference_raw: The President issued a series of declarations of neutrality, but at the same time he persuaded Congress to extend the money and carry-over principle to include weapons.

reference_spacy_tokens: The President issued a series of declarations of neutrality , but at the same time he persuaded Congress to extend the money and carry - over principle to include weapons .


fn_spacy_tokens_for_baseline: He added that the UN 's Intergovernmental Panel on Climate Change is currently reappraising its stance on global warming in the light of this .

source_bert_toks: he added that the un ' s inter ##go ##vern ##mental panel on climate change is currently re ##app ##rai ##sing its stance on global warming in the light of this .

reference_raw: It added that the UN Intergovernmental Panel on Climate Change is currently reviewing its position on global warming in the light of this.

reference_spacy_tokens: It added that the UN Intergovernmental Panel on Climate Change is currently reviewing its position on global warming in the light of this .


fn_spacy_tokens_for_baseline: Of course we were fascinated by revolting food , and liked inventing horror meals .

source_bert_toks: of course we were fascinated by revolt ##ing food , and liked in ##venting horror meals .

reference_raw: Of course, we were fascinated by rebellious food, and we liked to invent horror food.

reference_spacy_tokens: Of course , we were fascinated by rebellious food , and we liked to invent horror food .


fn_spacy_tokens_for_baseline: As it happened , Linda had presumed that the comment had only been an example , nothing to do with her .

source_bert_toks: as it happened , linda had presumed that the comment had only been an example , nothing to do with her .

reference_raw: Linda assumed that the comment was just an example, and had nothing to do with it.

reference_spacy_tokens: Linda assumed that the comment was just an example , and had nothing to do with it .


fn_spacy_tokens_for_baseline: Some classes trooped down Windmill Hill to a hall which had been commandeered , and areas for private study were very limited .

source_bert_toks: some classes troop ##ed down windmill hill to a hall which had been command ##eer ##ed , and areas for private study were very limited .

reference_raw: Some of the classes marched down Windmill Hill into the hall that was commanded, and the areas for private study were very limited.

reference_spacy_tokens: Some of the classes marched down Windmill Hill into the hall that was commanded , and the areas for private study were very limited .


fn_spacy_tokens_for_baseline: Perhaps the magic of science would overcome this detestable witchcraft ( or whatever it was that held me in thrall ) .

source_bert_toks: perhaps the magic of science would overcome this det ##est ##able witchcraft ( or whatever it was that held me in th ##ral ##l ) .

reference_raw: Perhaps the magic of science could overcome this hateful witchcraft (or whatever it was that kept me in slavery).

reference_spacy_tokens: Perhaps the magic of science could overcome this hateful witchcraft ( or whatever it was that kept me in slavery ) .


fn_spacy_tokens_for_baseline: Passing Michelle 's bedroom door that morning , he 'd glanced inside .

source_bert_toks: passing michelle ' s bedroom door that morning , he ' d glanced inside .

reference_raw: He passed Michelle's bedroom door that morning and looked in.

reference_spacy_tokens: He passed Michelle 's bedroom door that morning and looked in .


fn_spacy_tokens_for_baseline: A whole load of boring industry heads droning on about how important they are and trying to cop off with each other ?

source_bert_toks: a whole load of boring industry heads dr ##oning on about how important they are and trying to cop off with each other ?

reference_raw: A whole bunch of boring industrial heads talking about how important they are and trying to deal with each other?

reference_spacy_tokens: A whole bunch of boring industrial heads talking about how important they are and trying to deal with each other ?


fn_spacy_tokens_for_baseline: It has been revealed that Abdul Qadeer Khan of Pakistan is responsible for providing Libya with its nuclear warhead plans , raw uranium and enrichment centrifuges through his black market network .

source_bert_toks: it has been revealed that abdul q ##ade ##er khan of pakistan is responsible for providing libya with its nuclear war ##head plans , raw uranium and enrichment cent ##ri ##fu ##ges through his black market network .

reference_raw: It has been established that Abdul Qadeer Khan of Pakistan is responsible for the provision of nuclear warhead plans, raw uranium and enrichment centrifuges to Libya via its black market network.

reference_spacy_tokens: It has been established that Abdul Qadeer Khan of Pakistan is responsible for the provision of nuclear warhead plans , raw uranium and enrichment centrifuges to Libya via its black market network .


fn_spacy_tokens_for_baseline: ' Do n't use your brother 's name to save your neck , ' he grated in a voice she barely recognised .

source_bert_toks: ' don ' t use your brother ' s name to save your neck , ' he gr ##ated in a voice she barely recognised .

reference_raw: "Don't use your brother's name to save you," he said in a voice she barely recognized.

reference_spacy_tokens: " Do n't use your brother 's name to save you , " he said in a voice she barely recognized .


fn_spacy_tokens_for_baseline: They jumped from £ 500,000 to £ 1,700,000 in the six months to July .

source_bert_toks: they jumped from £5 ##00 , 000 to £1 , 700 , 000 in the six months to july .

reference_raw: Between six months and July, they went from 500,000 pounds to 1,700,000 pounds.

reference_spacy_tokens: Between six months and July , they went from 500,000 pounds to 1,700,000 pounds .


fn_spacy_tokens_for_baseline: Trees had carelessly let go great branches or had toppled down entirely , throwing their roots up into the air .

source_bert_toks: trees had careless ##ly let go great branches or had toppled down entirely , throwing their roots up into the air .

reference_raw: The trees carelessly dropped large branches or fell to the ground, throwing their roots into the air.

reference_spacy_tokens: The trees carelessly dropped large branches or fell to the ground , throwing their roots into the air .


fn_spacy_tokens_for_baseline: The vehicle was hijacked in the Shankill area a short time before the shooting and later abandoned at Slieveban Drive , Andersonstown .

source_bert_toks: the vehicle was hi ##jack ##ed in the shan ##kill area a short time before the shooting and later abandoned at sl ##ie ##ve ##ban drive , anderson ##stown .

reference_raw: The vehicle was abducted in the Shankill area shortly before the shooting and then abandoned in Slieveban Drive, Andersonstown.

reference_spacy_tokens: The vehicle was abducted in the Shankill area shortly before the shooting and then abandoned in Slieveban Drive , Andersonstown .


fn_spacy_tokens_for_baseline: An argument for clemency toward him could be grounded in the belief that it would be a tactical error to declare Copernican doctrines heretical , because that might discourage Protestants from returning to the Roman fold .

source_bert_toks: an argument for cl ##eme ##ncy toward him could be grounded in the belief that it would be a tactical error to declare cope ##rn ##ica ##n doctrines here ##tical , because that might discourage protestants from returning to the roman fold .

reference_raw: The argument for clergy towards him might be based on the belief that it would be a tactical mistake to declare the Copernician doctrine heretical, because it would discourage Protestants from returning to the Roman fold.

reference_spacy_tokens: The argument for clergy towards him might be based on the belief that it would be a tactical mistake to declare the Copernician doctrine heretical , because it would discourage Protestants from returning to the Roman fold .


fn_spacy_tokens_for_baseline: In other words , we have already learnt the painful lesson that , despite all the kind words and good intentions , for most practical purposes society has already written our children off .

source_bert_toks: in other words , we have already learnt the painful lesson that , despite all the kind words and good intentions , for most practical purposes society has already written our children off .

reference_raw: In other words, we have learned a painful lesson that, despite all the good words and good intentions, society has already written off our children for most practical purposes.

reference_spacy_tokens: In other words , we have learned a painful lesson that , despite all the good words and good intentions , society has already written off our children for most practical purposes .


fn_spacy_tokens_for_baseline: There is widespread admiration for the Secretary of State 's persistence in tackling paramilitary terrorism and for his patience over the political talks .

source_bert_toks: there is widespread admiration for the secretary of state ' s persistence in tack ##ling paramilitary terrorism and for his patience over the political talks .

reference_raw: There is widespread admiration for the Secretary of State's continued efforts to tackle paramilitary terrorism and his patience with political talks.

reference_spacy_tokens: There is widespread admiration for the Secretary of State 's continued efforts to tackle paramilitary terrorism and his patience with political talks .


fn_spacy_tokens_for_baseline: She had been crying again and her mascara had been washed away and she looked like an eleven - year - old waking up in hospital after an operation .

source_bert_toks: she had been crying again and her mascara had been washed away and she looked like an eleven - year - old waking up in hospital after an operation .

reference_raw: She was crying again, and her mascara was washed away, and she looked like an eleven-year-old who had awakened from surgery in the hospital.

reference_spacy_tokens: She was crying again , and her mascara was washed away , and she looked like an eleven - year - old who had awakened from surgery in the hospital .


fn_spacy_tokens_for_baseline: The Caucasus had been steadily pacified and nominal Russian authority made effective .

source_bert_toks: the caucasus had been steadily pac ##ified and nominal russian authority made effective .

reference_raw: The Caucasus was constantly pacific and the nominal Russian authority was effective.

reference_spacy_tokens: The Caucasus was constantly pacific and the nominal Russian authority was effective .


fn_spacy_tokens_for_baseline: But as the plaster hardened and the doctor attached two metal struts from her ' halo ' to the jacket , panic began to set in .

source_bert_toks: but as the plaster hardened and the doctor attached two metal st ##rut ##s from her ' halo ' to the jacket , panic began to set in .

reference_raw: But as the plaster tightened and the doctor attached two metal struts from her "halo" to her jacket, panic began.

reference_spacy_tokens: But as the plaster tightened and the doctor attached two metal struts from her " halo " to her jacket , panic began .


fn_spacy_tokens_for_baseline: He had built a studio at the foot of the garden connected to the house by a covered pathway and the general collections of the Survey were housed in the studio .

source_bert_toks: he had built a studio at the foot of the garden connected to the house by a covered pathway and the general collections of the survey were housed in the studio .

reference_raw: He built a study at the foot of the garden, which was connected to the house by a covered road, and the study housed the general collections of the survey.

reference_spacy_tokens: He built a study at the foot of the garden , which was connected to the house by a covered road , and the study housed the general collections of the survey .


fn_spacy_tokens_for_baseline: Helicopters are trying to locate people stranded without food .

source_bert_toks: helicopters are trying to locate people stranded without food .

reference_raw: The helicopters are trying to find people trapped without food.

reference_spacy_tokens: The helicopters are trying to find people trapped without food .


fn_spacy_tokens_for_baseline: well yeah i 'm on a exercise program i 'm riding my Aerodyne bike um half an hour every morning and i 'm just about ready to

source_bert_toks: well yeah i ' m on a exercise program i ' m riding my aero ##dy ##ne bike um half an hour every morning and i ' m just about ready to

reference_raw: Yeah, I'm on a training program, I ride my Aerodyne bike, um, half an hour every morning, and I'm almost ready to go.

reference_spacy_tokens: Yeah , I 'm on a training program , I ride my Aerodyne bike , um , half an hour every morning , and I 'm almost ready to go .


fn_spacy_tokens_for_baseline: ' I thought if I planted a few seeds of jealousy in your mind it might just drive you into my arms that little bit sooner . '

source_bert_toks: ' i thought if i planted a few seeds of jealousy in your mind it might just drive you into my arms that little bit sooner . '

reference_raw: "I thought if I put a few seeds of jealousy in your head, it would put you in my arms a little sooner."

reference_spacy_tokens: " I thought if I put a few seeds of jealousy in your head , it would put you in my arms a little sooner . "


fn_spacy_tokens_for_baseline: Called WIN -- Work and Income for the Nineties -- it offers a package of reforms to promote a better life for all Canadians .

source_bert_toks: called win - - work and income for the nine ##ties - - it offers a package of reforms to promote a better life for all canadians .

reference_raw: The WIN - Work and Income for the Nineties - offers a set of reforms to promote a better life for all Canadians.

reference_spacy_tokens: The WIN - Work and Income for the Nineties - offers a set of reforms to promote a better life for all Canadians .


fn_spacy_tokens_for_baseline: That is because of her inferior intelligence . '

source_bert_toks: that is because of her inferior intelligence . '

reference_raw: That's because of her low-level intelligence.'

reference_spacy_tokens: That 's because of her low - level intelligence . '


fn_spacy_tokens_for_baseline: He was , as Corky had told her , the star of the quiz team at his local pub , a mine of that sort of obscure information that forms the basis for tests of general knowledge .

source_bert_toks: he was , as cork ##y had told her , the star of the quiz team at his local pub , a mine of that sort of obscure information that forms the basis for tests of general knowledge .

reference_raw: He was, as Corky had told her, the star of the quiz team in his local pub, a mine of such obscure information as the basis for the trials of general knowledge.

reference_spacy_tokens: He was , as Corky had told her , the star of the quiz team in his local pub , a mine of such obscure information as the basis for the trials of general knowledge .


fn_spacy_tokens_for_baseline: Hanging would seem quite a lenient sentence considering the enormity of his crime in those harsh old days .

source_bert_toks: hanging would seem quite a len ##ient sentence considering the en ##or ##mity of his crime in those harsh old days .

reference_raw: Hanging would have seemed a kindly punishment, given the enormity of his crime in the harsh old days.

reference_spacy_tokens: Hanging would have seemed a kindly punishment , given the enormity of his crime in the harsh old days .


fn_spacy_tokens_for_baseline: The test appeared to be Iran 's message to the international community that it can not and will not be bullied .

source_bert_toks: the test appeared to be iran ' s message to the international community that it can not and will not be bull ##ied .

reference_raw: The test seemed to be a message from Iran to the world that it could not and would not be bullied.

reference_spacy_tokens: The test seemed to be a message from Iran to the world that it could not and would not be bullied .


fn_spacy_tokens_for_baseline: " Know that " brings with it the standard and nonstandard issues of the truth or falseness of propositions as they report states of the world .

source_bert_toks: " know that " brings with it the standard and non ##stand ##ard issues of the truth or false ##ness of proposition ##s as they report states of the world .

reference_raw: "Know this" brings with it the standard and non-standard questions of the truth or falseness of suggestions as they report the world's nations.

reference_spacy_tokens: " Know this " brings with it the standard and non - standard questions of the truth or falseness of suggestions as they report the world 's nations .


fn_spacy_tokens_for_baseline: Martin Offiah 's speed and power has become one of the most thrilling features of the game .

source_bert_toks: martin off ##iah ' s speed and power has become one of the most thrilling features of the game .

reference_raw: Martin Offiah's velocity and strength became one of the most exciting features of the game.

reference_spacy_tokens: Martin Offiah 's velocity and strength became one of the most exciting features of the game .


fn_spacy_tokens_for_baseline: Victoria Chipeto , Zimbabwe 's Minister for Wildlife , yesterday defended her country 's intention to continue selling ivory by culling its herds of 52,000 elephants .

source_bert_toks: victoria chip ##eto , zimbabwe ' s minister for wildlife , yesterday defended her country ' s intention to continue selling ivory by cu ##lling its herds of 52 , 000 elephants .

reference_raw: Victoria Chipeto, Minister of Wildlife of Zimbabwe, yesterday defended her country's intention to continue selling ivory by killing her flocks of 52,000 elephants.

reference_spacy_tokens: Victoria Chipeto , Minister of Wildlife of Zimbabwe , yesterday defended her country 's intention to continue selling ivory by killing her flocks of 52,000 elephants .


fn_spacy_tokens_for_baseline: Ed_Henry : Republicans insist they 're completing the investigation .

source_bert_toks: ed _ henry : republicans insist they ' re completing the investigation .

reference_raw: Ed_Henry: Republicans insist that the investigation is over.

reference_spacy_tokens: Ed_Henry : Republicans insist that the investigation is over .


fn_spacy_tokens_for_baseline: An Armenian official states that Armenia will send scientists , including specialists in nuclear physics who have been involved in the defense industry , to Iran in exchange for oil .

source_bert_toks: an armenian official states that armenia will send scientists , including specialists in nuclear physics who have been involved in the defense industry , to iran in exchange for oil .

reference_raw: The Armenian official states that Armenia will send scientists, including nuclear physics experts involved in the defence sector, to Iran in exchange for oil.

reference_spacy_tokens: The Armenian official states that Armenia will send scientists , including nuclear physics experts involved in the defence sector , to Iran in exchange for oil .


fn_spacy_tokens_for_baseline: Whilst these are small adjustments , Aldus have changed their tack on two other fronts as well .

source_bert_toks: whilst these are small adjustments , al ##dus have changed their tack on two other fronts as well .

reference_raw: While these are minor modifications, Aldus has also changed his tack on two other fronts.

reference_spacy_tokens: While these are minor modifications , Aldus has also changed his tack on two other fronts .


fn_spacy_tokens_for_baseline: That was conceded in an interview yesterday by Dr Kenneth Abrahams , a member of the National Front and a former Swapo man who was thrown into jail by Mr Nujoma .

source_bert_toks: that was conceded in an interview yesterday by dr kenneth abraham ##s , a member of the national front and a former swap ##o man who was thrown into jail by mr nu ##jo ##ma .

reference_raw: This was confirmed in an interview yesterday by Dr. Kenneth Abrahams, a member of the National Front, and an ex-Swapo man who was sent to prison by Mr. Nujoma.

reference_spacy_tokens: This was confirmed in an interview yesterday by Dr. Kenneth Abrahams , a member of the National Front , and an ex - Swapo man who was sent to prison by Mr. Nujoma .


fn_spacy_tokens_for_baseline: Their new king , Philip IV , is devoting all his energies and resources to building up alliances in Europe .

source_bert_toks: their new king , philip iv , is dev ##oting all his energies and resources to building up alliances in europe .

reference_raw: Their new ruler, Philip IV, devotes all of his energy and resources to building alliances in Europe.

reference_spacy_tokens: Their new ruler , Philip IV , devotes all of his energy and resources to building alliances in Europe .


fn_spacy_tokens_for_baseline: Celia perished trying to help some natives dying of pestilence .

source_bert_toks: celia perished trying to help some natives dying of pest ##ile ##nce .

reference_raw: Celia died trying to help some natives die of plague.

reference_spacy_tokens: Celia died trying to help some natives die of plague .


fn_spacy_tokens_for_baseline: Historically and culturally this north - south distinction has always been significant , and it still is today , with a dose of good - humored rivalry between the two areas .

source_bert_toks: historically and culturally this north - south distinction has always been significant , and it still is today , with a dose of good - humor ##ed rivalry between the two areas .

reference_raw: From a historical and cultural point of view, this distinction between the north and the south has always been significant, and it is still today, with a great deal of popular competition between the two regions.

reference_spacy_tokens: From a historical and cultural point of view , this distinction between the north and the south has always been significant , and it is still today , with a great deal of popular competition between the two regions .


fn_spacy_tokens_for_baseline: Singer draped the T - shirt over his head , but his laughter was evident in the way his shoulders shook .

source_bert_toks: singer draped the t - shirt over his head , but his laughter was evident in the way his shoulders shook .

reference_raw: Singer hung his shirt over his head, but his laughter was evident in the way his shoulders trembled.

reference_spacy_tokens: Singer hung his shirt over his head , but his laughter was evident in the way his shoulders trembled .


fn_spacy_tokens_for_baseline: It was mandatory .

source_bert_toks: it was mandatory .

reference_raw: It had to be done.

reference_spacy_tokens: It had to be done .


fn_spacy_tokens_for_baseline: She turned and walked out of the foyer , her skirts sweeping behind her .

source_bert_toks: she turned and walked out of the foyer , her skirts sweeping behind her .

reference_raw: She turned and left the hall, skirts sweeping behind her.

reference_spacy_tokens: She turned and left the hall , skirts sweeping behind her .


fn_spacy_tokens_for_baseline: In the hushed silence that followed he scrambled to his feet , his face and neck flushing scarlet .

source_bert_toks: in the hushed silence that followed he scrambled to his feet , his face and neck flushing scarlet .

reference_raw: He climbed to his feet in the silence that followed, his face and neck flushing with scarlet.

reference_spacy_tokens: He climbed to his feet in the silence that followed , his face and neck flushing with scarlet .


fn_spacy_tokens_for_baseline: In 1072 William led a large army up to Stirling , forded the river there , and rode on to join up with his fleet entering the Tay .

source_bert_toks: in 107 ##2 william led a large army up to stirling , ford ##ed the river there , and rode on to join up with his fleet entering the tay .

reference_raw: In 1072 William led a great army to Stirling, crossed the river, and rode on to join his fleet entering the Tay.

reference_spacy_tokens: In 1072 William led a great army to Stirling , crossed the river , and rode on to join his fleet entering the Tay .


fn_spacy_tokens_for_baseline: Lavier continues to reflect on paradoxes , with such examples as the superimposition of a safe on a refrigerator , both objects having been covered with paint of precisely the same colour as the original .

source_bert_toks: la ##vier continues to reflect on paradox ##es , with such examples as the super ##im ##position of a safe on a refrigerator , both objects having been covered with paint of precisely the same colour as the original .

reference_raw: Lavier is still thinking about paradoxes, such as the superimposition of the safe on the refrigerator, and the two objects are covered with paint exactly the same color as the original.

reference_spacy_tokens: Lavier is still thinking about paradoxes , such as the superimposition of the safe on the refrigerator , and the two objects are covered with paint exactly the same color as the original .


fn_spacy_tokens_for_baseline: Several coloured patches were sewn neatly round the seat of his pants .

source_bert_toks: several coloured patches were se ##wn neatly round the seat of his pants .

reference_raw: Several colored patches were neatly stitched around the seat of his trousers.

reference_spacy_tokens: Several colored patches were neatly stitched around the seat of his trousers .


fn_spacy_tokens_for_baseline: In practice this ordinance brought about little immediate change because it was introduced piecemeal into various districts .

source_bert_toks: in practice this ordinance brought about little immediate change because it was introduced piece ##me ##al into various districts .

reference_raw: In practice, this decree has caused little immediate change, since it has been introduced into different districts in piecemeal.

reference_spacy_tokens: In practice , this decree has caused little immediate change , since it has been introduced into different districts in piecemeal .


fn_spacy_tokens_for_baseline: Iran 's well - known Shahab missile is also believed to be capable of carrying chemical warheads , although it is uncertain warheads have been developed or tested .

source_bert_toks: iran ' s well - known shah ##ab missile is also believed to be capable of carrying chemical war ##heads , although it is uncertain war ##heads have been developed or tested .

reference_raw: Iran's well-known Shahab missile is also believed to be capable of carrying chemical warheads, although uncertain warheads have been developed or tried.

reference_spacy_tokens: Iran 's well - known Shahab missile is also believed to be capable of carrying chemical warheads , although uncertain warheads have been developed or tried .


fn_spacy_tokens_for_baseline: I toddled through the gate and made for the tree because it was studded all over with soft dark fruit .

source_bert_toks: i todd ##led through the gate and made for the tree because it was stud ##ded all over with soft dark fruit .

reference_raw: I toddled through the gate and made my way to the tree, for it was full of soft, dark fruit.

reference_spacy_tokens: I toddled through the gate and made my way to the tree , for it was full of soft , dark fruit .


fn_spacy_tokens_for_baseline: Zoe Baird has withdrawn her nomination as President Clinton 's Attorney - General after admitting hiring illegal immigrants to work at her home .

source_bert_toks: zoe baird has withdrawn her nomination as president clinton ' s attorney - general after admitting hiring illegal immigrants to work at her home .

reference_raw: Zoe Baird resigned her appointment as President Clinton's Attorney General after admitting that illegal immigrants were hired to work at her house.

reference_spacy_tokens: Zoe Baird resigned her appointment as President Clinton 's Attorney General after admitting that illegal immigrants were hired to work at her house .


fn_spacy_tokens_for_baseline: 6:50 a.m. CAROLG : I was just sitting down to meet with some new therapy clients , a couple , and the building started shaking like crazy .

source_bert_toks: 6 : 50 a . m . carol ##g : i was just sitting down to meet with some new therapy clients , a couple , and the building started shaking like crazy .

reference_raw: 6:50 in the morning, I sat down to meet some new therapists, a couple, and the building began to shake like a madman.

reference_spacy_tokens: 6:50 in the morning , I sat down to meet some new therapists , a couple , and the building began to shake like a madman .


fn_spacy_tokens_for_baseline: They would be free to have it removed whenever they chose , but would be rewarded with additional payments ( of , say , $ 30 ) for each month in which they kept it .

source_bert_toks: they would be free to have it removed whenever they chose , but would be rewarded with additional payments ( of , say , $ 30 ) for each month in which they kept it .

reference_raw: They could have it removed at any time, but they would be rewarded with additional payments (for example, 30 dollars) for each month in which they held it.

reference_spacy_tokens: They could have it removed at any time , but they would be rewarded with additional payments ( for example , 30 dollars ) for each month in which they held it .


fn_spacy_tokens_for_baseline: In the case of Dorling Kindersley , there is the prospect of strong profits growth from its existing businesses .

source_bert_toks: in the case of do ##rling kind ##ers ##ley , there is the prospect of strong profits growth from its existing businesses .

reference_raw: In the case of Dorling Kindersley, its existing companies have the prospect of a significant increase in profits.

reference_spacy_tokens: In the case of Dorling Kindersley , its existing companies have the prospect of a significant increase in profits .


fn_spacy_tokens_for_baseline: The real - life Cahill , who thrived in Dublin in the ' 80s and was gunned down in 1994 , was the most legendary criminal in modern Irish history .

source_bert_toks: the real - life ca ##hill , who thrive ##d in dublin in the ' 80s and was gunn ##ed down in 1994 , was the most legendary criminal in modern irish history .

reference_raw: Cahill, who prospered in Dublin in the '80s and was shot in 1994, was the most famous criminal in modern Irish history.

reference_spacy_tokens: Cahill , who prospered in Dublin in the ' 80s and was shot in 1994 , was the most famous criminal in modern Irish history .


fn_spacy_tokens_for_baseline: ' What the hell 's going on ? ' snarled Zack .

source_bert_toks: ' what the hell ' s going on ? ' snarled zack .

reference_raw: 'What the hell is going on here?' Zack snapped.

reference_spacy_tokens: ' What the hell is going on here ? ' Zack snapped .


fn_spacy_tokens_for_baseline: Sam McCready sat on the tailboard of the Range Rover in warm sunshine high above the Saale River and sipped coffee from a flask .

source_bert_toks: sam mcc ##rea ##dy sat on the tail ##board of the range rover in warm sunshine high above the sa ##ale river and sipped coffee from a fl ##ask .

reference_raw: Sam McCready was sitting on the tailboard of the Range Rover in the warm sunlight high above the Saale River, sipping coffee from a bottle.

reference_spacy_tokens: Sam McCready was sitting on the tailboard of the Range Rover in the warm sunlight high above the Saale River , sipping coffee from a bottle .


fn_spacy_tokens_for_baseline: The paper had to wait , It announced , ' until our much talked about ' profits ' materialize in the form of hard cash . '

source_bert_toks: the paper had to wait , it announced , ' until our much talked about ' profits ' material ##ize in the form of hard cash . '

reference_raw: The paper had to wait, he said, until a lot of our talk about "profits" materialised in hard money.

reference_spacy_tokens: The paper had to wait , he said , until a lot of our talk about " profits " materialised in hard money .


fn_spacy_tokens_for_baseline: For it will permit peaceful civilian use of nuclear power while avoiding the threat of proliferation and the possibility that terrorists might acquire a nuclear weapon or it might proliferate to some other irresponsible party and then endanger America or its allies .

source_bert_toks: for it will permit peaceful civilian use of nuclear power while avoiding the threat of proliferation and the possibility that terrorists might acquire a nuclear weapon or it might pro ##life ##rate to some other ir ##res ##pon ##sible party and then end ##anger america or its allies .

reference_raw: For it will allow peaceful civilian use of nuclear energy, while at the same time preventing the threat of proliferation and the possibility of terrorists acquiring a nuclear weapon or spreading it to another irresponsible party and then endangering America or its allies.

reference_spacy_tokens: For it will allow peaceful civilian use of nuclear energy , while at the same time preventing the threat of proliferation and the possibility of terrorists acquiring a nuclear weapon or spreading it to another irresponsible party and then endangering America or its allies .


fn_spacy_tokens_for_baseline: The crowds who flocked to listen to John 's preaching of repentance were baptised by him in the Jordan in penitent expectation of the age of fulfilment which he proclaimed .

source_bert_toks: the crowds who flock ##ed to listen to john ' s preaching of rep ##ent ##ance were baptised by him in the jordan in pen ##ite ##nt expectation of the age of fu ##lf ##il ##ment which he proclaimed .

reference_raw: The crowds who had flocked to listen to John's penance preaching had been baptized in Jordan in a penitent expectation of the age of fulfillment he had proclaimed.

reference_spacy_tokens: The crowds who had flocked to listen to John 's penance preaching had been baptized in Jordan in a penitent expectation of the age of fulfillment he had proclaimed .


fn_spacy_tokens_for_baseline: Dress not only covers and decorates the body but instils in the wearer its own characteristic strengths and weaknesses .

source_bert_toks: dress not only covers and decorate ##s the body but ins ##ti ##ls in the wear ##er its own characteristic strengths and weaknesses .

reference_raw: Dressing not only covers and decorates the body, but also inspires the wearer's specific strengths and weaknesses.

reference_spacy_tokens: Dressing not only covers and decorates the body , but also inspires the wearer 's specific strengths and weaknesses .


fn_spacy_tokens_for_baseline: As we were leaving the theatre , we had to wait for Dad to shake hands in the foyer with some dignitaries .

source_bert_toks: as we were leaving the theatre , we had to wait for dad to shake hands in the foyer with some dignitaries .

reference_raw: When we left the theater, we had to wait for Dad to shake hands with some dignitaries in the hall.

reference_spacy_tokens: When we left the theater , we had to wait for Dad to shake hands with some dignitaries in the hall .


fn_spacy_tokens_for_baseline: Of all the changes in the last two generations , only the great reservoirs of water for the industrial cities of the North and Midlands have added anything to the scene that one can contemplate without pain .

source_bert_toks: of all the changes in the last two generations , only the great reservoirs of water for the industrial cities of the north and midlands have added anything to the scene that one can con ##tem ##plate without pain .

reference_raw: Of all the changes in the past two generations, only the great water tanks of the industrial cities of the North and Midlands had added anything to the scene that could be contemplated without pain.

reference_spacy_tokens: Of all the changes in the past two generations , only the great water tanks of the industrial cities of the North and Midlands had added anything to the scene that could be contemplated without pain .


fn_spacy_tokens_for_baseline: It can only be dried out by diffusing it slowly through the tube walls .

source_bert_toks: it can only be dried out by di ##ff ##using it slowly through the tube walls .

reference_raw: It can only be dehydrated by spreading it slowly through the walls of the tube.

reference_spacy_tokens: It can only be dehydrated by spreading it slowly through the walls of the tube .


fn_spacy_tokens_for_baseline: Suddenly Jean recognised the face and turned away , nauseated and horrified .

source_bert_toks: suddenly jean recognised the face and turned away , nausea ##ted and horrified .

reference_raw: Suddenly Jean recognized his face and turned away, sick and frightened.

reference_spacy_tokens: Suddenly Jean recognized his face and turned away , sick and frightened .


fn_spacy_tokens_for_baseline: The catamaran 's stern slammed on rock and they heard , above the scream of the wind , the rudders shatter .

source_bert_toks: the cat ##ama ##ran ' s stern slammed on rock and they heard , above the scream of the wind , the rudder ##s shatter .

reference_raw: The catamaran's stern thumped against the rock, and they heard the rudders crash above the roar of the wind.

reference_spacy_tokens: The catamaran 's stern thumped against the rock , and they heard the rudders crash above the roar of the wind .


fn_spacy_tokens_for_baseline: The woman official from USAID living in the flat above purring over Campari about the servant problem .

source_bert_toks: the woman official from usa ##id living in the flat above pu ##rring over camp ##ari about the servant problem .

reference_raw: A female U.S.A.I.D. official living in an apartment overlooking Campari about a servant problem.

reference_spacy_tokens: A female U.S.A.I.D. official living in an apartment overlooking Campari about a servant problem .


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

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

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

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


fn_spacy_tokens_for_baseline: Money hinged on the fact .

source_bert_toks: money hi ##nged on the fact .

reference_raw: The money depended on the fact.

reference_spacy_tokens: The money depended on the fact .


fn_spacy_tokens_for_baseline: They simply tear at the flesh of the victim until the animal is weak from loss of blood , when they pull it over and start to devour it .

source_bert_toks: they simply tear at the flesh of the victim until the animal is weak from loss of blood , when they pull it over and start to dev ##our it .

reference_raw: They simply tear at the victim's body until the animal is weak from loss of blood, when they stop it and start eating it.

reference_spacy_tokens: They simply tear at the victim 's body until the animal is weak from loss of blood , when they stop it and start eating it .


fn_spacy_tokens_for_baseline: Saibol 's brother , Tepilit , was ready to die because he realized that he would never get justice .

source_bert_toks: sai ##bol ' s brother , te ##pi ##lit , was ready to die because he realized that he would never get justice .

reference_raw: Saibol's twin, Tepilit, was ready to die because he knew he would never get justice.

reference_spacy_tokens: Saibol 's twin , Tepilit , was ready to die because he knew he would never get justice .


fn_spacy_tokens_for_baseline: ' I do n't know whether Newman told you -- the victim was hung from a rope inside an old bell tower .

source_bert_toks: ' i don ' t know whether newman told you - - the victim was hung from a rope inside an old bell tower .

reference_raw: 'I don't know if Newman told you - the victim was hanged on a line in an old bell tower.

reference_spacy_tokens: ' I do n't know if Newman told you - the victim was hanged on a line in an old bell tower .


fn_spacy_tokens_for_baseline: Check the underside of the Brussels sprout plants for whitefly .

source_bert_toks: check the underside of the brussels sp ##rou ##t plants for white ##fly .

reference_raw: Check the bottom of the Brussels sprouts for whitefly.

reference_spacy_tokens: Check the bottom of the Brussels sprouts for whitefly .


fn_spacy_tokens_for_baseline: Its defence and enlargement in the new political circumstances of post - Conquest England represented a return to the aim of spreading Christian doctrine and discipline from a central monastic community .

source_bert_toks: its defence and en ##lar ##gement in the new political circumstances of post - conquest england represented a return to the aim of spreading christian doctrine and discipline from a central monastic community .

reference_raw: Its defense and expansion in the new political circumstances of post-conquest England were a return to the goal of spreading Christian doctrine and discipline from the central monastic community.

reference_spacy_tokens: Its defense and expansion in the new political circumstances of post - conquest England were a return to the goal of spreading Christian doctrine and discipline from the central monastic community .


fn_spacy_tokens_for_baseline: Argentina signs a $ 5.5 million contract to supply Iran with a new core for the research reactor at Tehran University and 20 % enriched uranium .

source_bert_toks: argentina signs a $ 5 . 5 million contract to supply iran with a new core for the research reactor at tehran university and 20 % enriched uranium .

reference_raw: Argentina has signed a five-and-a-half-million agreement to provide Iran with a new core for a research reactor at the University of Tehran and 20% enriched uranium.

reference_spacy_tokens: Argentina has signed a five - and - a - half - million agreement to provide Iran with a new core for a research reactor at the University of Tehran and 20 % enriched uranium .


fn_spacy_tokens_for_baseline: Twice , men went for long journeys across the snow .

source_bert_toks: twice , men went for long journeys across the snow .

reference_raw: Twice the men went on long trips through the snow.

reference_spacy_tokens: Twice the men went on long trips through the snow .


fn_spacy_tokens_for_baseline: The impact of bureaucratic strategies of control imposed on the enforcement job in a setting characterized by a high degree of personal autonomy is explored in Part II .

source_bert_toks: the impact of bureau ##cratic strategies of control imposed on the enforcement job in a setting characterized by a high degree of personal autonomy is explored in part ii .

reference_raw: Part II examines the impact of bureaucratic control strategies imposed on enforcement work in a context characterised by a high degree of personal autonomy.

reference_spacy_tokens: Part II examines the impact of bureaucratic control strategies imposed on enforcement work in a context characterised by a high degree of personal autonomy .


fn_spacy_tokens_for_baseline: The Edict of Pitres in 864 strongly suggests the combination of political and fiscal reasons behind Charles 's determination to keep control of markets : others , presumably local magnates , had been setting them up on their own initiative , but the king now decreed that such markets were to be banned unless they secured royal authorisation , and royal agents were told to keep lists of those so authorised .

source_bert_toks: the edict of pit ##res in 86 ##4 strongly suggests the combination of political and fiscal reasons behind charles ' s determination to keep control of markets : others , presumably local magnate ##s , had been setting them up on their own initiative , but the king now decreed that such markets were to be banned unless they secured royal author ##isation , and royal agents were told to keep lists of those so authorised .

reference_raw: The Edict of Pitres in 864 strongly suggests that there is a combination of political and fiscal reasons behind Charles's decision to maintain control of the markets: others, probably local magnates, were set up on their own initiative, but the King has now decided that these markets should be banned if they do not obtain royal approval, and royal agents have been instructed to keep a list of those authorised.

reference_spacy_tokens: The Edict of Pitres in 864 strongly suggests that there is a combination of political and fiscal reasons behind Charles 's decision to maintain control of the markets : others , probably local magnates , were set up on their own initiative , but the King has now decided that these markets should be banned if they do not obtain royal approval , and royal agents have been instructed to keep a list of those authorised .


fn_spacy_tokens_for_baseline: On other occasions a wind suddenly blew from a direction which made recording trains on the climb from Shepton Mallet impossible , or a sudden rain storm blew up at an inopportune moment .

source_bert_toks: on other occasions a wind suddenly blew from a direction which made recording trains on the climb from she ##pton mall ##et impossible , or a sudden rain storm blew up at an in ##op ##port ##une moment .

reference_raw: On other occasions, a sudden wind blew in a direction that made it impossible to record trains climbing out of Shepton Mallet, or a sudden rainstorm erupted at an inappropriate moment.

reference_spacy_tokens: On other occasions , a sudden wind blew in a direction that made it impossible to record trains climbing out of Shepton Mallet , or a sudden rainstorm erupted at an inappropriate moment .


fn_spacy_tokens_for_baseline: A very popular day - trip from Guangzhou goes to Foshan , a city of nearly 300,000 people , renowned for its handicrafts for more than a thousand years .

source_bert_toks: a very popular day - trip from guangzhou goes to f ##osh ##an , a city of nearly 300 , 000 people , renowned for its hand ##ic ##raf ##ts for more than a thousand years .

reference_raw: It's a very favorite day - a trip from Guangzhou to Foshan, a city of almost 300,000 people, famous for its crafts for over a thousand years.

reference_spacy_tokens: It 's a very favorite day - a trip from Guangzhou to Foshan , a city of almost 300,000 people , famous for its crafts for over a thousand years .


fn_spacy_tokens_for_baseline: This school of thought has ample evidence to support its claims : North Korea 's initiation of the Korean War , acts of terrorism , forward - deployed military forces , a constitution that states that the DPRK is the sole legitimate government for all of Korea , and Korean Workers ' Party bylaws calling for a " completion of the revolution in the south . "

source_bert_toks: this school of thought has ample evidence to support its claims : north korea ' s initiation of the korean war , acts of terrorism , forward - deployed military forces , a constitution that states that the d ##pr ##k is the sole legitimate government for all of korea , and korean workers ' party by ##law ##s calling for a " completion of the revolution in the south . "

reference_raw: This school of thought has a lot of evidence to support its claims: North Korea's opening of the Korean War, terrorist attacks, forward - the deployment of troops, a constitution that states that the DPRK is the only legitimate government of all Korea, and the Korean Workers' Party's laws calling for "the completion of the South Revolution."

reference_spacy_tokens: This school of thought has a lot of evidence to support its claims : North Korea 's opening of the Korean War , terrorist attacks , forward - the deployment of troops , a constitution that states that the DPRK is the only legitimate government of all Korea , and the Korean Workers ' Party 's laws calling for " the completion of the South Revolution . "


fn_spacy_tokens_for_baseline: Miss Kenton was still waiting for me in the hallway and we ascended through the house in silence .

source_bert_toks: miss kenton was still waiting for me in the hallway and we ascended through the house in silence .

reference_raw: Miss Kenton was still waiting for me in the corridor, and we walked silently through the house.

reference_spacy_tokens: Miss Kenton was still waiting for me in the corridor , and we walked silently through the house .


fn_spacy_tokens_for_baseline: He must draw deductions about what he thinks took place from the evidence that is presented to him .

source_bert_toks: he must draw de ##duction ##s about what he thinks took place from the evidence that is presented to him .

reference_raw: On the basis of the evidence presented to him, he must deduct from what he believes has been done.

reference_spacy_tokens: On the basis of the evidence presented to him , he must deduct from what he believes has been done .


fn_spacy_tokens_for_baseline: Who are these smart types in suits from Next and nice shiny shoes from Freeman Hardy Willis ?

source_bert_toks: who are these smart types in suits from next and nice shiny shoes from freeman hardy willis ?

reference_raw: Who are the smart guys in the Next and Nice Glory Shoes of Freeman Hardy Willis?

reference_spacy_tokens: Who are the smart guys in the Next and Nice Glory Shoes of Freeman Hardy Willis ?


fn_spacy_tokens_for_baseline: The barn was built parallel to the ridge of the bank , being entered at high level on the uphill side .

source_bert_toks: the barn was built parallel to the ridge of the bank , being entered at high level on the up ##hill side .

reference_raw: The stable was built parallel to the edge of the bank and was entered at a high level on the side of the hill.

reference_spacy_tokens: The stable was built parallel to the edge of the bank and was entered at a high level on the side of the hill .


fn_spacy_tokens_for_baseline: After a while he heard the others move , heard Rufus take a great slurp of wine before they padded barefoot into the house and up the stairs to the Centaur Room .

source_bert_toks: after a while he heard the others move , heard rufus take a great sl ##ur ##p of wine before they padded barefoot into the house and up the stairs to the cent ##aur room .

reference_raw: After a while he heard the others moving, heard Rufus sipping his wine, then padded barefoot into the house and up the steps to the centaur room.

reference_spacy_tokens: After a while he heard the others moving , heard Rufus sipping his wine , then padded barefoot into the house and up the steps to the centaur room .


fn_spacy_tokens_for_baseline: Earlier this year , some 70 U.S. congressmen sent a letter to U. S. President Bill Clinton , calling for an end to the humanitarian crisis in Iraq by having the sanctions lifted .

source_bert_toks: earlier this year , some 70 u . s . congress ##men sent a letter to u . s . president bill clinton , calling for an end to the humanitarian crisis in iraq by having the sanctions lifted .

reference_raw: Earlier this year, about 70 U.S. Congressmen sent a letter to US President Bill Clinton, demanding the end of the humanitarian crisis in Iraq by lifting sanctions.

reference_spacy_tokens: Earlier this year , about 70 U.S. Congressmen sent a letter to US President Bill Clinton , demanding the end of the humanitarian crisis in Iraq by lifting sanctions .


fn_spacy_tokens_for_baseline: ' On second thought , I think we 'll go back to the restaurant and sit in their cellar with the other sensible people .

source_bert_toks: ' on second thought , i think we ' ll go back to the restaurant and sit in their cellar with the other sensible people .

reference_raw: On the other hand, I think we should go back to the restaurant and sit in their basement with other reasonable people.

reference_spacy_tokens: On the other hand , I think we should go back to the restaurant and sit in their basement with other reasonable people .


fn_spacy_tokens_for_baseline: It later transpired that in the days immediately preceding the budget he had found time to eat only once -- a poached egg at the Lyons Corner House which was then opposite the House of Commons .

source_bert_toks: it later trans ##pired that in the days immediately preceding the budget he had found time to eat only once - - a po ##ache ##d egg at the lyons corner house which was then opposite the house of commons .

reference_raw: It later turned out that, in the days immediately preceding the budget, he had found time to eat only once - a poached egg in the corner of Lyons, which was then opposite the House of Commons.

reference_spacy_tokens: It later turned out that , in the days immediately preceding the budget , he had found time to eat only once - a poached egg in the corner of Lyons , which was then opposite the House of Commons .


fn_spacy_tokens_for_baseline: There was a smell of lemon like bath - salts and she could hear the slap , slap , slap of flesh against flesh as somebody tried to stimulate her circulation .

source_bert_toks: there was a smell of lemon like bath - salts and she could hear the slap , slap , slap of flesh against flesh as somebody tried to stimulate her circulation .

reference_raw: There was the smell of lemon, like bath salts, and as someone tried to stimulate her circulation, she heard the slamming and thudding of flesh against flesh.

reference_spacy_tokens: There was the smell of lemon , like bath salts , and as someone tried to stimulate her circulation , she heard the slamming and thudding of flesh against flesh .


fn_spacy_tokens_for_baseline: The secret deliberations of the Eisenhower administration show that allied ( and especially British ) advice and thinking received more attention than was realized at the time .

source_bert_toks: the secret del ##ibe ##rations of the eisenhower administration show that allied ( and especially british ) advice and thinking received more attention than was realized at the time .

reference_raw: The secret meetings of the Eisenhower administration show that allied (and especially British) counselling and thinking received more attention than was realized at the time.

reference_spacy_tokens: The secret meetings of the Eisenhower administration show that allied ( and especially British ) counselling and thinking received more attention than was realized at the time .


fn_spacy_tokens_for_baseline: The labour director in steel and coal firms is a member of the management board which controls the day - to - day operations of the firm ( the other members being the production and business managers ) .

source_bert_toks: the labour director in steel and coal firms is a member of the management board which controls the day - to - day operations of the firm ( the other members being the production and business managers ) .

reference_raw: The CEO of steel and coal companies is a member of the management board that controls the day-to-day operations of the company (the other members are production and business managers).

reference_spacy_tokens: The CEO of steel and coal companies is a member of the management board that controls the day - to - day operations of the company ( the other members are production and business managers ) .


fn_spacy_tokens_for_baseline: THOUGH , INITIALLY at least , The Complete Picture will be welcomed automatically and without irony by multitudes of intellectually challenged Smiths - buffs , even their seemingly endless capacity for sub - standard product should be sorely tested by its content .

source_bert_toks: though , initially at least , the complete picture will be welcomed automatically and without irony by multitude ##s of intellectual ##ly challenged smith ##s - buff ##s , even their seemingly endless capacity for sub - standard product should be sore ##ly tested by its content .

reference_raw: THOUGH, INITIALY, at least, The Complete Image will be welcomed automatically and without irony by many intellectually challenged Smiths-Buffs, even their seemingly infinite capacity for substandard products should be sorely tested in terms of content.

reference_spacy_tokens: THOUGH , INITIALY , at least , The Complete Image will be welcomed automatically and without irony by many intellectually challenged Smiths - Buffs , even their seemingly infinite capacity for substandard products should be sorely tested in terms of content .


fn_spacy_tokens_for_baseline: All 32 of the low - cost , semi - detached and terraced homes at The Elms , in Marton Grove , have been snapped up and there is a lengthy waiting list should any of the prospective buyers pull out .

source_bert_toks: all 32 of the low - cost , semi - detached and terrace ##d homes at the elm ##s , in mart ##on grove , have been snapped up and there is a lengthy waiting list should any of the prospective buyers pull out .

reference_raw: All 32 cheap, semi-detached and terraced houses in the Elms, Marton Grove, have been dismantled and there is a long waiting list if any of the potential buyers pull out.

reference_spacy_tokens: All 32 cheap , semi - detached and terraced houses in the Elms , Marton Grove , have been dismantled and there is a long waiting list if any of the potential buyers pull out .


fn_spacy_tokens_for_baseline: Purple moor grass , which forms the pale - fawn undercarpet of the scattered birch woodlands of such wetlands as the Lancashire mosses and Hatfield Chase was popular for cattle bedding .

source_bert_toks: purple moor grass , which forms the pale - fa ##wn under ##car ##pet of the scattered birch woodlands of such wetlands as the lancashire moss ##es and hatfield chase was popular for cattle bed ##ding .

reference_raw: Purple moor grass, a pale-fawn undercarpet of scattered birch forests such as the Lancashire mosses and Hatfield Chase, was popular with cattle beds.

reference_spacy_tokens: Purple moor grass , a pale - fawn undercarpet of scattered birch forests such as the Lancashire mosses and Hatfield Chase , was popular with cattle beds .


fn_spacy_tokens_for_baseline: In the torrent of replies that followed , one woman ringer from Solihull observed that " the average male ringer leaves quite a lot to be desired : badly dressed , decorated with acne and a large beer - belly , frequently unwashed and unbearably flatulent in peals .

source_bert_toks: in the torre ##nt of replies that followed , one woman ring ##er from sol ##ih ##ull observed that " the average male ring ##er leaves quite a lot to be desired : badly dressed , decorated with ac ##ne and a large beer - belly , frequently un ##washed and un ##be ##ara ##bly flat ##ulent in pea ##ls .

reference_raw: In the rush of answers that followed, one of Solihull's ringers remarked that "the average male ringer leaves quite a lot to be desired: ill-dressed, decorated with acne and a large beer belly, often unwashed and unbearably flatulent in peals.

reference_spacy_tokens: In the rush of answers that followed , one of Solihull 's ringers remarked that " the average male ringer leaves quite a lot to be desired : ill - dressed , decorated with acne and a large beer belly , often unwashed and unbearably flatulent in peals .