fn_spacy_tokens_for_baseline: By this time , 1940 , the German army had overrun France , and in Europe the normal assessment of new drugs was made subordinate to military needs .

source_bert_toks: by this time , 1940 , the german army had overrun france , and in europe the normal assessment of new drugs was made subordinate to military needs .

reference_raw: By that time, in 1940, the German army had overpowered France, and in Europe the normal assessment of new drugs was subject to military needs.

reference_spacy_tokens: By that time , in 1940 , the German army had overpowered France , and in Europe the normal assessment of new drugs was subject to military needs .


fn_spacy_tokens_for_baseline: He looked as though by being born he had sapped his mother 's strength and left her a used - up husk .

source_bert_toks: he looked as though by being born he had sap ##ped his mother ' s strength and left her a used - up hu ##sk .

reference_raw: When he was born, he seemed to have drained his mother's power and left her an exhausted shell.

reference_spacy_tokens: When he was born , he seemed to have drained his mother 's power and left her an exhausted shell .


fn_spacy_tokens_for_baseline: The PRC is reportedly providing Iranian nuclear experts with know - how and design information , some of which may be related to fissile material production and weapons development ( 6930 ) .

source_bert_toks: the prc is reportedly providing iranian nuclear experts with know - how and design information , some of which may be related to fis ##sil ##e material production and weapons development ( 69 ##30 ) .

reference_raw: The PRC is reportedly supplying know-how and design information to Iranian nuclear experts, some of which may be related to the production of fissile materials and the development of weapons (6930).

reference_spacy_tokens: The PRC is reportedly supplying know - how and design information to Iranian nuclear experts , some of which may be related to the production of fissile materials and the development of weapons ( 6930 ) .


fn_spacy_tokens_for_baseline: We should be alert for the side - effects of critical doubt .

source_bert_toks: we should be alert for the side - effects of critical doubt .

reference_raw: We should be wary of the side effects of critical doubt.

reference_spacy_tokens: We should be wary of the side effects of critical doubt .


fn_spacy_tokens_for_baseline: The Gulf Families Association has now wound up but Mr Lloyd still takes an active role in the Gulf Crisis Line . a counselling charity for servicemen and their families .

source_bert_toks: the gulf families association has now wound up but mr lloyd still takes an active role in the gulf crisis line . a counsel ##ling charity for servicemen and their families .

reference_raw: The Gulf Family Association has just ended, but Mr. Lloyd continues to play a proactive role in the Gulf Crisis Line, a charity consultant for servicemen and their families.

reference_spacy_tokens: The Gulf Family Association has just ended , but Mr. Lloyd continues to play a proactive role in the Gulf Crisis Line , a charity consultant for servicemen and their families .


fn_spacy_tokens_for_baseline: Tell me , then ! she urged silently , when he allowed the silence to fall between them .

source_bert_toks: tell me , then ! she urged silently , when he allowed the silence to fall between them .

reference_raw: So tell me! she said quietly as he let the silence fall between them.

reference_spacy_tokens: So tell me ! she said quietly as he let the silence fall between them .


fn_spacy_tokens_for_baseline: Enclosed is a donation card that will enable you to make Indianapolis a great place for ALL of us to live .

source_bert_toks: enclosed is a donation card that will enable you to make indianapolis a great place for all of us to live .

reference_raw: Enclosed is a gift card that will allow you to make Indianapolis the perfect place for all of us to live.

reference_spacy_tokens: Enclosed is a gift card that will allow you to make Indianapolis the perfect place for all of us to live .


fn_spacy_tokens_for_baseline: The Socialists need to redefine themselves as a definitively ex - Marxist party that is nevertheless keener on social fairness ( and better at keeping Greece green and clean ) than its conservative rival .

source_bert_toks: the socialists need to red ##ef ##ine themselves as a definitive ##ly ex - marxist party that is nevertheless keen ##er on social fairness ( and better at keeping greece green and clean ) than its conservative rival .

reference_raw: Socialists must re-define themselves as a final ex-Marxist party, who is nevertheless more interested in social justice (and better at keeping Greece green and clean) than their conservative rival.

reference_spacy_tokens: Socialists must re - define themselves as a final ex - Marxist party , who is nevertheless more interested in social justice ( and better at keeping Greece green and clean ) than their conservative rival .


fn_spacy_tokens_for_baseline: The compliment slightly displeased him .

source_bert_toks: the compliment slightly di ##sp ##lea ##sed him .

reference_raw: He didn't like the compliment.

reference_spacy_tokens: He did n't like the compliment .


fn_spacy_tokens_for_baseline: Then , at about 16.45 , the deluge of shells suddenly ceased .

source_bert_toks: then , at about 16 . 45 , the del ##uge of shells suddenly ceased .

reference_raw: Then, at approximately 16.45 p.m., the flood of shells suddenly stopped.

reference_spacy_tokens: Then , at approximately 16.45 p.m. , the flood of shells suddenly stopped .


fn_spacy_tokens_for_baseline: THE sickened owner of a horse which was attacked in its stable at Newton Bewley , near Hartlepool , is appealing for help in tracking down the thugs responsible .

source_bert_toks: the sick ##ened owner of a horse which was attacked in its stable at newton be ##wley , near hart ##le ##pool , is appealing for help in tracking down the thugs responsible .

reference_raw: The repulsive owner of the horse that was attacked in his stable at Newton Bewley, near Hartlepool, is appealing for help in tracking down the criminals responsible.

reference_spacy_tokens: The repulsive owner of the horse that was attacked in his stable at Newton Bewley , near Hartlepool , is appealing for help in tracking down the criminals responsible .


fn_spacy_tokens_for_baseline: India also agreed to sell Iran phosphorous pentasulfide , a dual - use chemical used in the production of pesticides as well as the nerve agent VX .

source_bert_toks: india also agreed to sell iran ph ##os ##ph ##orous pen ##tas ##ulf ##ide , a dual - use chemical used in the production of pest ##icides as well as the nerve agent v ##x .

reference_raw: India has also agreed to sell Iran phosphorous pentasulfide, a dual-use substance used in the manufacture of pesticides and a VX nerve agent.

reference_spacy_tokens: India has also agreed to sell Iran phosphorous pentasulfide , a dual - use substance used in the manufacture of pesticides and a VX nerve agent .


fn_spacy_tokens_for_baseline: The guard biked down the drive and checked it out . '

source_bert_toks: the guard bike ##d down the drive and checked it out . '

reference_raw: The guard wheeled down the driveway and checked it out.'

reference_spacy_tokens: The guard wheeled down the driveway and checked it out . '


fn_spacy_tokens_for_baseline: Guards at the military airport said two bombs struck outside the base and three exploded inside shortly after dawn .

source_bert_toks: guards at the military airport said two bombs struck outside the base and three exploded inside shortly after dawn .

reference_raw: Guards at the military airfield say two bombs hit outside the base and three of them blew up inside just after dawn.

reference_spacy_tokens: Guards at the military airfield say two bombs hit outside the base and three of them blew up inside just after dawn .


fn_spacy_tokens_for_baseline: The stairs were brushed , but pocked with scraps of eggshell and solidified tissues .

source_bert_toks: the stairs were brushed , but po ##cked with scrap ##s of eggs ##hell and solid ##ified tissues .

reference_raw: The stairwells were scrubbed, but filled with scraps of shells and solid tissue.

reference_spacy_tokens: The stairwells were scrubbed , but filled with scraps of shells and solid tissue .


fn_spacy_tokens_for_baseline: Tony 's Beaver still has its original inertia starter using a comparatively weak electric motor to spin a small flywheel up to high rpm , when the stored energy rotates the engine .

source_bert_toks: tony ' s beaver still has its original in ##ert ##ia starter using a comparatively weak electric motor to spin a small fly ##wheel up to high rpm , when the stored energy rotate ##s the engine .

reference_raw: Tony's Beaver still has his original inertia starter, using a relatively weak electric motor to turn a small flywheel up to a high rpm when the stored energy turns the engine.

reference_spacy_tokens: Tony 's Beaver still has his original inertia starter , using a relatively weak electric motor to turn a small flywheel up to a high rpm when the stored energy turns the engine .


fn_spacy_tokens_for_baseline: Quinn hefted the pack in his hands .

source_bert_toks: quinn he ##fted the pack in his hands .

reference_raw: Quinn hefted the bag.

reference_spacy_tokens: Quinn hefted the bag .


fn_spacy_tokens_for_baseline: A Golden Key director had agreed to reinstate the cards ' validity for Sutton Hall clients .

source_bert_toks: a golden key director had agreed to reins ##tate the cards ' validity for sutton hall clients .

reference_raw: The Golden Key Director has agreed to renew the validity of the cards to Sutton Hall clients.

reference_spacy_tokens: The Golden Key Director has agreed to renew the validity of the cards to Sutton Hall clients .


fn_spacy_tokens_for_baseline: Until the Revolution and its single method of execution France , like England , dispatched its upper class offenders by means of decapitation and eliminated many common criminals by hanging .

source_bert_toks: until the revolution and its single method of execution france , like england , dispatched its upper class offenders by means of dec ##ap ##itation and eliminated many common criminals by hanging .

reference_raw: Until the revolution and its single method of execution, France, like England, sent its upper class offenders to decapitate and exterminated many ordinary criminals by hanging.

reference_spacy_tokens: Until the revolution and its single method of execution , France , like England , sent its upper class offenders to decapitate and exterminated many ordinary criminals by hanging .


fn_spacy_tokens_for_baseline: He wore Marks and Spencer boxer shorts , a pair of rubber flip - flops , and thirty - six hours of silver bristle on his cheeks .

source_bert_toks: he wore marks and spencer boxer shorts , a pair of rubber flip - flop ##s , and thirty - six hours of silver br ##istle on his cheeks .

reference_raw: He was wearing Marks and Spencer's boxer shorts, two rubber flip-offs, and thirty-six hours of silver bristle on his cheeks.

reference_spacy_tokens: He was wearing Marks and Spencer 's boxer shorts , two rubber flip - offs , and thirty - six hours of silver bristle on his cheeks .


fn_spacy_tokens_for_baseline: It was too dark and he was too afraid , or his conscience troubled him , or it was a combination of the two and so he hung back .

source_bert_toks: it was too dark and he was too afraid , or his conscience troubled him , or it was a combination of the two and so he hung back .

reference_raw: It was too dark, and he was too scared, or his conscience bothered him, or the combination of the two, and he hung back.

reference_spacy_tokens: It was too dark , and he was too scared , or his conscience bothered him , or the combination of the two , and he hung back .


fn_spacy_tokens_for_baseline: The bitter taste of slavery is always in the background .

source_bert_toks: the bitter taste of slavery is always in the background .

reference_raw: The bitter taste of slavery is still in the background.

reference_spacy_tokens: The bitter taste of slavery is still in the background .


fn_spacy_tokens_for_baseline: Pressure for Hawke to resign increased in mid - December , with several delegations of senior ALP figures informing him that he could no longer count on the support of a majority of the parliamentary caucus .

source_bert_toks: pressure for hawke to resign increased in mid - december , with several delegation ##s of senior al ##p figures informing him that he could no longer count on the support of a majority of the parliamentary caucus .

reference_raw: The pressure on Hawke to resign in mid-December increased, and several delegations of senior ALP figures informed him that he could no longer rely on the support of a majority of the parliamentary caucus.

reference_spacy_tokens: The pressure on Hawke to resign in mid - December increased , and several delegations of senior ALP figures informed him that he could no longer rely on the support of a majority of the parliamentary caucus .


fn_spacy_tokens_for_baseline: I tipped about half of the cash into the box and then took a couple of shirts from the second bag and laid them on top of the remaining cash .

source_bert_toks: i tipped about half of the cash into the box and then took a couple of shirts from the second bag and laid them on top of the remaining cash .

reference_raw: I tipped about half the money into the box, then took a few shirts from the other bag and put them on top of the rest of the money.

reference_spacy_tokens: I tipped about half the money into the box , then took a few shirts from the other bag and put them on top of the rest of the money .


fn_spacy_tokens_for_baseline: In Russia the war aroused no more than a brief flicker of patriotic enthusiasm : years of nationalist propaganda under the last two tsars failed to bear fruit .

source_bert_toks: in russia the war aroused no more than a brief flicker of patriotic enthusiasm : years of nationalist propaganda under the last two tsar ##s failed to bear fruit .

reference_raw: In Russia, the war was no more than a short flicker of patriotic enthusiasm: the years of nationalist propaganda under the last two tsars had failed to bear fruit.

reference_spacy_tokens: In Russia , the war was no more than a short flicker of patriotic enthusiasm : the years of nationalist propaganda under the last two tsars had failed to bear fruit .


fn_spacy_tokens_for_baseline: In 1576 Pope Gregory XIII created the Macau diocese , covering all of China and Japan .

source_bert_toks: in 157 ##6 pope gregory xiii created the macau diocese , covering all of china and japan .

reference_raw: ln 1576, Pope Gregory XIII created a Macau diocese that covers all of China and Japan.

reference_spacy_tokens: ln 1576 , Pope Gregory XIII created a Macau diocese that covers all of China and Japan .


fn_spacy_tokens_for_baseline: My mother and I were evacuees in Cumberland , a few hundred miles north .

source_bert_toks: my mother and i were eva ##cu ##ees in cumberland , a few hundred miles north .

reference_raw: My mother and I were evacuated in Cumberland, a couple of hundred miles to the south.

reference_spacy_tokens: My mother and I were evacuated in Cumberland , a couple of hundred miles to the south .


fn_spacy_tokens_for_baseline: Doctors are worried that women turning to prostitution to finance the habit are at risk of contracting Aids .

source_bert_toks: doctors are worried that women turning to prostitution to finance the habit are at risk of contracting aids .

reference_raw: Doctors are concerned that women who turn to prostitution to finance their habits are in danger of contracting AIDS.

reference_spacy_tokens: Doctors are concerned that women who turn to prostitution to finance their habits are in danger of contracting AIDS .


fn_spacy_tokens_for_baseline: Upon learning her name , Cortes had her christened as Dona Marina , and she became known to everyone by that name , although her Aztec name was Malintzin , which possibly the Spaniards pronounced Malinche , so she was also called by this name .

source_bert_toks: upon learning her name , cortes had her christ ##ened as dona marina , and she became known to everyone by that name , although her aztec name was mali ##nt ##zin , which possibly the spaniards pronounced mali ##nche , so she was also called by this name .

reference_raw: When Cortes had learned her title, she had been baptized as Dona Marina, and everyone had known her by it, though her Aztec was Malintzin, which the Spanish might have called Malinche, and so it was called.

reference_spacy_tokens: When Cortes had learned her title , she had been baptized as Dona Marina , and everyone had known her by it , though her Aztec was Malintzin , which the Spanish might have called Malinche , and so it was called .


fn_spacy_tokens_for_baseline: A protesting Maltote was roused and ordered to ride as fast as he could to the royal camp outside Bedford .

source_bert_toks: a protesting mal ##to ##te was rouse ##d and ordered to ride as fast as he could to the royal camp outside bedford .

reference_raw: The protesting Maltote had been awakened and instructed to ride as quickly as possible to the royal encampment outside Bedford.

reference_spacy_tokens: The protesting Maltote had been awakened and instructed to ride as quickly as possible to the royal encampment outside Bedford .


fn_spacy_tokens_for_baseline: He saw him throw the noose towards him .

source_bert_toks: he saw him throw the no ##ose towards him .

reference_raw: He saw the noose swing toward him.

reference_spacy_tokens: He saw the noose swing toward him .


fn_spacy_tokens_for_baseline: During tropical rainy seasons when rivers flood and spread muddy waters over the land , the Amazon River dolphin ranges miles from the river bed seeking fish .

source_bert_toks: during tropical rainy seasons when rivers flood and spread muddy waters over the land , the amazon river dolphin ranges miles from the river bed seeking fish .

reference_raw: During the tropical rainy seasons, when rivers flood and spill muddy waters across the land, the Amazon River dolphin is miles from the bottom of the river looking for fish.

reference_spacy_tokens: During the tropical rainy seasons , when rivers flood and spill muddy waters across the land , the Amazon River dolphin is miles from the bottom of the river looking for fish .


fn_spacy_tokens_for_baseline: Tuesday 's rout of a GOP congressional hopeful in a Mississippi district that has n't backed a Democratic presidential candidate since Adlai Stevenson is another reminder that , at least at the federal level , political " ticket splitting " has been on the rise over the past half century .

source_bert_toks: tuesday ' s ro ##ut of a go ##p congressional hopeful in a mississippi district that hasn ' t backed a democratic presidential candidate since ad ##lai stevenson is another reminder that , at least at the federal level , political " ticket splitting " has been on the rise over the past half century .

reference_raw: Tuesday's round of government congressional hopes in the Mississippi precinct, which has not supported a democratic presidential candidate after Adlai Stevenson, is another reminder that political "ticket split" has risen in the last half-century, at least at the federal level.

reference_spacy_tokens: Tuesday 's round of government congressional hopes in the Mississippi precinct , which has not supported a democratic presidential candidate after Adlai Stevenson , is another reminder that political " ticket split " has risen in the last half - century , at least at the federal level .


fn_spacy_tokens_for_baseline: The second refers to the degree of formality in the physical arrangements and court room atmosphere ; the major obstacle here is seen as the adversarial system of examining and cross - examining witnesses ( JUSTICE , 1987 ) .

source_bert_toks: the second refers to the degree of formal ##ity in the physical arrangements and court room atmosphere ; the major obstacle here is seen as the ad ##vers ##aria ##l system of examining and cross - examining witnesses ( justice , 1987 ) .

reference_raw: The second refers to the degree of formality of the physical structure and the atmosphere of the court; the main obstacle is considered to be the opposing system for the examination and cross-examination of witnesses (JUSTICE, 1987).

reference_spacy_tokens: The second refers to the degree of formality of the physical structure and the atmosphere of the court ; the main obstacle is considered to be the opposing system for the examination and cross - examination of witnesses ( JUSTICE , 1987 ) .


fn_spacy_tokens_for_baseline: Growth continued for ten years , and by 1915 the town had telephones , round - the - clock electricity , and a growing population -- many of whom worked in the railroad repair shop .

source_bert_toks: growth continued for ten years , and by 1915 the town had telephone ##s , round - the - clock electricity , and a growing population - - many of whom worked in the railroad repair shop .

reference_raw: It continued to grow for ten years, and by 1915 the city had telephones, round-the-clock electricity, and a growing population - many of them worked in a railway repair shop.

reference_spacy_tokens: It continued to grow for ten years , and by 1915 the city had telephones , round - the - clock electricity , and a growing population - many of them worked in a railway repair shop .


fn_spacy_tokens_for_baseline: In their communique , the finance ministers could usefully point out that the current despair over eastern Germany is overdone .

source_bert_toks: in their com ##mun ##ique , the finance ministers could useful ##ly point out that the current despair over eastern germany is over ##don ##e .

reference_raw: In their communiqué, finance ministers could usefully point out that the current desperation in East Germany is overdue.

reference_spacy_tokens: In their communique , finance ministers could usefully point out that the current desperation in East Germany is overdue .


fn_spacy_tokens_for_baseline: I 'm not sure what is going to happen .

source_bert_toks: i ' m not sure what is going to happen .

reference_raw: I don't know what happens.

reference_spacy_tokens: I do n't know what happens .


fn_spacy_tokens_for_baseline: How they murdered him I do not know , save that it was Murillo 's hand who struck him down , for Lopez had remained to guard me .

source_bert_toks: how they murdered him i do not know , save that it was mu ##rill ##o ' s hand who struck him down , for lopez had remained to guard me .

reference_raw: I don't know how he was killed, except that it was Murillo's hand that hit him, because Lopez stayed to protect me.

reference_spacy_tokens: I do n't know how he was killed , except that it was Murillo 's hand that hit him , because Lopez stayed to protect me .


fn_spacy_tokens_for_baseline: Fire crews tackling the blaze were hampered by exploding gas canisters .

source_bert_toks: fire crews tack ##ling the blaze were hampered by exploding gas can ##ister ##s .

reference_raw: Firefighters fighting the fire were hampered by the explosion of gas canisters.

reference_spacy_tokens: Firefighters fighting the fire were hampered by the explosion of gas canisters .


fn_spacy_tokens_for_baseline: He was desperate to escape this appalling interview .

source_bert_toks: he was desperate to escape this app ##all ##ing interview .

reference_raw: He was desperate to get away from this terrible conversation.

reference_spacy_tokens: He was desperate to get away from this terrible conversation .


fn_spacy_tokens_for_baseline: If we wish to be serious about American education , we know exactly what to do -- and , just as important , what not to do .

source_bert_toks: if we wish to be serious about american education , we know exactly what to do - - and , just as important , what not to do .

reference_raw: If we want to take American training seriously, we know exactly what to do - and, equally importantly, what not to do.

reference_spacy_tokens: If we want to take American training seriously , we know exactly what to do - and , equally importantly , what not to do .


fn_spacy_tokens_for_baseline: One Croat student said : ' On the day of the referendum I was woken up very early in the morning .

source_bert_toks: one cr ##oat student said : ' on the day of the referendum i was woken up very early in the morning .

reference_raw: One of the Croatian students said, "I was awakened very early on the day of the referendum.

reference_spacy_tokens: One of the Croatian students said , " I was awakened very early on the day of the referendum .


fn_spacy_tokens_for_baseline: Let him wonder about her mood , she thought , refusing to feel contrite .

source_bert_toks: let him wonder about her mood , she thought , refusing to feel con ##tri ##te .

reference_raw: Let him think of her mood, she thought, refusing to feel sorry for herself.

reference_spacy_tokens: Let him think of her mood , she thought , refusing to feel sorry for herself .


fn_spacy_tokens_for_baseline: Further details about the motivation and organizational structure of the terrorist groups most likely to carry out CBW attacks are provided in the next two pages . ( The specific capabilities required to acquire and deliver biological agents are discussed in subsequent chapters . )

source_bert_toks: further details about the motivation and organizational structure of the terrorist groups most likely to carry out cb ##w attacks are provided in the next two pages . ( the specific capabilities required to acquire and deliver biological agents are discussed in subsequent chapters . )

reference_raw: Further details on the motivation and organisational structure of terrorist groups most likely to carry out CBW attacks can be found in the following two pages. (The specific capabilities necessary for the acquisition and delivery of biological agents are discussed in the following chapters.)

reference_spacy_tokens: Further details on the motivation and organisational structure of terrorist groups most likely to carry out CBW attacks can be found in the following two pages . ( The specific capabilities necessary for the acquisition and delivery of biological agents are discussed in the following chapters . )


fn_spacy_tokens_for_baseline: Standing side by side , looking out over the gardens twinkling with lights , Sophie wondered why she felt remote from any romantic interest in her companion .

source_bert_toks: standing side by side , looking out over the gardens twin ##kling with lights , sophie wondered why she felt remote from any romantic interest in her companion .

reference_raw: As Sophie stood side by side, looking out over the gardens, blinking with lights, she wondered why she felt distant from any romantic interest in her companion.

reference_spacy_tokens: As Sophie stood side by side , looking out over the gardens , blinking with lights , she wondered why she felt distant from any romantic interest in her companion .


fn_spacy_tokens_for_baseline: The aircraft landed at Cannon International Airport and were taxied down city streets to the auction site .

source_bert_toks: the aircraft landed at cannon international airport and were taxi ##ed down city streets to the auction site .

reference_raw: The plane landed at Cannon International Airport and was cabbed down the streets of the city to the auction site.

reference_spacy_tokens: The plane landed at Cannon International Airport and was cabbed down the streets of the city to the auction site .


fn_spacy_tokens_for_baseline: If he chose to , he could become quite authoritarian in his manner and cutting in his remarks but then , every Adviser needs some weapons in his armoury to survive !

source_bert_toks: if he chose to , he could become quite authoritarian in his manner and cutting in his remarks but then , every adviser needs some weapons in his armour ##y to survive !

reference_raw: If he wanted to, he could be quite authoritative in his manner and cut his remarks, but then every adviser would need some weapons in his armory to survive!

reference_spacy_tokens: If he wanted to , he could be quite authoritative in his manner and cut his remarks , but then every adviser would need some weapons in his armory to survive !


fn_spacy_tokens_for_baseline: So Francis and Mary deposed the regent .

source_bert_toks: so francis and mary deposed the regent .

reference_raw: So Francis and Mary removed the Regent.

reference_spacy_tokens: So Francis and Mary removed the Regent .


fn_spacy_tokens_for_baseline: Finally , let us rekindle that vision in Isaiah 11 where the lion does not eat the lamb but lies down in a symbiotic relationship with it .

source_bert_toks: finally , let us re ##kind ##le that vision in isaiah 11 where the lion does not eat the lamb but lies down in a sy ##mb ##iot ##ic relationship with it .

reference_raw: Finally, let's recreate the vision of Isaiah 11, where the lion does not eat the sheep, but is in a symbiotic relationship with them.

reference_spacy_tokens: Finally , let 's recreate the vision of Isaiah 11 , where the lion does not eat the sheep , but is in a symbiotic relationship with them .


fn_spacy_tokens_for_baseline: In some ways this is not surprising , given the similarity between many of the strategies described .

source_bert_toks: in some ways this is not surprising , given the similarity between many of the strategies described .

reference_raw: This is not surprising in some ways, given that many of the strategies described are similar.

reference_spacy_tokens: This is not surprising in some ways , given that many of the strategies described are similar .


fn_spacy_tokens_for_baseline: On the Thursday he scored twice for Italy in a 4 - 0 win over Bulgaria .

source_bert_toks: on the thursday he scored twice for italy in a 4 - 0 win over bulgaria .

reference_raw: On Thursday, he scored twice for Italy in a 4-0 victory over Bulgaria.

reference_spacy_tokens: On Thursday , he scored twice for Italy in a 4 - 0 victory over Bulgaria .


fn_spacy_tokens_for_baseline: Huge chunks of masonry and debris littered the town 's main street .

source_bert_toks: huge chunks of masonry and debris littered the town ' s main street .

reference_raw: The city's main street was littered with huge pieces of masonry and debris.

reference_spacy_tokens: The city 's main street was littered with huge pieces of masonry and debris .


fn_spacy_tokens_for_baseline: Sir Ranulph admitted the ice axe was not a latter - day attempt at emulating Trotsky 's assassin -- he simply had no other walking stick .

source_bert_toks: sir ran ##ul ##ph admitted the ice axe was not a latter - day attempt at em ##ulating tr ##ots ##ky ' s assassin - - he simply had no other walking stick .

reference_raw: Sir Ranulph admitted that the ice-axe wasn't a recent attempt to imitate Trotsky's killer-he simply didn't have another walking stick.

reference_spacy_tokens: Sir Ranulph admitted that the ice - axe was n't a recent attempt to imitate Trotsky 's killer - he simply did n't have another walking stick .


fn_spacy_tokens_for_baseline: My husband still feels very cross .

source_bert_toks: my husband still feels very cross .

reference_raw: My husband is still very upset.

reference_spacy_tokens: My husband is still very upset .


fn_spacy_tokens_for_baseline: He is also a great friend of the Festival , and it will be a delight to have him with us again .

source_bert_toks: he is also a great friend of the festival , and it will be a delight to have him with us again .

reference_raw: He's a good friend of the festival, too, and I'd love to have him back with us.

reference_spacy_tokens: He 's a good friend of the festival , too , and I 'd love to have him back with us .


fn_spacy_tokens_for_baseline: Peters and Waterman ( 1982 ) also argue that corporate plans are insufficient for establishing such core values .

source_bert_toks: peters and water ##man ( 1982 ) also argue that corporate plans are insufficient for establishing such core values .

reference_raw: Peters and Waterman (1982) also argue that corporate plans are not sufficient to establish such core values.

reference_spacy_tokens: Peters and Waterman ( 1982 ) also argue that corporate plans are not sufficient to establish such core values .


fn_spacy_tokens_for_baseline: Kazakhstani President Nazarbayev , however , has declared Kazakhstan 's commitment to the nonproliferation of BW and associated technologies .

source_bert_toks: kazakhstan ##i president na ##zar ##bay ##ev , however , has declared kazakhstan ' s commitment to the non ##pro ##life ##ration of b ##w and associated technologies .

reference_raw: However, Kazakhstan's President Nazarbayev has made a declaration that Kazakhstan is committed to the non-proliferation of BV and related technologies.

reference_spacy_tokens: However , Kazakhstan 's President Nazarbayev has made a declaration that Kazakhstan is committed to the non - proliferation of BV and related technologies .


fn_spacy_tokens_for_baseline: Ho ! ' accompanied by the shuffle of feet and a background of muttered curses .

source_bert_toks: ho ! ' accompanied by the shuffle of feet and a background of muttered curses .

reference_raw: "Ho!" accompanied by the scuffling of feet and the murmuring of curses.

reference_spacy_tokens: " Ho ! " accompanied by the scuffling of feet and the murmuring of curses .


fn_spacy_tokens_for_baseline: Christine let him stew in it for a few moments .

source_bert_toks: christine let him stew in it for a few moments .

reference_raw: Christine let him choke on it for a while.

reference_spacy_tokens: Christine let him choke on it for a while .


fn_spacy_tokens_for_baseline: For older people there have been a variety of different screening trials using an assortment of highly diverse methodologies .

source_bert_toks: for older people there have been a variety of different screening trials using an assortment of highly diverse method ##ologies .

reference_raw: For older people, different screening studies have been carried out using a range of very different methods.

reference_spacy_tokens: For older people , different screening studies have been carried out using a range of very different methods .


fn_spacy_tokens_for_baseline: With a population of nearly eight million and a total area of just over 1,095 square km ( 423 square miles ) , housing is one of Hong Kong 's perennial nightmares .

source_bert_toks: with a population of nearly eight million and a total area of just over 1 , 09 ##5 square km ( 42 ##3 square miles ) , housing is one of hong kong ' s perennial nightmares .

reference_raw: With a population of almost eight million and a total area of just over 1,095 square kilometres (423 square miles), housing is one of the lasting nightmares of Hong Kong.

reference_spacy_tokens: With a population of almost eight million and a total area of just over 1,095 square kilometres ( 423 square miles ) , housing is one of the lasting nightmares of Hong Kong .


fn_spacy_tokens_for_baseline: This would correct the Motor industry trade imbalance without the need to export one additional unit .

source_bert_toks: this would correct the motor industry trade im ##balance without the need to export one additional unit .

reference_raw: This would correct the trade imbalances of the motor industry without the need to export another unit.

reference_spacy_tokens: This would correct the trade imbalances of the motor industry without the need to export another unit .


fn_spacy_tokens_for_baseline: Three men huddle uncomfortably at one end of the table .

source_bert_toks: three men hu ##ddle uncomfortably at one end of the table .

reference_raw: Three men curl up nervously at one end of the table.

reference_spacy_tokens: Three men curl up nervously at one end of the table .


fn_spacy_tokens_for_baseline: The court held that the damage suffered by the plaintiff was too remote as Weil 's disease was unforeseeable , although it was foreseeable that the plaintiff would have suffered damage from rats .

source_bert_toks: the court held that the damage suffered by the plaintiff was too remote as wei ##l ' s disease was un ##for ##ese ##ea ##ble , although it was fore ##see ##able that the plaintiff would have suffered damage from rats .

reference_raw: The court held that the damage suffered by the applicant was too distant, since Weil's disease was unpredictable, even though it could be expected that the applicant would suffer damage from rats.

reference_spacy_tokens: The court held that the damage suffered by the applicant was too distant , since Weil 's disease was unpredictable , even though it could be expected that the applicant would suffer damage from rats .


fn_spacy_tokens_for_baseline: She seldom asked for advice and never took it , but Mona knew how to disguise mere advice by scoffing at any other conclusion but her own .

source_bert_toks: she seldom asked for advice and never took it , but mona knew how to disguise mere advice by sc ##off ##ing at any other conclusion but her own .

reference_raw: She rarely asked for advice and never took it, but Mona knew how to disguise only advice by mocking any conclusion other than her own.

reference_spacy_tokens: She rarely asked for advice and never took it , but Mona knew how to disguise only advice by mocking any conclusion other than her own .


fn_spacy_tokens_for_baseline: They avoid trouble at all times and only if they are cornered or pestered will they bite at their attackers .

source_bert_toks: they avoid trouble at all times and only if they are cornered or pest ##ered will they bite at their attackers .

reference_raw: They stay out of trouble, and only when they're cornered or harassed will they bite their assailants.

reference_spacy_tokens: They stay out of trouble , and only when they 're cornered or harassed will they bite their assailants .


fn_spacy_tokens_for_baseline: Thought has to be given to future integration at the initial design stage , otherwise subsequent integration will be very difficult and expensive .

source_bert_toks: thought has to be given to future integration at the initial design stage , otherwise subsequent integration will be very difficult and expensive .

reference_raw: Future integration must be considered at the start of the design phase, otherwise further integration will be very difficult and costly.

reference_spacy_tokens: Future integration must be considered at the start of the design phase , otherwise further integration will be very difficult and costly .


fn_spacy_tokens_for_baseline: The mother of five 's family doctor had told Hope Hospital , in Manchester , that she was extremely allergic to codeine and must NEVER be given the painkiller .

source_bert_toks: the mother of five ' s family doctor had told hope hospital , in manchester , that she was extremely allergic to code ##ine and must never be given the pain ##kill ##er .

reference_raw: The mother of five's family doctor had told Hope Hospital in Manchester that she was hypersensitive (allergic) to codeine and had to give NEVER a painkiller.

reference_spacy_tokens: The mother of five 's family doctor had told Hope Hospital in Manchester that she was hypersensitive ( allergic ) to codeine and had to give NEVER a painkiller .


fn_spacy_tokens_for_baseline: Half of ICI 's manufacturing capacity is in Britain , where it employs 52,000 people .

source_bert_toks: half of ic ##i ' s manufacturing capacity is in britain , where it employs 52 , 000 people .

reference_raw: Half of the output of ICI is located in the United Kingdom, where it employs 52,000 people.

reference_spacy_tokens: Half of the output of ICI is located in the United Kingdom , where it employs 52,000 people .


fn_spacy_tokens_for_baseline: Mr David Wickert , a charity 's aid organiser who commutes from Kent four times a week , said : ' Hurtling along at 60 mph with the train crammed full is terribly dangerous .

source_bert_toks: mr david wi ##cker ##t , a charity ' s aid organise ##r who com ##mute ##s from kent four times a week , said : ' hurt ##ling along at 60 mph with the train cr ##ammed full is terribly dangerous .

reference_raw: Mr. David Wickert, the aid organizer of the charity who travels four times a week from Kent, said, "Hurtling with a full train at 60 miles an hour is extremely dangerous.

reference_spacy_tokens: Mr. David Wickert , the aid organizer of the charity who travels four times a week from Kent , said , " Hurtling with a full train at 60 miles an hour is extremely dangerous .


fn_spacy_tokens_for_baseline: As the frightened boy bolted to Gooseneck 's side , there was a scream from Fishbane 's corner where an unwary Pole had reaped the consequences of turning her back to view the drama .

source_bert_toks: as the frightened boy bolted to goose ##neck ' s side , there was a scream from fish ##bane ' s corner where an un ##war ##y pole had re ##ape ##d the consequences of turning her back to view the drama .

reference_raw: As the terrified boy ran to Gooseneck's side, Fishbane's horn shrieked as the unwary Pole reaped the consequences of turning her back to watch the drama.

reference_spacy_tokens: As the terrified boy ran to Gooseneck 's side , Fishbane 's horn shrieked as the unwary Pole reaped the consequences of turning her back to watch the drama .


fn_spacy_tokens_for_baseline: Then I had a snack and watched telly . '

source_bert_toks: then i had a snack and watched tell ##y . '

reference_raw: Then I went to lunch and watched TV.'

reference_spacy_tokens: Then I went to lunch and watched TV . '


fn_spacy_tokens_for_baseline: Before she left for London , Cllr Cooper said : ' I am astounded to have been chosen .

source_bert_toks: before she left for london , cl ##lr cooper said : ' i am as ##tou ##nded to have been chosen .

reference_raw: Before she went to London, Clr Cooper said, "I'm surprised you chose me.

reference_spacy_tokens: Before she went to London , Clr Cooper said , " I 'm surprised you chose me .


fn_spacy_tokens_for_baseline: Handing out guns in Afghanistan has been risky business through the ages , yet arming Afghan village defense forces is central to Army Gen. David H. Petraeus ' strategy against the Taliban .

source_bert_toks: handing out guns in afghanistan has been risky business through the ages , yet arm ##ing afghan village defense forces is central to army gen . david h . petra ##eus ' strategy against the taliban .

reference_raw: The handing of weapons in Afghanistan has been a dangerous business for many years, but the arming of the Afghan village defense forces is central to the military strategy of General David H. Petraeus against the Taliban.

reference_spacy_tokens: The handing of weapons in Afghanistan has been a dangerous business for many years , but the arming of the Afghan village defense forces is central to the military strategy of General David H. Petraeus against the Taliban .


fn_spacy_tokens_for_baseline: An 11-year - old Leeds girl is attempting to divorce her parents , accusing her mother of treating her like a slave .

source_bert_toks: an 11 - year - old leeds girl is attempting to divorce her parents , accusing her mother of treating her like a slave .

reference_raw: 11-year-old Leeds is trying to divorce her parents, accusing her mom of treating her like a slave.

reference_spacy_tokens: 11-year - old Leeds is trying to divorce her parents , accusing her mom of treating her like a slave .


fn_spacy_tokens_for_baseline: Many large rocks you 'll come across will be the remnants of one or other of the giants ' squabbles .

source_bert_toks: many large rocks you ' ll come across will be the remnants of one or other of the giants ' sq ##ua ##bble ##s .

reference_raw: Many of the great stones you'll encounter will be the remains of one or more of the giants' quarrels.

reference_spacy_tokens: Many of the great stones you 'll encounter will be the remains of one or more of the giants ' quarrels .


fn_spacy_tokens_for_baseline: To kill it with two blows is less meritorious ! '

source_bert_toks: to kill it with two blows is less meritorious ! '

reference_raw: Killing him with two blows isn't worth it!'

reference_spacy_tokens: Killing him with two blows is n't worth it ! '


fn_spacy_tokens_for_baseline: I regarded with distaste a group of sleek young yuppies in city suits , guffawing .

source_bert_toks: i regarded with di ##sta ##ste a group of sleek young yu ##pp ##ies in city suits , gu ##ffa ##wing .

reference_raw: I looked disgustedly at a group of elegant young yuppies in city suits and gurgling.

reference_spacy_tokens: I looked disgustedly at a group of elegant young yuppies in city suits and gurgling .


fn_spacy_tokens_for_baseline: The sun that glitters on the city streets captivates , just like gold .

source_bert_toks: the sun that glitter ##s on the city streets capt ##ivate ##s , just like gold .

reference_raw: The sun that shines on the streets of the city is as captivating as gold.

reference_spacy_tokens: The sun that shines on the streets of the city is as captivating as gold .


fn_spacy_tokens_for_baseline: The young , intelligent people feel a great sense of betrayal , even those who at first believed in all this .

source_bert_toks: the young , intelligent people feel a great sense of betrayal , even those who at first believed in all this .

reference_raw: Young, smart people feel a great sense of betrayal, even those who believed in it at first.

reference_spacy_tokens: Young , smart people feel a great sense of betrayal , even those who believed in it at first .


fn_spacy_tokens_for_baseline: These can go a very long way to mollifying those individuals whose journeys are lengthened by traffic - affecting measures .

source_bert_toks: these can go a very long way to mo ##lli ##fying those individuals whose journeys are length ##ened by traffic - affecting measures .

reference_raw: These can go a long way to mollify individuals whose journeys are lengthy by means of traffic-related measures.

reference_spacy_tokens: These can go a long way to mollify individuals whose journeys are lengthy by means of traffic - related measures .


fn_spacy_tokens_for_baseline: He was talking to himself as she approached and when he saw her he immediately huddled further into the doorway .

source_bert_toks: he was talking to himself as she approached and when he saw her he immediately huddled further into the doorway .

reference_raw: As she approached, he spoke to himself, and when he saw her, he immediately crouched back in the doorway.

reference_spacy_tokens: As she approached , he spoke to himself , and when he saw her , he immediately crouched back in the doorway .


fn_spacy_tokens_for_baseline: The old classic rep houses are now mostly dark ; the new rep houses are on cable , or on your VCR stand .

source_bert_toks: the old classic rep houses are now mostly dark ; the new rep houses are on cable , or on your vc ##r stand .

reference_raw: The old classic reps' houses are now mostly black; the new reps' houses are either on cable or in your video booth.

reference_spacy_tokens: The old classic reps ' houses are now mostly black ; the new reps ' houses are either on cable or in your video booth .


fn_spacy_tokens_for_baseline: Dawn 's reaction , too , was natural : she would start to get ruffled , then agitated , then threatening .

source_bert_toks: dawn ' s reaction , too , was natural : she would start to get ru ##ffled , then agitated , then threatening .

reference_raw: Dawn's reaction, too, was natural: she would be confused, then excited, and then threatening.

reference_spacy_tokens: Dawn 's reaction , too , was natural : she would be confused , then excited , and then threatening .


fn_spacy_tokens_for_baseline: In sum , at both the federal and state government levels at least part of the seemingly irrational behavior voters display in the voting booth may have an exceedingly rational explanation .

source_bert_toks: in sum , at both the federal and state government levels at least part of the seemingly irrational behavior voters display in the voting booth may have an exceeding ##ly rational explanation .

reference_raw: To sum up, at the federal and state level, at least part of the seemingly irrational behavior of voters in the voting booth may have an extremely rational interpretation.

reference_spacy_tokens: To sum up , at the federal and state level , at least part of the seemingly irrational behavior of voters in the voting booth may have an extremely rational interpretation .


fn_spacy_tokens_for_baseline: Moreover , the Wolof may retort that they do have ways of expressing multiple points of view and that we should attempt to understand these before dismissing them en bloc .

source_bert_toks: moreover , the wo ##lo ##f may re ##tort that they do have ways of expressing multiple points of view and that we should attempt to understand these before dismissing them en bloc .

reference_raw: In addition, the Wolof may argue that they have a way of expressing more than one view, and that we should try to understand them before dismissing them en bloc.

reference_spacy_tokens: In addition , the Wolof may argue that they have a way of expressing more than one view , and that we should try to understand them before dismissing them en bloc .


fn_spacy_tokens_for_baseline: Rachel was furious , scurrying after her tall , arrogant fiance , her wrist in his hard hand as he strode across the marble floors with a set face towards the exit on Des Voeux Road .

source_bert_toks: rachel was furious , sc ##ur ##ry ##ing after her tall , arrogant fiance , her wrist in his hard hand as he strode across the marble floors with a set face towards the exit on des vo ##eux road .

reference_raw: Rachel was furious, running after her tall, arrogant fiancée, her wrist in his hard hand, as he crossed the marble floor with his face set to the exit on Des Voeux Road.

reference_spacy_tokens: Rachel was furious , running after her tall , arrogant fiancee , her wrist in his hard hand , as he crossed the marble floor with his face set to the exit on Des Voeux Road .


fn_spacy_tokens_for_baseline: London reeks but Paris is much worse .

source_bert_toks: london re ##ek ##s but paris is much worse .

reference_raw: London stinks, but Paris is much worse.

reference_spacy_tokens: London stinks , but Paris is much worse .


fn_spacy_tokens_for_baseline: Not that Paracelsus always found the right ones : One wonders how many unfortunates owed their demise to his prescription of mercury to clarify the spleen .

source_bert_toks: not that para ##cel ##sus always found the right ones : one wonders how many unfortunate ##s owed their demise to his prescription of mercury to clarify the sp ##leen .

reference_raw: Not that Paracelsus always found the right ones: one wonders how many unfortunates owe their deaths to a prescription of mercury to explain the spleen.

reference_spacy_tokens: Not that Paracelsus always found the right ones : one wonders how many unfortunates owe their deaths to a prescription of mercury to explain the spleen .


fn_spacy_tokens_for_baseline: BABY kidnapper Caren McSweeney is so stunned by what she did that she has been struck dumb .

source_bert_toks: baby kidnap ##per care ##n mc ##sw ##een ##ey is so stunned by what she did that she has been struck dumb .

reference_raw: Abductor Caren McSweeney is so stunned by what she's done that she's struck as stupid.

reference_spacy_tokens: Abductor Caren McSweeney is so stunned by what she 's done that she 's struck as stupid .


fn_spacy_tokens_for_baseline: Morgan had appeared behind them , had first smashed the skull of the man carrying a machine - pistol and then crushed the kneecap of the second robber armed with an automatic .

source_bert_toks: morgan had appeared behind them , had first smashed the skull of the man carrying a machine - pistol and then crushed the knee ##cap of the second robber armed with an automatic .

reference_raw: Morgan appeared behind them, first smashing the skull of a man with a machine gun, then smashing the kneecap of a second thief armed with an automatic.

reference_spacy_tokens: Morgan appeared behind them , first smashing the skull of a man with a machine gun , then smashing the kneecap of a second thief armed with an automatic .


fn_spacy_tokens_for_baseline: So the first thing an owl will do when you release it is to scout out the land .

source_bert_toks: so the first thing an owl will do when you release it is to scout out the land .

reference_raw: So the first thing an owl does when you let it go is to explore the country.

reference_spacy_tokens: So the first thing an owl does when you let it go is to explore the country .


fn_spacy_tokens_for_baseline: All of these research areas have legitimate and important uses for improving crop yields and reducing the threat to Iran 's agricultural industry posed by pests and disease .

source_bert_toks: all of these research areas have legitimate and important uses for improving crop yields and reducing the threat to iran ' s agricultural industry posed by pest ##s and disease .

reference_raw: All of these research areas have legal and important uses to improve crop yields and reduce the threat posed by pests and diseases to the Iranian agricultural sector.

reference_spacy_tokens: All of these research areas have legal and important uses to improve crop yields and reduce the threat posed by pests and diseases to the Iranian agricultural sector .


fn_spacy_tokens_for_baseline: This guarded a series of artesian wells producing evil - looking but supposedly potable water which had a distinctly salty flavour . '

source_bert_toks: this guarded a series of arte ##sian wells producing evil - looking but supposedly pot ##able water which had a distinctly salty flavour . '

reference_raw: It was guarded by a series of artesian wells that produced evil-looking but supposedly potable water with a distinct saltiness.'

reference_spacy_tokens: It was guarded by a series of artesian wells that produced evil - looking but supposedly potable water with a distinct saltiness . '


fn_spacy_tokens_for_baseline: There , under the apex of the roof , was a small window , open a few precious inches .

source_bert_toks: there , under the apex of the roof , was a small window , open a few precious inches .

reference_raw: There, beneath the top of the roof, was a small window, a few precious inches open.

reference_spacy_tokens: There , beneath the top of the roof , was a small window , a few precious inches open .


fn_spacy_tokens_for_baseline: The bare road bisected it like a parting .

source_bert_toks: the bare road bis ##ect ##ed it like a parting .

reference_raw: The bare road sliced it like a good-bye.

reference_spacy_tokens: The bare road sliced it like a good - bye .


fn_spacy_tokens_for_baseline: They walked out of the warm lobby and gasped , both of them , as the December wind whipped down the street and slapped them into the open air .

source_bert_toks: they walked out of the warm lobby and gasped , both of them , as the december wind whipped down the street and slapped them into the open air .

reference_raw: They left the warm hall, panting, both of them, as the December wind blew down the street and blew them into the open air.

reference_spacy_tokens: They left the warm hall , panting , both of them , as the December wind blew down the street and blew them into the open air .


fn_spacy_tokens_for_baseline: George drove past and felt a terrible anger replace his elation .

source_bert_toks: george drove past and felt a terrible anger replace his el ##ation .

reference_raw: George passed by, feeling a terrible anger substituting his enthusiasm.

reference_spacy_tokens: George passed by , feeling a terrible anger substituting his enthusiasm .


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

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

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

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


fn_spacy_tokens_for_baseline: This exorbitant sum was considered scandalous by the whole country .

source_bert_toks: this ex ##or ##bit ##ant sum was considered scandal ##ous by the whole country .

reference_raw: The entire country considered this excessive amount to be scandalous.

reference_spacy_tokens: The entire country considered this excessive amount to be scandalous .


fn_spacy_tokens_for_baseline: She sincerely believes that her grandmother looks after her in the spirit world .

source_bert_toks: she sincerely believes that her grandmother looks after her in the spirit world .

reference_raw: She honestly thinks her grandmother's taking care of her in the spirit world.

reference_spacy_tokens: She honestly thinks her grandmother 's taking care of her in the spirit world .


fn_spacy_tokens_for_baseline: To explain a watch we need to realize both how its springs and wheels ( or , nowadays , microchips ) work and that its purpose is to tell the time .

source_bert_toks: to explain a watch we need to realize both how its springs and wheels ( or , nowadays , micro ##chi ##ps ) work and that its purpose is to tell the time .

reference_raw: In order to explain the watch, we need to understand both how its springs and wheels (or today's microchips) work and how its purpose is to tell the time.

reference_spacy_tokens: In order to explain the watch , we need to understand both how its springs and wheels ( or today 's microchips ) work and how its purpose is to tell the time .


fn_spacy_tokens_for_baseline: SHEILA lived in a cottage on the rocky shelf of a mountain .

source_bert_toks: sheila lived in a cottage on the rocky shelf of a mountain .

reference_raw: Sheila lived in a cabin on a rocky ledge.

reference_spacy_tokens: Sheila lived in a cabin on a rocky ledge .


fn_spacy_tokens_for_baseline: The building is still owned by the United Biscuit Company and is currently leased as a warehouse to telecommunications giant GPT .

source_bert_toks: the building is still owned by the united bis ##cuit company and is currently leased as a warehouse to telecommunications giant gp ##t .

reference_raw: The building still belongs to the United Biscuit Company and is currently rented as a warehouse for the telecommunications giant GPT.

reference_spacy_tokens: The building still belongs to the United Biscuit Company and is currently rented as a warehouse for the telecommunications giant GPT .


fn_spacy_tokens_for_baseline: While Bullock can pout from behind a token booth , Gallagher , with his well - groomed looks , can pout from a coma .

source_bert_toks: while bullock can po ##ut from behind a token booth , gallagher , with his well - groom ##ed looks , can po ##ut from a coma .

reference_raw: While Bullock can pour out from behind the token box, Gallagher can pour out of a coma with his well-groomed eyes.

reference_spacy_tokens: While Bullock can pour out from behind the token box , Gallagher can pour out of a coma with his well - groomed eyes .


fn_spacy_tokens_for_baseline: He said that pensioners and children enjoyed the monthly get - together .

source_bert_toks: he said that pension ##ers and children enjoyed the monthly get - together .

reference_raw: He said pensioners and children enjoyed a month's get-together.

reference_spacy_tokens: He said pensioners and children enjoyed a month 's get - together .


fn_spacy_tokens_for_baseline: They were in a straight line but when Boris clapped his paws they began to march .

source_bert_toks: they were in a straight line but when boris clapped his paws they began to march .

reference_raw: They were in a straight line, but when Boris clasped his paws, they began to march.

reference_spacy_tokens: They were in a straight line , but when Boris clasped his paws , they began to march .


fn_spacy_tokens_for_baseline: James Bruce of Kinnaird arrived in Abyssinia in 1769 , determined to discover the source of the Blue Nile .

source_bert_toks: james bruce of kin ##nai ##rd arrived in abyss ##inia in 1769 , determined to discover the source of the blue nile .

reference_raw: James Bruce of Kinnaird arrived in Abyssinia in 1769, determined to find the source of the Blue Nile.

reference_spacy_tokens: James Bruce of Kinnaird arrived in Abyssinia in 1769 , determined to find the source of the Blue Nile .


fn_spacy_tokens_for_baseline: Santorini ( Thira ) , the next major island north , was heavily influenced by Crete , and the settlements of Thira and Akrotiri thrived at this time .

source_bert_toks: santo ##rini ( th ##ira ) , the next major island north , was heavily influenced by crete , and the settlements of th ##ira and ak ##rot ##iri thrive ##d at this time .

reference_raw: Santorini (Thira), another major island to the north, was heavily affected by Crete, and the settlements of Thira and Akrotiri were now prosperous.

reference_spacy_tokens: Santorini ( Thira ) , another major island to the north , was heavily affected by Crete , and the settlements of Thira and Akrotiri were now prosperous .


fn_spacy_tokens_for_baseline: Carnation Milk contains no added sugar or preservatives , just concentrated fresh milk .

source_bert_toks: car ##nation milk contains no added sugar or pre ##ser ##vati ##ves , just concentrated fresh milk .

reference_raw: Carnation Dairy does not contain added sugar or preservatives, but concentrates only fresh dairy.

reference_spacy_tokens: Carnation Dairy does not contain added sugar or preservatives , but concentrates only fresh dairy .


fn_spacy_tokens_for_baseline: Despite official statements by the governments of Russia , Ukraine , Kazakhstan , and Belarus that they are opposed to proliferation of NBC weapons and missiles , some sales have and are taking place .

source_bert_toks: despite official statements by the governments of russia , ukraine , kazakhstan , and belarus that they are opposed to proliferation of nbc weapons and missiles , some sales have and are taking place .

reference_raw: Despite official statements by the Governments of Russia, Ukraine, Kazakhstan, and Belarus that they are against the proliferation of NBC weapons and missiles, some sales have taken place and are underway.

reference_spacy_tokens: Despite official statements by the Governments of Russia , Ukraine , Kazakhstan , and Belarus that they are against the proliferation of NBC weapons and missiles , some sales have taken place and are underway .


fn_spacy_tokens_for_baseline: < gap cause = label desc='3 ' > 200 yds later , just before the end of the field , cross ditch on right by waymarker post and continue up slope ahead to reach edge of field 20 yds later .

source_bert_toks: < gap cause = label des ##c = ' 3 ' > 200 yd ##s later , just before the end of the field , cross ditch on right by way ##mark ##er post and continue up slope ahead to reach edge of field 20 yd ##s later .

reference_raw: <gap cause=label desc='3'> 200 yds later, just before the end of the field, cross the ditch to the right by waymarker and continue up the slope in front until the edge of the field is 20 yds later.

reference_spacy_tokens: < gap cause = label desc='3 ' > 200 yds later , just before the end of the field , cross the ditch to the right by waymarker and continue up the slope in front until the edge of the field is 20 yds later .


fn_spacy_tokens_for_baseline: Why had she married a dirty type like Boyd , to spawn a boy like Hank , who had never been anything but a damned nuisance to her ?

source_bert_toks: why had she married a dirty type like boyd , to spawn a boy like hank , who had never been anything but a damned nu ##isance to her ?

reference_raw: Why would she marry a dirty guy like Boyd to breed a guy like Hank who was nothing but a damn nuisance to her?

reference_spacy_tokens: Why would she marry a dirty guy like Boyd to breed a guy like Hank who was nothing but a damn nuisance to her ?


fn_spacy_tokens_for_baseline: As the loose barley was unloaded on to the goafstead , a boy rode a quiet old farmhorse round and round on the corn , trampling it down .

source_bert_toks: as the loose barley was un ##loaded on to the goa ##fs ##tead , a boy rode a quiet old farm ##horse round and round on the corn , tram ##pling it down .

reference_raw: When the loose barley was put on the goafstead, the boy rode a quiet old farm horse round and round on the corn and trampled it.

reference_spacy_tokens: When the loose barley was put on the goafstead , the boy rode a quiet old farm horse round and round on the corn and trampled it .


fn_spacy_tokens_for_baseline: The top hinge flew apart and the door began to judder inwards .

source_bert_toks: the top hi ##nge flew apart and the door began to judd ##er inward ##s .

reference_raw: The top hinge fell apart, and the door began to sway inward.

reference_spacy_tokens: The top hinge fell apart , and the door began to sway inward .


fn_spacy_tokens_for_baseline: According to Michael Eisenstadt , Iran " probably is researching such standard agents as anthrax and botulin toxin and it has shown interest in acquiring materials which could be used to produce ricin and mycotoxins . "

source_bert_toks: according to michael e ##isen ##stadt , iran " probably is researching such standard agents as ant ##hra ##x and bot ##ulin toxin and it has shown interest in acquiring materials which could be used to produce ric ##in and my ##cot ##ox ##ins . "

reference_raw: According to Michael Eisenstadt, Iran "probably explores standard agents such as anthrax and botulin toxin and has shown interest in acquiring materials that can be used for the production of ricin and mycotoxins."

reference_spacy_tokens: According to Michael Eisenstadt , Iran " probably explores standard agents such as anthrax and botulin toxin and has shown interest in acquiring materials that can be used for the production of ricin and mycotoxins . "


fn_spacy_tokens_for_baseline: I can think of more upsetting things in life . '

source_bert_toks: i can think of more upset ##ting things in life . '

reference_raw: I can think of more disturbing things in my life.'

reference_spacy_tokens: I can think of more disturbing things in my life . '


fn_spacy_tokens_for_baseline: While China has publicly declared to be consistently in compliance with the BTWC , past U.S. government reports have alleged that China not only has a small - scale offensive biological weapons program , but has also transferred controlled biological weapons - related items to nations of proliferation concern such as Iran .

source_bert_toks: while china has publicly declared to be consistently in compliance with the bt ##wc , past u . s . government reports have alleged that china not only has a small - scale offensive biological weapons program , but has also transferred controlled biological weapons - related items to nations of proliferation concern such as iran .

reference_raw: While China has publicly declared that it is consistent with the BTWC, previous US government reports claim that China has not only a small-scale offensive biological weapons program, but also transferred controlled biological weapons - related items to proliferation-related countries such as Iran.

reference_spacy_tokens: While China has publicly declared that it is consistent with the BTWC , previous US government reports claim that China has not only a small - scale offensive biological weapons program , but also transferred controlled biological weapons - related items to proliferation - related countries such as Iran .


fn_spacy_tokens_for_baseline: China began to relax trade restrictions , and with the rise of Hong Kong , Macau became an isolated Portuguese outpost .

source_bert_toks: china began to relax trade restrictions , and with the rise of hong kong , macau became an isolated portuguese outpost .

reference_raw: China has begun to loosen trade restrictions, and with the rise of Hong Kong, Macao has become an isolated outpost in Portugal.

reference_spacy_tokens: China has begun to loosen trade restrictions , and with the rise of Hong Kong , Macao has become an isolated outpost in Portugal .


fn_spacy_tokens_for_baseline: This was hardly a rational allocation of talent for an industry which , above all others , was capital - intensive , but had an unrivalled record of good labour relations .

source_bert_toks: this was hardly a rational allocation of talent for an industry which , above all others , was capital - intensive , but had an un ##ri ##val ##led record of good labour relations .

reference_raw: This was hardly a rational allocation of talent to an industry that, above all, was capital-intensive but had a unique record of good working relationships.

reference_spacy_tokens: This was hardly a rational allocation of talent to an industry that , above all , was capital - intensive but had a unique record of good working relationships .


fn_spacy_tokens_for_baseline: She was talkative and forthright in her opinions , which she gave freely and often without the qualification for doing so .

source_bert_toks: she was talk ##ative and forth ##right in her opinions , which she gave freely and often without the qualification for doing so .

reference_raw: She spoke freely and openly in her opinions, which she gave freely and often without the right to do so.

reference_spacy_tokens: She spoke freely and openly in her opinions , which she gave freely and often without the right to do so .


fn_spacy_tokens_for_baseline: I talked and talked that night , I remember , about all sorts of things .

source_bert_toks: i talked and talked that night , i remember , about all sorts of things .

reference_raw: I was talking and talking that night, as I recall, about all sorts of things.

reference_spacy_tokens: I was talking and talking that night , as I recall , about all sorts of things .


fn_spacy_tokens_for_baseline: " I 'm the tar baby . " he gibbered .

source_bert_toks: " i ' m the tar baby . " he gi ##bber ##ed .

reference_raw: "I'm a tar child," he said.

reference_spacy_tokens: " I 'm a tar child , " he said .


fn_spacy_tokens_for_baseline: He thundered the command at her .

source_bert_toks: he thunder ##ed the command at her .

reference_raw: He bellowed a command at her.

reference_spacy_tokens: He bellowed a command at her .


fn_spacy_tokens_for_baseline: Quick action is vital , since anyone who stops breathing can usually live for only a few minutes without help .

source_bert_toks: quick action is vital , since anyone who stops breathing can usually live for only a few minutes without help .

reference_raw: Quick action is vital, because anyone who stops breathing can usually live only for a couple of minutes without help.

reference_spacy_tokens: Quick action is vital , because anyone who stops breathing can usually live only for a couple of minutes without help .


fn_spacy_tokens_for_baseline: It must show that serious offences against the criminal law will be effectively dealt with .

source_bert_toks: it must show that serious offences against the criminal law will be effectively dealt with .

reference_raw: It must demonstrate that serious crimes against criminal law will be effectively addressed.

reference_spacy_tokens: It must demonstrate that serious crimes against criminal law will be effectively addressed .


fn_spacy_tokens_for_baseline: Their trigger fingers are obviously becoming more itchy ; last year they took nine months to fire off 313,000 rounds at demonstrators with a total bill to the Korean taxpayer of $ 6.7 million .

source_bert_toks: their trigger fingers are obviously becoming more it ##chy ; last year they took nine months to fire off 313 , 000 rounds at demonstrators with a total bill to the korean taxpayer of $ 6 . 7 million .

reference_raw: Apparently, their trigger fingers are getting more itchy; last year it took them nine months to shoot 313,000 rounds at protestors with a total payment of $6.7 million to the Korean taxpayer.

reference_spacy_tokens: Apparently , their trigger fingers are getting more itchy ; last year it took them nine months to shoot 313,000 rounds at protestors with a total payment of $ 6.7 million to the Korean taxpayer .


fn_spacy_tokens_for_baseline: Pak was imprisoned by the Japanese but was released early in 1939 .

source_bert_toks: pak was imprisoned by the japanese but was released early in 1939 .

reference_raw: Pak was arrested by the Japanese, but released early in 1939.

reference_spacy_tokens: Pak was arrested by the Japanese , but released early in 1939 .


fn_spacy_tokens_for_baseline: A FURNITURE recycling scheme celebrating its first anniversary has established itself as a lifeline for a town 's needy families .

source_bert_toks: a furniture recycling scheme celebrating its first anniversary has established itself as a life ##line for a town ' s needy families .

reference_raw: The FURNITURE Recycling System, which celebrates its first anniversary, has set itself up as a lifeline for the families in need of the city.

reference_spacy_tokens: The FURNITURE Recycling System , which celebrates its first anniversary , has set itself up as a lifeline for the families in need of the city .


fn_spacy_tokens_for_baseline: Skill in this will be an important factor in distinguishing good from mediocre curriculum designers .

source_bert_toks: skill in this will be an important factor in distinguishing good from med ##io ##cre curriculum designers .

reference_raw: Skills will be an important factor in distinguishing good from average curriculum designers.

reference_spacy_tokens: Skills will be an important factor in distinguishing good from average curriculum designers .


fn_spacy_tokens_for_baseline: On a surface lightly coated with icing sugar , shape chocolate mixture into finger - sized logs .

source_bert_toks: on a surface lightly coated with ic ##ing sugar , shape chocolate mixture into finger - sized logs .

reference_raw: On a surface lightly covered with icing sugar, make a mixture of chocolate into finger-size logs.

reference_spacy_tokens: On a surface lightly covered with icing sugar , make a mixture of chocolate into finger - size logs .


fn_spacy_tokens_for_baseline: He returned only in death when his son begged permission to build his father 's tomb in the waste land to the southwest of Shahjehanabad .

source_bert_toks: he returned only in death when his son begged permission to build his father ' s tomb in the waste land to the southwest of shah ##je ##hana ##bad .

reference_raw: Only in death did he return when his son asked permission to build his father's grave in the wastelands south-west of Shahjehanabad.

reference_spacy_tokens: Only in death did he return when his son asked permission to build his father 's grave in the wastelands south - west of Shahjehanabad .


fn_spacy_tokens_for_baseline: Punching the elevator button furiously he waited for it to descend , then , stiff with anger , he stood at attention until it deposited him , alone , at his floor .

source_bert_toks: punching the elevator button furiously he waited for it to descend , then , stiff with anger , he stood at attention until it deposited him , alone , at his floor .

reference_raw: He punched the elevator button furiously, waiting for it to drop, and then, stiff with anger, he stood at attention until it put him alone on the floor.

reference_spacy_tokens: He punched the elevator button furiously , waiting for it to drop , and then , stiff with anger , he stood at attention until it put him alone on the floor .


fn_spacy_tokens_for_baseline: Most famous is the striking 74 - story I.M. Pei Bank of China Tower , not beloved by the people of Hong Kong - its triangular prisms and sharp angles violate the principles of feng shui ( see box , page 68 ) and its radio masts stick up like an insect 's antennae .

source_bert_toks: most famous is the striking 74 - story i . m . pei bank of china tower , not beloved by the people of hong kong - its triangular prism ##s and sharp angles violate the principles of feng shu ##i ( see box , page 68 ) and its radio mast ##s stick up like an insect ' s antennae .

reference_raw: The most famous is the striking 74 - the story of I.M. Pei Bank of China Tower, which the people of Hong Kong do not love - its triangular prisms and sharp angles violate the principles of feng shui (see box, page 68) and its radio masts stick out like an insect's aerial.

reference_spacy_tokens: The most famous is the striking 74 - the story of I.M. Pei Bank of China Tower , which the people of Hong Kong do not love - its triangular prisms and sharp angles violate the principles of feng shui ( see box , page 68 ) and its radio masts stick out like an insect 's aerial .


fn_spacy_tokens_for_baseline: For example , genitives are not stored because they can be easily identified , nor is punctuation classed as a dictionary part of speech .

source_bert_toks: for example , gen ##itive ##s are not stored because they can be easily identified , nor is pun ##ct ##uation classed as a dictionary part of speech .

reference_raw: For example, geniuses are not stored because they can be easily identified and punctuation is not classified as the dictionary part of the speech.

reference_spacy_tokens: For example , geniuses are not stored because they can be easily identified and punctuation is not classified as the dictionary part of the speech .


fn_spacy_tokens_for_baseline: Derek waited until they were standing outside , with Saturday afternoon shoppers bustling past them , before asking : ' What was Maurice right about ? '

source_bert_toks: derek waited until they were standing outside , with saturday afternoon shop ##pers bust ##ling past them , before asking : ' what was maurice right about ? '

reference_raw: Derek waited until they were outside, and the shoppers were busy on Saturday afternoon, and then he asked, "What was Maurice right about?"

reference_spacy_tokens: Derek waited until they were outside , and the shoppers were busy on Saturday afternoon , and then he asked , " What was Maurice right about ? "


fn_spacy_tokens_for_baseline: His subtle military strategy -- sending Scuds to Tel Aviv , opening the land battle by attacking the US forces , parking up the air force in Iran for future use -- cold still transform the war .

source_bert_toks: his subtle military strategy - - sending sc ##ud ##s to tel aviv , opening the land battle by attacking the us forces , parking up the air force in iran for future use - - cold still transform the war .

reference_raw: His subtle military strategy -- to send Scuds to Tel Aviv, to launch a land battle by attacking US forces, to carry out an air force in Iran for future use -- the cold is still changing the war.

reference_spacy_tokens: His subtle military strategy -- to send Scuds to Tel Aviv , to launch a land battle by attacking US forces , to carry out an air force in Iran for future use -- the cold is still changing the war .


fn_spacy_tokens_for_baseline: The fear factor was heightened by the turmoil which followed Britain 's ejection from the European Exchange Rate Mechanism system .

source_bert_toks: the fear factor was heightened by the turmoil which followed britain ' s e ##ject ##ion from the european exchange rate mechanism system .

reference_raw: The fear factor was heightened by the turmoil that followed Britain's release from the European exchange rate mechanism.

reference_spacy_tokens: The fear factor was heightened by the turmoil that followed Britain 's release from the European exchange rate mechanism .


fn_spacy_tokens_for_baseline: Always give plenty of praise when the dog sprints towards you .

source_bert_toks: always give plenty of praise when the dog sprint ##s towards you .

reference_raw: Always give a lot of praise when a dog comes running to you.

reference_spacy_tokens: Always give a lot of praise when a dog comes running to you .


fn_spacy_tokens_for_baseline: Now my clerk and I , ' he trumpeted , ' would like to question each of you alone .

source_bert_toks: now my clerk and i , ' he trumpet ##ed , ' would like to question each of you alone .

reference_raw: Now, my clerk and I,' he trumped, 'would like to question each and every one of you.

reference_spacy_tokens: Now , my clerk and I , ' he trumped , ' would like to question each and every one of you .


fn_spacy_tokens_for_baseline: Migrants flocking in panic from the battle zone provided a useful veil of confusion .

source_bert_toks: migrants flock ##ing in panic from the battle zone provided a useful veil of confusion .

reference_raw: The migrants swarming out of the battle zone in panic provided a useful veil of confusion.

reference_spacy_tokens: The migrants swarming out of the battle zone in panic provided a useful veil of confusion .


fn_spacy_tokens_for_baseline: ' We will be redirecting our overseas exploration efforts into onshore areas where finding and developing costs are lower than equivalent offshore environments , ' Mr Darby said .

source_bert_toks: ' we will be red ##ire ##cting our overseas exploration efforts into on ##shore areas where finding and developing costs are lower than equivalent offshore environments , ' mr darby said .

reference_raw: 'We're going to divert our overseas research efforts to coastal areas where the cost of finding and development is less than the equivalent offshore environment,' said Mr Darby.

reference_spacy_tokens: ' We 're going to divert our overseas research efforts to coastal areas where the cost of finding and development is less than the equivalent offshore environment , ' said Mr Darby .


fn_spacy_tokens_for_baseline: Developing countries are often very poor in comparison , with little foreign currency , and supplying indigenous wildlife to relatively rich Westerners is worth millions of pounds every year .

source_bert_toks: developing countries are often very poor in comparison , with little foreign currency , and supplying indigenous wildlife to relatively rich western ##ers is worth millions of pounds every year .

reference_raw: Developing countries are often very poor compared to small foreign currencies, and the supply of native wildlife to relatively rich Westerners is worth billions of pounds each year.

reference_spacy_tokens: Developing countries are often very poor compared to small foreign currencies , and the supply of native wildlife to relatively rich Westerners is worth billions of pounds each year .


fn_spacy_tokens_for_baseline: In 2004 , there was also ample discussion concerning South Africa 's dwindling coal reserves and its need for additional nuclear power generation .

source_bert_toks: in 2004 , there was also ample discussion concerning south africa ' s d ##wind ##ling coal reserves and its need for additional nuclear power generation .

reference_raw: A number of discussions were also held in 2004 on the shrinking coal stocks of South Africa and the need for further generation of nuclear energy.

reference_spacy_tokens: A number of discussions were also held in 2004 on the shrinking coal stocks of South Africa and the need for further generation of nuclear energy .


fn_spacy_tokens_for_baseline: He shaved , changed his doublet , put on his sword belt and took his heaviest cloak from its hook outside the buttery .

source_bert_toks: he shaved , changed his double ##t , put on his sword belt and took his heaviest cloak from its hook outside the butter ##y .

reference_raw: He shaved, changed his jacket, put on his sword belt, and pulled his heavy coat from the hook in front of the butter.

reference_spacy_tokens: He shaved , changed his jacket , put on his sword belt , and pulled his heavy coat from the hook in front of the butter .


fn_spacy_tokens_for_baseline: One of the girls nicked some yeast from the kitchens and so we made our own homebrew -- potent or what .

source_bert_toks: one of the girls nick ##ed some yeast from the kitchens and so we made our own home ##bre ##w - - potent or what .

reference_raw: One of the girls picked some yeast out of the kitchen, so we made a homebrew of our own - powerful or something.

reference_spacy_tokens: One of the girls picked some yeast out of the kitchen , so we made a homebrew of our own - powerful or something .


fn_spacy_tokens_for_baseline: Every sceptical argument against the possibility of justified belief is an argument of the strongest form , and leaves us devoid even of the understanding we thought we had of our own language .

source_bert_toks: every sc ##ept ##ical argument against the possibility of justified belief is an argument of the strongest form , and leaves us devoid even of the understanding we thought we had of our own language .

reference_raw: Any skeptical quarrel against the possibility of legitimate faith is a case of the strongest form, leaving us with no understanding of what we think we have in our own language.

reference_spacy_tokens: Any skeptical quarrel against the possibility of legitimate faith is a case of the strongest form , leaving us with no understanding of what we think we have in our own language .


fn_spacy_tokens_for_baseline: Cheerfully they got out of the car into the open day and went down the rocks to the strand and then out to the tideline .

source_bert_toks: cheerfully they got out of the car into the open day and went down the rocks to the strand and then out to the tide ##line .

reference_raw: They climbed cheerfully out of the car into the open day and walked down the rocks to the spring, then out onto the tidal line.

reference_spacy_tokens: They climbed cheerfully out of the car into the open day and walked down the rocks to the spring , then out onto the tidal line .


fn_spacy_tokens_for_baseline: He let the tip of his tongue traverse the valley between her breasts , and continue down over the sensitive midriff to the taut hollow of her belly .

source_bert_toks: he let the tip of his tongue traverse the valley between her breasts , and continue down over the sensitive mid ##ri ##ff to the taut hollow of her belly .

reference_raw: He let the tip of his tongue traverse the valley between her breasts and continued down the delicate midrif to the deep hollow of her belly.

reference_spacy_tokens: He let the tip of his tongue traverse the valley between her breasts and continued down the delicate midrif to the deep hollow of her belly .


fn_spacy_tokens_for_baseline: Ringers memorize patterns of changes , known as " methods , " which have odd - sounding names like Kent Treble Bob Major or Grandsire Caters .

source_bert_toks: ring ##ers memo ##rize patterns of changes , known as " methods , " which have odd - sounding names like kent tre ##ble bob major or grand ##sir ##e cater ##s .

reference_raw: Circlers remember patterns of change, known as "methods", with strange-sounding names like Kent Treble Bob Major or Grandsire Caters.

reference_spacy_tokens: Circlers remember patterns of change , known as " methods " , with strange - sounding names like Kent Treble Bob Major or Grandsire Caters .


fn_spacy_tokens_for_baseline: But Hamas had already become an important part of Palestinian society through its charity work and its influence increased over time by providing community services when the Palestinian authority did not .

source_bert_toks: but hamas had already become an important part of palestinian society through its charity work and its influence increased over time by providing community services when the palestinian authority did not .

reference_raw: But Hamas has already been an important part of Palestinian society through its charitable work, and its influence has increased over time by providing community services in the absence of the Palestinian Authority.

reference_spacy_tokens: But Hamas has already been an important part of Palestinian society through its charitable work , and its influence has increased over time by providing community services in the absence of the Palestinian Authority .


fn_spacy_tokens_for_baseline: After exchanging fire with Afghan forces at the center , some of the assailants fled , said Rohullah Samoon , a spokesman for the Paktia governor .

source_bert_toks: after exchanging fire with afghan forces at the center , some of the ass ##ail ##ants fled , said ro ##hul ##lah sam ##oon , a spokesman for the pak ##tia governor .

reference_raw: After the exchange of gunfire with Afghan troops in the center, some of the attackers fled, said Rohullah Samoon, the Speaker of the Paktian Governor.

reference_spacy_tokens: After the exchange of gunfire with Afghan troops in the center , some of the attackers fled , said Rohullah Samoon , the Speaker of the Paktian Governor .


fn_spacy_tokens_for_baseline: Staff at South Tyrone Hospital are now combing through all their patients ' files over a three year period between 1988 and 1990 .

source_bert_toks: staff at south tyrone hospital are now comb ##ing through all their patients ' files over a three year period between 1988 and 1990 .

reference_raw: During the three-year period between 1988 and 1990, staff at South Tyrone Hospital are now going through all the patient files.

reference_spacy_tokens: During the three - year period between 1988 and 1990 , staff at South Tyrone Hospital are now going through all the patient files .


fn_spacy_tokens_for_baseline: The paintings , which were enchanting , were scenes around Venice , Tuscany , including her home town of Porto Ercole ; the French countryside , and some Italian palaces .

source_bert_toks: the paintings , which were en ##chan ##ting , were scenes around venice , tuscany , including her home town of porto er ##col ##e ; the french countryside , and some italian palaces .

reference_raw: The paintings, which were charming, were scenes around Venice and Tuscany, including her hometown of Porto Ercole; the French countryside, and some of the Italian palaces.

reference_spacy_tokens: The paintings , which were charming , were scenes around Venice and Tuscany , including her hometown of Porto Ercole ; the French countryside , and some of the Italian palaces .


fn_spacy_tokens_for_baseline: The inspector of taxes wished to hold a meeting with my clients who were reluctant to attend the Tax Office for this purpose .

source_bert_toks: the inspector of taxes wished to hold a meeting with my clients who were reluctant to attend the tax office for this purpose .

reference_raw: The tax inspector wanted to meet with my clients, who did not want to attend the tax office for that purpose.

reference_spacy_tokens: The tax inspector wanted to meet with my clients , who did not want to attend the tax office for that purpose .


fn_spacy_tokens_for_baseline: FROM Bristol to Bournemouth there are more than 600 miles of coastline ; it is hard to imagine living in the West Country without taking advantage of this natural bounty .

source_bert_toks: from bristol to bournemouth there are more than 600 miles of coastline ; it is hard to imagine living in the west country without taking advantage of this natural bounty .

reference_raw: From Bristol to Bournemouth, there are over 600 kilometers of shoreline; it is difficult to imagine living in a western country without exploiting that natural reward.

reference_spacy_tokens: From Bristol to Bournemouth , there are over 600 kilometers of shoreline ; it is difficult to imagine living in a western country without exploiting that natural reward .


fn_spacy_tokens_for_baseline: The fat man was stocky and broad - faced , but the fat was a thin disguise cloaking the layered muscles of a retired athlete now restricted by his job to twice - weekly sessions at the health club .

source_bert_toks: the fat man was stock ##y and broad - faced , but the fat was a thin disguise cloak ##ing the layered muscles of a retired athlete now restricted by his job to twice - weekly sessions at the health club .

reference_raw: The fat man was sturdy and broad-faced, but the fat was a thin mask that masked the layered muscles of a retired athlete who was now limited to two weekly sessions in a health club.

reference_spacy_tokens: The fat man was sturdy and broad - faced , but the fat was a thin mask that masked the layered muscles of a retired athlete who was now limited to two weekly sessions in a health club .


fn_spacy_tokens_for_baseline: The castor or wart that grows on the inside of a horse 's foreleg was also used as the basis for a drawing powder :

source_bert_toks: the cast ##or or war ##t that grows on the inside of a horse ' s fore ##leg was also used as the basis for a drawing powder :

reference_raw: The castor or wart growing on the inside of the front leg of the horse was also used as the basis for the drawing powder:

reference_spacy_tokens: The castor or wart growing on the inside of the front leg of the horse was also used as the basis for the drawing powder :


fn_spacy_tokens_for_baseline: There are relatively few issues to do with school self - evaluation in respect of which teachers differ significantly according to their gender .

source_bert_toks: there are relatively few issues to do with school self - evaluation in respect of which teachers differ significantly according to their gender .

reference_raw: There are relatively few issues related to the self-assessment of schools, where teachers vary significantly depending on their sex.

reference_spacy_tokens: There are relatively few issues related to the self - assessment of schools , where teachers vary significantly depending on their sex .


fn_spacy_tokens_for_baseline: Cows still meander through the village to pastureland near the stream which runs alongside the graveyard .

source_bert_toks: cows still mean ##der through the village to pasture ##land near the stream which runs alongside the graveyard .

reference_raw: The cows are still moving across the village to pastures near the stream that runs next to the cemetery.

reference_spacy_tokens: The cows are still moving across the village to pastures near the stream that runs next to the cemetery .


fn_spacy_tokens_for_baseline: In 1811 he married Emma , daughter of Zachariah Gisborne , whose forebears came from Birmingham .

source_bert_toks: in 1811 he married emma , daughter of zach ##aria ##h gi ##sb ##orne , whose fore ##be ##ars came from birmingham .

reference_raw: In 1811, he married Emma, daughter of Zachariah Gisborne, whose ancestors were born in Birmingham.

reference_spacy_tokens: In 1811 , he married Emma , daughter of Zachariah Gisborne , whose ancestors were born in Birmingham .


fn_spacy_tokens_for_baseline: Rear seat belts each consisted of a two - piece webbing lap strap anchored to the aircraft structure .

source_bert_toks: rear seat belts each consisted of a two - piece webb ##ing lap strap anchored to the aircraft structure .

reference_raw: The rear seat-belts were each made up of a two-piece webbing lap-belt attached to the structure of the aircraft.

reference_spacy_tokens: The rear seat - belts were each made up of a two - piece webbing lap - belt attached to the structure of the aircraft .


fn_spacy_tokens_for_baseline: Later , I heard Mrs Goreng coaxing Kaptan to say a few foreign sentences in front of his father .

source_bert_toks: later , i heard mrs gore ##ng coa ##xing ka ##pta ##n to say a few foreign sentences in front of his father .

reference_raw: I heard later that Mrs. Goreng had persuaded Kaptan to make some foreign statements in front of his father.

reference_spacy_tokens: I heard later that Mrs. Goreng had persuaded Kaptan to make some foreign statements in front of his father .


fn_spacy_tokens_for_baseline: Altitude sickness is probably the most common cause of failure to reach a summit .

source_bert_toks: altitude sickness is probably the most common cause of failure to reach a summit .

reference_raw: Altitude sickness is probably the most common reason not to reach the summit.

reference_spacy_tokens: Altitude sickness is probably the most common reason not to reach the summit .


fn_spacy_tokens_for_baseline: A wife in Shrewsbury said : ' My husband and I are both cynical about the monopoly of funeral directors and their sincerity .

source_bert_toks: a wife in shrewsbury said : ' my husband and i are both cynical about the monopoly of funeral directors and their sincerity .

reference_raw: The woman in Shrewsbury said, "My husband and I are both cynics about the monopoly of funeral directors and their honesty.

reference_spacy_tokens: The woman in Shrewsbury said , " My husband and I are both cynics about the monopoly of funeral directors and their honesty .


fn_spacy_tokens_for_baseline: And because he was slightly dim , or at least vulnerable and kind and easily led , being one of the few people I could mock and dominate with impunity , we became mates .

source_bert_toks: and because he was slightly dim , or at least vulnerable and kind and easily led , being one of the few people i could mock and dominate with imp ##uni ##ty , we became mates .

reference_raw: And because he was a little dark, or at least vulnerable and kind, and easy to lead, because he was one of the few people I could mock and rule with impunity, we became friends.

reference_spacy_tokens: And because he was a little dark , or at least vulnerable and kind , and easy to lead , because he was one of the few people I could mock and rule with impunity , we became friends .


fn_spacy_tokens_for_baseline: Most interesting in the gold section was a set of twelve , Lexington , Kentucky teaspoons of around 1850 ( lot 29 ) .

source_bert_toks: most interesting in the gold section was a set of twelve , lexington , kentucky tea ##sp ##oons of around 1850 ( lot 29 ) .

reference_raw: The most interesting part of the gold section was a set of twelve, Lexington and Kentucky spoons, about 1850 (lot 29).

reference_spacy_tokens: The most interesting part of the gold section was a set of twelve , Lexington and Kentucky spoons , about 1850 ( lot 29 ) .