fn_spacy_tokens_for_baseline: Decades of educational research tell us unequivocally that even smaller classes have zero effect on the academic performance of the pupils -- though they may sometimes be desirable for other reasons .

source_bert_toks: decades of educational research tell us une ##qui ##vo ##cal ##ly that even smaller classes have zero effect on the academic performance of the pupils - - though they may sometimes be desirable for other reasons .

reference_raw: Decades of educational research make it clear that even smaller classes have no impact on the academic performance of pupils-though they may sometimes be useful for other reasons.

reference_spacy_tokens: Decades of educational research make it clear that even smaller classes have no impact on the academic performance of pupils - though they may sometimes be useful for other reasons .


fn_spacy_tokens_for_baseline: From somewhere far away comes the drone of a mower , and the smell of the cut grass .

source_bert_toks: from somewhere far away comes the drone of a mo ##wer , and the smell of the cut grass .

reference_raw: Somewhere in the distance came the sound of a mower and the smell of cut grass.

reference_spacy_tokens: Somewhere in the distance came the sound of a mower and the smell of cut grass .


fn_spacy_tokens_for_baseline: From my side there were hoots of derision while the embarrassment on his own side was clear as Labour members found a sudden fascination in the detail of the Chamber 's roof .

source_bert_toks: from my side there were ho ##ots of der ##ision while the embarrassment on his own side was clear as labour members found a sudden fascination in the detail of the chamber ' s roof .

reference_raw: There were shouts of mockery from my side, and the embarrassment on his side was obvious when the Labor members found a sudden fascination in the details of the chamber's roof.

reference_spacy_tokens: There were shouts of mockery from my side , and the embarrassment on his side was obvious when the Labor members found a sudden fascination in the details of the chamber 's roof .


fn_spacy_tokens_for_baseline: These two forms of dissent coalesced in the demand for a stronger approach to the Tory nostrum of tariff reform .

source_bert_toks: these two forms of dissent coal ##es ##ced in the demand for a stronger approach to the tory nos ##trum of tariff reform .

reference_raw: These two forms of disapproval coincided with the need for a stronger approach to the Tory nostrum of tariff reform.

reference_spacy_tokens: These two forms of disapproval coincided with the need for a stronger approach to the Tory nostrum of tariff reform .


fn_spacy_tokens_for_baseline: But this alliance was followed by others , with more accessible cities , Leontini on the east coast of Sicily , and Rhegion on the straits between Italy and Sicily , on the Italian side ( ML 63 - 4 ) , probably in about 443 .

source_bert_toks: but this alliance was followed by others , with more accessible cities , leon ##tin ##i on the east coast of sicily , and r ##he ##gio ##n on the straits between italy and sicily , on the italian side ( ml 63 - 4 ) , probably in about 44 ##3 .

reference_raw: But others followed this alliance, with more accessible cities, Leontini on the east coast of Sicily, and Rhegion on the Italian-Sicily Channel (ML 63-4), probably around 443.

reference_spacy_tokens: But others followed this alliance , with more accessible cities , Leontini on the east coast of Sicily , and Rhegion on the Italian - Sicily Channel ( ML 63 - 4 ) , probably around 443 .


fn_spacy_tokens_for_baseline: ' Roll on to - bloodymorra night , ' he moaned , as Yanto banged the empties on the counter .

source_bert_toks: ' roll on to - bloody ##mo ##rra night , ' he moaned , as yan ##to banged the em ##pt ##ies on the counter .

reference_raw: 'Go to Bloodymorra Night,' he groaned as Yanto pounded the blanks on the counter.

reference_spacy_tokens: ' Go to Bloodymorra Night , ' he groaned as Yanto pounded the blanks on the counter .


fn_spacy_tokens_for_baseline: Rhys was a tall heavy - set man with greying hair and gentle eyes .

source_bert_toks: rhys was a tall heavy - set man with grey ##ing hair and gentle eyes .

reference_raw: Rhys was a tall, heavy man with graying hair and soft eyes.

reference_spacy_tokens: Rhys was a tall , heavy man with graying hair and soft eyes .


fn_spacy_tokens_for_baseline: ' How can they tell it 's my day off ? '

source_bert_toks: ' how can they tell it ' s my day off ? '

reference_raw: "How do they know I'm free?"

reference_spacy_tokens: " How do they know I 'm free ? "


fn_spacy_tokens_for_baseline: just dropped off nikita to her hostel Thinking about TapTCP NAT traversal for kerjodando p2p l_a : groups like " s.asians for obama " capitalize on affinity groups ' desire for bus / soc networking : multi function event->more particip ...

source_bert_toks: just dropped off nikita to her hostel thinking about tap ##tc ##p nat travers ##al for ke ##r ##jo ##dan ##do p ##2 ##p l _ a : groups like " s . asian ##s for obama " capital ##ize on affinity groups ' desire for bus / soc networking : multi function event - > more part ##ici ##p . . .

reference_raw: just left Nikita in the hostel Thinking of the TapTCP NAT traversal for kerjodando p2p l_a :groups such as "s.asians for Obama" capitalize on the desire of affinity groups to set up a bus/soc network:multi functional event->more particip...

reference_spacy_tokens: just left Nikita in the hostel Thinking of the TapTCP NAT traversal for kerjodando p2p l_a : groups such as " s.asians for Obama " capitalize on the desire of affinity groups to set up a bus / soc network : multi functional event->more particip ...


fn_spacy_tokens_for_baseline: He was excellent at listening , and did it without cynicism .

source_bert_toks: he was excellent at listening , and did it without cy ##nic ##ism .

reference_raw: He was a good listener, and he did it without cynicism.

reference_spacy_tokens: He was a good listener , and he did it without cynicism .


fn_spacy_tokens_for_baseline: In 1973 , spurred by an influx of oil revenues , the Shah of Iran embarked on an ambitious goal of modernizing the country and building its image abroad .

source_bert_toks: in 1973 , spurred by an influx of oil revenues , the shah of iran embarked on an ambitious goal of modern ##izing the country and building its image abroad .

reference_raw: In 1973, driven by an influx of petroleum revenues, the Shah of Iran embarked on an ambitious goal of modernising the country and building its image abroad.

reference_spacy_tokens: In 1973 , driven by an influx of petroleum revenues , the Shah of Iran embarked on an ambitious goal of modernising the country and building its image abroad .


fn_spacy_tokens_for_baseline: Therefore , most of those scientists who believe that the infill is lava believe that it issued in a series of sheets , each a few tens of metres thick .

source_bert_toks: therefore , most of those scientists who believe that the in ##fi ##ll is lava believe that it issued in a series of sheets , each a few tens of metres thick .

reference_raw: That's why most scientists who believe the infiltration is lava believe it was published in a series of sheets, each several tens of meters thick.

reference_spacy_tokens: That 's why most scientists who believe the infiltration is lava believe it was published in a series of sheets , each several tens of meters thick .


fn_spacy_tokens_for_baseline: The potatoes have been modified with the pea lectin gene which stops pests absorbing vital proteins .

source_bert_toks: the potatoes have been modified with the pea le ##ct ##in gene which stops pest ##s absorbing vital proteins .

reference_raw: Potatoes have been altered by the gene of pea lectin, which prevents pests from absorbing vital proteins.

reference_spacy_tokens: Potatoes have been altered by the gene of pea lectin , which prevents pests from absorbing vital proteins .


fn_spacy_tokens_for_baseline: John took the plane from Paris to Baghdad .

source_bert_toks: john took the plane from paris to baghdad .

reference_raw: John flew to Baghdad from Paris.

reference_spacy_tokens: John flew to Baghdad from Paris .


fn_spacy_tokens_for_baseline: Great for livening up otherwise boring presentations .

source_bert_toks: great for live ##ning up otherwise boring presentations .

reference_raw: It's good to live up to otherwise boring presentations.

reference_spacy_tokens: It 's good to live up to otherwise boring presentations .


fn_spacy_tokens_for_baseline: ' Last week , they reneged on that agreement and settled on an allocation of no more than 1,000 tickets .

source_bert_toks: ' last week , they rene ##ged on that agreement and settled on an allocation of no more than 1 , 000 tickets .

reference_raw: 'Last week, they renegotiated the contract and agreed to allocate no more than a thousand tickets.

reference_spacy_tokens: ' Last week , they renegotiated the contract and agreed to allocate no more than a thousand tickets .


fn_spacy_tokens_for_baseline: Huy looked at the girl 's hands again : they were without a blemish .

source_bert_toks: hu ##y looked at the girl ' s hands again : they were without a b ##lem ##ish .

reference_raw: Huy looked at her hands again: they were unblemished.

reference_spacy_tokens: Huy looked at her hands again : they were unblemished .


fn_spacy_tokens_for_baseline: IT 'S 25 years since Malcolm Scott made big on the back pages , and still it rankles with him .

source_bert_toks: it ' s 25 years since malcolm scott made big on the back pages , and still it rank ##les with him .

reference_raw: I.T.'s been 25 years since Malcolm Scott was big on the back page, and he's still ranking with him.

reference_spacy_tokens: I.T. 's been 25 years since Malcolm Scott was big on the back page , and he 's still ranking with him .


fn_spacy_tokens_for_baseline: It was Bigwig , straightforward and blunt as always , who broke the tension .

source_bert_toks: it was big ##wig , straightforward and blunt as always , who broke the tension .

reference_raw: It was Bigwig, as direct and blunt as ever, that broke the tension.

reference_spacy_tokens: It was Bigwig , as direct and blunt as ever , that broke the tension .


fn_spacy_tokens_for_baseline: A series of disastrous decisions at the beginning of the 20th century began to sound a death knell for the Ottoman Empire .

source_bert_toks: a series of disastrous decisions at the beginning of the 20th century began to sound a death kn ##ell for the ottoman empire .

reference_raw: In the early 20th century, a series of catastrophic decisions began to sound like the Ottoman Empire's death knell.

reference_spacy_tokens: In the early 20th century , a series of catastrophic decisions began to sound like the Ottoman Empire 's death knell .


fn_spacy_tokens_for_baseline: There was always a close relationship between the Armed Forces and the railways so that we are not surprised to learn that many barracks were built by or for Service personnel .

source_bert_toks: there was always a close relationship between the armed forces and the railways so that we are not surprised to learn that many barracks were built by or for service personnel .

reference_raw: There has always been a close connection between the Armed Forces and the Railroads, so we're not surprised to learn that many huts have been built by or for service personnel.

reference_spacy_tokens: There has always been a close connection between the Armed Forces and the Railroads , so we 're not surprised to learn that many huts have been built by or for service personnel .


fn_spacy_tokens_for_baseline: Sprinkle one and a half teaspoons of dried yeast over the surface , stir once and leave until there is a good head of froth , usually after about 10 - 15 minutes .

source_bert_toks: sp ##rin ##kle one and a half tea ##sp ##oons of dried yeast over the surface , stir once and leave until there is a good head of fr ##oth , usually after about 10 - 15 minutes .

reference_raw: Sprinkle one and a half spoons of dried yeast on the surface, stir once and leave until the foam is good, usually after about 10 to 15 minutes.

reference_spacy_tokens: Sprinkle one and a half spoons of dried yeast on the surface , stir once and leave until the foam is good , usually after about 10 to 15 minutes .


fn_spacy_tokens_for_baseline: In this sense it is significant that , unlike in France and Britain , no politician of note has given voice to the growing disquiet in Germany about the move in Europe towards a Federalist state .

source_bert_toks: in this sense it is significant that , unlike in france and britain , no politician of note has given voice to the growing di ##s ##qui ##et in germany about the move in europe towards a federal ##ist state .

reference_raw: In this sense, it is important that, unlike in France and the United Kingdom, no politician has expressed the growing disquiet in Germany about moving to a federalist state in Europe.

reference_spacy_tokens: In this sense , it is important that , unlike in France and the United Kingdom , no politician has expressed the growing disquiet in Germany about moving to a federalist state in Europe .


fn_spacy_tokens_for_baseline: But she knew him well enough to be sure that he was not base , mean , treacherous and just plain evil .

source_bert_toks: but she knew him well enough to be sure that he was not base , mean , treacherous and just plain evil .

reference_raw: But she knew him well enough to know that he was not an outpost, evil, treacherous, and pure evil.

reference_spacy_tokens: But she knew him well enough to know that he was not an outpost , evil , treacherous , and pure evil .


fn_spacy_tokens_for_baseline: In 2002 , AKU and Damascus University signed a mutual scientific cooperation agreement that called for broadened scientific , educational , and research cooperation between the universities , the exchange of professors and students , the organization of scientific seminars and educational courses , and the formation of a joint working committee to probe into the inauguration of a branch of Amir Kabir University in Syria .

source_bert_toks: in 2002 , ak ##u and damascus university signed a mutual scientific cooperation agreement that called for broad ##ened scientific , educational , and research cooperation between the universities , the exchange of professors and students , the organization of scientific seminars and educational courses , and the formation of a joint working committee to probe into the inauguration of a branch of amir ka ##bir university in syria .

reference_raw: In 2002, the University of AKU and Damascus signed a mutual agreement on scientific cooperation, which called for the extension of scientific, educational and research cooperation between universities, the exchange of professors and students, the organisation of scientific seminars and training courses, and the establishment of a joint working committee to examine the inauguration of the branch of the University of Amir Kabir in Syria.

reference_spacy_tokens: In 2002 , the University of AKU and Damascus signed a mutual agreement on scientific cooperation , which called for the extension of scientific , educational and research cooperation between universities , the exchange of professors and students , the organisation of scientific seminars and training courses , and the establishment of a joint working committee to examine the inauguration of the branch of the University of Amir Kabir in Syria .


fn_spacy_tokens_for_baseline: But , Gov. Donald Carcieri , Providence Mayor David Cicilline and others told Chairwoman Susan Collins of Maine and Rhode Island Sen. Lincoln Chafee , they need more federal money , they need it to come faster when disaster strikes and they need a steady stream they know they can rely on from year to year .

source_bert_toks: but , gov . donald car ##cier ##i , providence mayor david ci ##ci ##llin ##e and others told chair ##woman susan collins of maine and rhode island sen . lincoln cha ##fe ##e , they need more federal money , they need it to come faster when disaster strikes and they need a steady stream they know they can rely on from year to year .

reference_raw: But Gov. Donald Carcieri, Providence Mayor David Cicilline and the rest told President Susan Collins of Maine and Rhode Island Sen Lincoln Chafee that they need more federal money, that they need to be quicker when disaster strikes, and that they need a steady stream that they know they can count on every year.

reference_spacy_tokens: But Gov. Donald Carcieri , Providence Mayor David Cicilline and the rest told President Susan Collins of Maine and Rhode Island Sen Lincoln Chafee that they need more federal money , that they need to be quicker when disaster strikes , and that they need a steady stream that they know they can count on every year .


fn_spacy_tokens_for_baseline: 1- The married have a vacation by rotation for a week every three weeks , and in certain cases AL - QAEDA may deny this vacation for four months .

source_bert_toks: 1 - the married have a vacation by rotation for a week every three weeks , and in certain cases al - qaeda may deny this vacation for four months .

reference_raw: 1- The spouses have a rotational holiday of one week every three weeks and, in some cases, AL-QAEDA can refuse that leave for a four-month period.

reference_spacy_tokens: 1- The spouses have a rotational holiday of one week every three weeks and , in some cases , AL - QAEDA can refuse that leave for a four - month period .


fn_spacy_tokens_for_baseline: The layer between the sole unit and the insole of the boot is known as the midsole .

source_bert_toks: the layer between the sole unit and the ins ##ole of the boot is known as the mid ##sol ##e .

reference_raw: The layer between the sole unit and the shoe insol is known as the middle.

reference_spacy_tokens: The layer between the sole unit and the shoe insol is known as the middle .


fn_spacy_tokens_for_baseline: Hundreds of Californians made their way to their computers after the quake , and checked in with each other on electronic bulletin boards , which link computers CB - radio - style , via phone lines .

source_bert_toks: hundreds of california ##ns made their way to their computers after the quake , and checked in with each other on electronic bulletin boards , which link computers cb - radio - style , via phone lines .

reference_raw: After the earthquake, hundreds of Californians reached their computers and checked in with one another on electronic bulletin boards linking computers with CB radios through telephone lines.

reference_spacy_tokens: After the earthquake , hundreds of Californians reached their computers and checked in with one another on electronic bulletin boards linking computers with CB radios through telephone lines .


fn_spacy_tokens_for_baseline: A former CIA officer says he made repeated efforts to alert top agency officials to problems with an Iraqi defector 's claims about the country 's mobile biological weapons labs but he was ignored , the Washington Post reported Sunday .

source_bert_toks: a former cia officer says he made repeated efforts to alert top agency officials to problems with an iraqi defect ##or ' s claims about the country ' s mobile biological weapons labs but he was ignored , the washington post reported sunday .

reference_raw: An ex-C.I.A. officer said he made repeated attempts to alert top agency officials to problems with the Iraqi defector's claims about the country's mobile bio-weapons laboratories, but he was ignored, and the Washington Post reported on Sunday.

reference_spacy_tokens: An ex - C.I.A. officer said he made repeated attempts to alert top agency officials to problems with the Iraqi defector 's claims about the country 's mobile bio - weapons laboratories , but he was ignored , and the Washington Post reported on Sunday .


fn_spacy_tokens_for_baseline: Churchill 's nostrils dilated as he took in all that he had been told .

source_bert_toks: churchill ' s nostrils dil ##ated as he took in all that he had been told .

reference_raw: Churchill's nostrils flared as he took what he was told.

reference_spacy_tokens: Churchill 's nostrils flared as he took what he was told .


fn_spacy_tokens_for_baseline: Now I am getting way too philosophical , but this is my final missive , so why not ?

source_bert_toks: now i am getting way too philosophical , but this is my final miss ##ive , so why not ?

reference_raw: I'm getting too philosophical right now, but this is my last mission, so why not?

reference_spacy_tokens: I 'm getting too philosophical right now , but this is my last mission , so why not ?


fn_spacy_tokens_for_baseline: They shackled my legs so that I could not run .

source_bert_toks: they shack ##led my legs so that i could not run .

reference_raw: They tied my legs so I couldn't run.

reference_spacy_tokens: They tied my legs so I could n't run .


fn_spacy_tokens_for_baseline: The Dayton Democrat , who has traveled to other crisis points including Sierra Leone and North Korea , will spend three days visiting hospitals and other facilities to seek understanding why aid has been ineffective in stemming malnourishment and other medical problems .

source_bert_toks: the dayton democrat , who has traveled to other crisis points including sierra leone and north korea , will spend three days visiting hospitals and other facilities to seek understanding why aid has been ineffective in stemming mal ##no ##uri ##sh ##ment and other medical problems .

reference_raw: Dayton Democrats, who have travelled to other crisis sites, including Sierra Leone and North Korea, will spend three days visiting hospitals and other facilities to see if assistance has been effective in curbing malnutrition and other health problems.

reference_spacy_tokens: Dayton Democrats , who have travelled to other crisis sites , including Sierra Leone and North Korea , will spend three days visiting hospitals and other facilities to see if assistance has been effective in curbing malnutrition and other health problems .


fn_spacy_tokens_for_baseline: The recreational pleasures that ordinary islanders enjoy have become synonymous with the name Jamaica : dancing to the heavily rhythmic musical beat ; taking a little marijuana ( or " ganja , " as it 's known here ) , which many Jamaicans view as a kind of medicinal herb ; or simply sitting back and chatting with friends on a bench or street corner , where the situation is described as " Irie " the equivalent of " Everything 's just fine ! "

source_bert_toks: the recreational pleasures that ordinary islanders enjoy have become synonymous with the name jamaica : dancing to the heavily rhythmic musical beat ; taking a little marijuana ( or " gan ##ja , " as it ' s known here ) , which many jamaican ##s view as a kind of medicinal herb ; or simply sitting back and chatting with friends on a bench or street corner , where the situation is described as " ir ##ie " the equivalent of " everything ' s just fine ! "

reference_raw: Recreational pleasures enjoyed by ordinary islanders became synonymous with the name Jamaica: dancing to a strong rhythm of music; taking a little marijuana (or "ganja," as it is known here), which many Jamaicans view as some sort of medicinal herb; or simply sitting back and chatting with friends on a bench or street corner, where the situation is described as "Irie" the equivalent of "All things" All right!

reference_spacy_tokens: Recreational pleasures enjoyed by ordinary islanders became synonymous with the name Jamaica : dancing to a strong rhythm of music ; taking a little marijuana ( or " ganja , " as it is known here ) , which many Jamaicans view as some sort of medicinal herb ; or simply sitting back and chatting with friends on a bench or street corner , where the situation is described as " Irie " the equivalent of " All things " All right !


fn_spacy_tokens_for_baseline: A grand colonial house , fully restored and outfitted with period furnishings , provides the centerpiece for this expanding " cultural village . "

source_bert_toks: a grand colonial house , fully restored and outfit ##ted with period furnishings , provides the center ##piece for this expanding " cultural village . "

reference_raw: The centerpiece of this expanding "cultural village" is a large colonial house, fully renovated and equipped with period furniture.

reference_spacy_tokens: The centerpiece of this expanding " cultural village " is a large colonial house , fully renovated and equipped with period furniture .


fn_spacy_tokens_for_baseline: A pub recommended by Egon Ronay is now cooking up spam and mash in its kitchen -- to feed children at a village school .

source_bert_toks: a pub recommended by ego ##n ron ##ay is now cooking up spa ##m and mas ##h in its kitchen - - to feed children at a village school .

reference_raw: The inn recommended by Egon Ronay is now brewing spam and mash in the kitchen to feed the children in the village school.

reference_spacy_tokens: The inn recommended by Egon Ronay is now brewing spam and mash in the kitchen to feed the children in the village school .


fn_spacy_tokens_for_baseline: Government troops attacked Ajdabiya on Tuesday , holding it for hours before withdrawing to the outskirts as rebels launched a counteroffensive .

source_bert_toks: government troops attacked aj ##da ##bi ##ya on tuesday , holding it for hours before withdrawing to the outskirts as rebels launched a counter ##off ##ens ##ive .

reference_raw: Government troops attacked Ajdabiya on Tuesday, holding it for hours before retreating to the suburbs as the rebels launched a counter-offensive attack.

reference_spacy_tokens: Government troops attacked Ajdabiya on Tuesday , holding it for hours before retreating to the suburbs as the rebels launched a counter - offensive attack .


fn_spacy_tokens_for_baseline: With warm sunshine , beautiful beaches , lush tropical scenery , and fine hotels , it is guaranteed to provide a little rest and relaxation .

source_bert_toks: with warm sunshine , beautiful beaches , lush tropical scenery , and fine hotels , it is guaranteed to provide a little rest and relaxation .

reference_raw: With warm sunlight, beautiful beaches, luxurious tropical landscapes, and beautiful hotels, it is guaranteed that you will be able to relax and relax.

reference_spacy_tokens: With warm sunlight , beautiful beaches , luxurious tropical landscapes , and beautiful hotels , it is guaranteed that you will be able to relax and relax .


fn_spacy_tokens_for_baseline: You have helped make Goodwill 's work possible with your previous support .

source_bert_toks: you have helped make goodwill ' s work possible with your previous support .

reference_raw: With your earlier support, you helped make goodwill's work possible.

reference_spacy_tokens: With your earlier support , you helped make goodwill 's work possible .


fn_spacy_tokens_for_baseline: An additional piece of evidence from the Senate : Holding other factors constant , such as incumbency advantages and regional factors , the difference between popular votes for Republican presidential and senatorial candidates in states conducting a Senate election turns out to be a positive function of how onerous the federal government 's tax burden is per state ( a progressive tax rate hits higher - income states harder ) .

source_bert_toks: an additional piece of evidence from the senate : holding other factors constant , such as inc ##umb ##ency advantages and regional factors , the difference between popular votes for republican presidential and senator ##ial candidates in states conducting a senate election turns out to be a positive function of how one ##rous the federal government ' s tax burden is per state ( a progressive tax rate hits higher - income states harder ) .

reference_raw: Other evidence from the Senate: keeping other factors constant, such as incumbency benefits and regional factors, the difference between the popular votes of Republican presidents and senators in the states holding the Senate elections proves to be a positive function of the burden of the federal government's tax burden on the state (the progressive tax rate hits higher income countries harder).

reference_spacy_tokens: Other evidence from the Senate : keeping other factors constant , such as incumbency benefits and regional factors , the difference between the popular votes of Republican presidents and senators in the states holding the Senate elections proves to be a positive function of the burden of the federal government 's tax burden on the state ( the progressive tax rate hits higher income countries harder ) .


fn_spacy_tokens_for_baseline: Cooling off in a Scottish loch : riders from the Castle Riding Centre , Argyllshire .

source_bert_toks: cooling off in a scottish loch : riders from the castle riding centre , argyll ##shire .

reference_raw: Cooling in the Scottish loche: riders of the Castle Riding Center in Argyllshire.

reference_spacy_tokens: Cooling in the Scottish loche : riders of the Castle Riding Center in Argyllshire .


fn_spacy_tokens_for_baseline: Another day a gang of convicts , chained together and bearing the mark of the broad arrow , clank along the platform en route for Portland , Dartmoor or Warwick .

source_bert_toks: another day a gang of convicts , chained together and bearing the mark of the broad arrow , clan ##k along the platform en route for portland , dart ##moor or warwick .

reference_raw: The next day a group of convicts, chained together and bearing the mark of a wide arrow, rattled along the platform on their way to Portland, Dartmoor, or Warwick.

reference_spacy_tokens: The next day a group of convicts , chained together and bearing the mark of a wide arrow , rattled along the platform on their way to Portland , Dartmoor , or Warwick .


fn_spacy_tokens_for_baseline: It was the first report of an improvement in Mandela 's condition since he was admitted to a hospital in Pretoria early Saturday after suffering a recurrence of a persistent lung ailment , a legacy of the tuberculosis he contracted during the 27 years he was imprisoned for opposing apartheid .

source_bert_toks: it was the first report of an improvement in mandela ' s condition since he was admitted to a hospital in pretoria early saturday after suffering a rec ##ur ##rence of a persistent lung ai ##lm ##ent , a legacy of the tuberculosis he contracted during the 27 years he was imprisoned for opposing apartheid .

reference_raw: It was the first report of an improvement in Mandela's state since he had been admitted to a hospital in Pretoria at the beginning of Saturday after he had suffered a recurrence of persistent lung disease, a legacy of the tuberculosis he had contracted during the 27 years he had been arrested for opposition to apartheid.

reference_spacy_tokens: It was the first report of an improvement in Mandela 's state since he had been admitted to a hospital in Pretoria at the beginning of Saturday after he had suffered a recurrence of persistent lung disease , a legacy of the tuberculosis he had contracted during the 27 years he had been arrested for opposition to apartheid .


fn_spacy_tokens_for_baseline: Cheoc Van and Hac Sa ( " Black Sands ") are both popular resort areas , with lifeguards on duty in summer and windsurfing boards for rent .

source_bert_toks: che ##oc van and ha ##c sa ( " black sands " ) are both popular resort areas , with life ##guard ##s on duty in summer and winds ##ur ##fin ##g boards for rent .

reference_raw: Cheoc Van and Hac Sa ("Black Sands") are both popular resort areas, with lifeguards on duty in the year and windsurfing boards for rent.

reference_spacy_tokens: Cheoc Van and Hac Sa ( " Black Sands " ) are both popular resort areas , with lifeguards on duty in the year and windsurfing boards for rent .


fn_spacy_tokens_for_baseline: Hall , who recently returned from a trip to Iraq , said U.N. economic sanctions have hurt millions of civilians there .

source_bert_toks: hall , who recently returned from a trip to iraq , said u . n . economic sanctions have hurt millions of civilians there .

reference_raw: Hall, who had just returned from his trip to Iraq, said that the economic sanctions of the United Nations had hurt millions of civilians there.

reference_spacy_tokens: Hall , who had just returned from his trip to Iraq , said that the economic sanctions of the United Nations had hurt millions of civilians there .


fn_spacy_tokens_for_baseline: Jennifer , she was born on April Fool 's Day .

source_bert_toks: jennifer , she was born on april fool ' s day .

reference_raw: Jennifer, she was born on "April Fool's Day."

reference_spacy_tokens: Jennifer , she was born on " April Fool 's Day . "


fn_spacy_tokens_for_baseline: That was the message delivered by government and private security experts at an all - day conference on corporate electronic espionage .

source_bert_toks: that was the message delivered by government and private security experts at an all - day conference on corporate electronic espionage .

reference_raw: This was a report delivered by government and private security experts at a daily conference on corporate electronic espionage.

reference_spacy_tokens: This was a report delivered by government and private security experts at a daily conference on corporate electronic espionage .


fn_spacy_tokens_for_baseline: From clinical and pharmacological viewpoints crack and freebase are the same .

source_bert_toks: from clinical and ph ##arm ##aco ##logical viewpoint ##s crack and free ##base are the same .

reference_raw: From a clinical and pharmacological point of view, cracks and open bases are the same.

reference_spacy_tokens: From a clinical and pharmacological point of view , cracks and open bases are the same .


fn_spacy_tokens_for_baseline: The young man suddenly seemed to shrink into himself , and turned a face imprinted with fear towards Montgomery .

source_bert_toks: the young man suddenly seemed to shrink into himself , and turned a face imprint ##ed with fear towards montgomery .

reference_raw: Abruptly, the young man seemed to shrank back into himself, and turned his face, imprinted with fear, to Montgomery.

reference_spacy_tokens: Abruptly , the young man seemed to shrank back into himself , and turned his face , imprinted with fear , to Montgomery .


fn_spacy_tokens_for_baseline: They first appeared in the Old World during Sigmar 's time , when a whole band crossed the Worlds Edge Mountains and conquered the other Orcs that lived in the hills to the northwest of Stirland .

source_bert_toks: they first appeared in the old world during sigma ##r ' s time , when a whole band crossed the worlds edge mountains and conquered the other or ##cs that lived in the hills to the northwest of stir ##land .

reference_raw: They first appeared in the Old World during the time of Sigmar, when an entire group crossed the Edge Mountains of the Worlds and conquered the other Orcs who lived in the mountains to the north-west of Stirland.

reference_spacy_tokens: They first appeared in the Old World during the time of Sigmar , when an entire group crossed the Edge Mountains of the Worlds and conquered the other Orcs who lived in the mountains to the north - west of Stirland .


fn_spacy_tokens_for_baseline: There was a paymaster providing ready money to pay natives , and a signals officer controlling the flow of reports back to Australia and the incoming news of airdrops or bombing raids : essential organisation , for even the most independent force needed supplies , and these had to travel over hundreds of miles of mountain tracks before reaching some platoon areas .

source_bert_toks: there was a pay ##master providing ready money to pay natives , and a signals officer controlling the flow of reports back to australia and the incoming news of air ##drop ##s or bombing raids : essential organisation , for even the most independent force needed supplies , and these had to travel over hundreds of miles of mountain tracks before reaching some platoon areas .

reference_raw: There was a paymaster who was ready to pay for the natives, and a signal officer who was in charge of the flow of messages to Australia and the incoming news of air raids or bombings: a basic organization, for even the most independent troops needed supplies, and they had to travel hundreds of miles of mountain tracks before they reached any of the platoon areas.

reference_spacy_tokens: There was a paymaster who was ready to pay for the natives , and a signal officer who was in charge of the flow of messages to Australia and the incoming news of air raids or bombings : a basic organization , for even the most independent troops needed supplies , and they had to travel hundreds of miles of mountain tracks before they reached any of the platoon areas .


fn_spacy_tokens_for_baseline: One factor is its location , just 24 miles from central London close to the A3 / M25 intersection in an area where demand is high and stockbroker - belt wallets are capacious .

source_bert_toks: one factor is its location , just 24 miles from central london close to the a ##3 / m2 ##5 intersection in an area where demand is high and stock ##bro ##ker - belt wallet ##s are cap ##acious .

reference_raw: One factor is its location, only 24 miles from central London, near the A3/M25 crossroads, in an area where demand is high and stockbroker belt wallets are capable.

reference_spacy_tokens: One factor is its location , only 24 miles from central London , near the A3 / M25 crossroads , in an area where demand is high and stockbroker belt wallets are capable .


fn_spacy_tokens_for_baseline: It may be ill - advised of a young woman dressed in a titillating manner to accept lifts from a stranger , just as it would be foolish for the owner of an expensive motor car to leave his vehicle parked overnight in an ill - lit side - street .

source_bert_toks: it may be ill - advised of a young woman dressed in a ti ##till ##ating manner to accept lifts from a stranger , just as it would be foolish for the owner of an expensive motor car to leave his vehicle parked overnight in an ill - lit side - street .

reference_raw: It might be unwise for a young woman in a titillating fashion to accept lifts from a stranger, just as it would be foolish for the owner of an expensive motor vehicle to leave his car parked overnight in an ill-lit street.

reference_spacy_tokens: It might be unwise for a young woman in a titillating fashion to accept lifts from a stranger , just as it would be foolish for the owner of an expensive motor vehicle to leave his car parked overnight in an ill - lit street .


fn_spacy_tokens_for_baseline: But it bewildered him and , in a sense , made him resentful .

source_bert_toks: but it bewildered him and , in a sense , made him res ##ent ##ful .

reference_raw: But it confused him and, in a way, made him angry.

reference_spacy_tokens: But it confused him and , in a way , made him angry .


fn_spacy_tokens_for_baseline: They stock headdresses from Cupid , handmade garters and shoe clips from Butterfly and Lace accessories , veils from Jean Elizabeth and offer a dyeing service on Dana Bridal Footwear .

source_bert_toks: they stock head ##dre ##sse ##s from cup ##id , hand ##made ga ##rter ##s and shoe clips from butterfly and lace accessories , veil ##s from jean elizabeth and offer a dye ##ing service on dana br ##idal foot ##wear .

reference_raw: They store Cupid's headbands, handmade garters and shoe clips from Butterfly and Lace accessories, Jean Elizabeth's veils, and offer the Dana Bridal Footwear dyeing service.

reference_spacy_tokens: They store Cupid 's headbands , handmade garters and shoe clips from Butterfly and Lace accessories , Jean Elizabeth 's veils , and offer the Dana Bridal Footwear dyeing service .


fn_spacy_tokens_for_baseline: The owner had bolted along with his fellow worshippers .

source_bert_toks: the owner had bolted along with his fellow worship ##pers .

reference_raw: The owner ran off with his fellow worshippers.

reference_spacy_tokens: The owner ran off with his fellow worshippers .


fn_spacy_tokens_for_baseline: What if , by some unforeseen mischance , the vaccinia - rabies hybrid turned into an organism that actually spread rabies - a disease that has always been comparatively difficult to catch -- with smallpox - like contagion ?

source_bert_toks: what if , by some un ##for ##ese ##en mis ##chan ##ce , the va ##cci ##nia - ra ##bies hybrid turned into an organism that actually spread ra ##bies - a disease that has always been comparatively difficult to catch - - with smallpox - like con ##tag ##ion ?

reference_raw: What if, by some unexpected accident, the vaccine rabies hybrid became an organism that actually spreads rabies - a disease that has always been relatively difficult to catch - with a smallpox infection?

reference_spacy_tokens: What if , by some unexpected accident , the vaccine rabies hybrid became an organism that actually spreads rabies - a disease that has always been relatively difficult to catch - with a smallpox infection ?


fn_spacy_tokens_for_baseline: historically , the powerful have encouraged hagiography , not critical investigation ..

source_bert_toks: historically , the powerful have encouraged ha ##gio ##graphy , not critical investigation . .

reference_raw: Historically, the powerful encouraged hagiographic, not critical research . . .

reference_spacy_tokens: Historically , the powerful encouraged hagiographic , not critical research . . .


fn_spacy_tokens_for_baseline: This conflict was to lead to the civil war and the beheading of Charles I in 1642 .

source_bert_toks: this conflict was to lead to the civil war and the be ##head ##ing of charles i in 1642 .

reference_raw: This conflict should have led to a civil war and the execution of Charles I in 1642.

reference_spacy_tokens: This conflict should have led to a civil war and the execution of Charles I in 1642 .


fn_spacy_tokens_for_baseline: On the other hand , extreme plagiarism , banality or cynicism still induce a certain queasiness in the beholder , which suggests there is some point in good architecture .

source_bert_toks: on the other hand , extreme pl ##agi ##aris ##m , ban ##ality or cy ##nic ##ism still induce a certain que ##asi ##ness in the behold ##er , which suggests there is some point in good architecture .

reference_raw: On the other hand, extreme plagiarism, banality, and cynicism continue to cause a certain degree of uncertainty in the beholder, indicating that there is some point in good architecture.

reference_spacy_tokens: On the other hand , extreme plagiarism , banality , and cynicism continue to cause a certain degree of uncertainty in the beholder , indicating that there is some point in good architecture .


fn_spacy_tokens_for_baseline: Truly , the cabin was in the heart of the forest .

source_bert_toks: truly , the cabin was in the heart of the forest .

reference_raw: In fact, the cabin was in the middle of the woods.

reference_spacy_tokens: In fact , the cabin was in the middle of the woods .


fn_spacy_tokens_for_baseline: The emphasis is on the word ' gentle ' , and that 's a good idea first thing in the morning , because the body does not like being rudely awakened from a deep sleep by 50 press - ups and a sprint round the block .

source_bert_toks: the emphasis is on the word ' gentle ' , and that ' s a good idea first thing in the morning , because the body does not like being rude ##ly awakened from a deep sleep by 50 press - ups and a sprint round the block .

reference_raw: The emphasis is on the word "gentle", which is a good idea first thing in the morning, because the body doesn't like to be rudely awakened from a deep sleep by 50 push-ups and running around the block.

reference_spacy_tokens: The emphasis is on the word " gentle " , which is a good idea first thing in the morning , because the body does n't like to be rudely awakened from a deep sleep by 50 push - ups and running around the block .


fn_spacy_tokens_for_baseline: If he met it in some nefarious enterprise her lips might be sealed .

source_bert_toks: if he met it in some ne ##far ##ious enterprise her lips might be sealed .

reference_raw: If he'd met her in some nefarious business, her mouth would have been sealed.

reference_spacy_tokens: If he 'd met her in some nefarious business , her mouth would have been sealed .


fn_spacy_tokens_for_baseline: Mr. Hammond worries that old age and the flightiness of youth will diminish the ranks of the East Anglian group that keeps the Aslacton bells pealing .

source_bert_toks: mr . hammond worries that old age and the flight ##iness of youth will dim ##ini ##sh the ranks of the east anglia ##n group that keeps the as ##la ##cton bells pea ##ling .

reference_raw: Mr. Hammond fears that old age and youth's flightiness will reduce the ranks of the East Anglian group, which will keep the Aslacton bells at bay.

reference_spacy_tokens: Mr. Hammond fears that old age and youth 's flightiness will reduce the ranks of the East Anglian group , which will keep the Aslacton bells at bay .


fn_spacy_tokens_for_baseline: Fossils tell an obscure story of man 's slow and sporadic development .

source_bert_toks: fossils tell an obscure story of man ' s slow and sporadic development .

reference_raw: Fossils tell a mysterious story about the slowly and sporadic development of man.

reference_spacy_tokens: Fossils tell a mysterious story about the slowly and sporadic development of man .


fn_spacy_tokens_for_baseline: The island of Jamaica will be near the top of the list for anyone planning an idyllic holiday getaway .

source_bert_toks: the island of jamaica will be near the top of the list for anyone planning an id ##yl ##lic holiday get ##away .

reference_raw: Jamaica Island will be close to the top of the list for anyone planning an idyllic holiday escape.

reference_spacy_tokens: Jamaica Island will be close to the top of the list for anyone planning an idyllic holiday escape .


fn_spacy_tokens_for_baseline: Fierce , sourly wise old adepts , who had retired from the field of stars , coached the intake of novices in the outer secrets of the art of the Inquisitor , his ken and practice .

source_bert_toks: fierce , sour ##ly wise old adept ##s , who had retired from the field of stars , coached the intake of novice ##s in the outer secrets of the art of the in ##qui ##sitor , his ken and practice .

reference_raw: Fierce, bitterly wise old apts, who had left the field of stars, trained the intake of novices in the outer secrets of the Inquisitor's art, his ken and his practice.

reference_spacy_tokens: Fierce , bitterly wise old apts , who had left the field of stars , trained the intake of novices in the outer secrets of the Inquisitor 's art , his ken and his practice .


fn_spacy_tokens_for_baseline: He felt they should be made to see Cabochon had misrepresented his brother .

source_bert_toks: he felt they should be made to see cab ##och ##on had mis ##re ##pres ##ented his brother .

reference_raw: He felt that they should be forced to see that Cabochon had wrongly represented his brother.

reference_spacy_tokens: He felt that they should be forced to see that Cabochon had wrongly represented his brother .


fn_spacy_tokens_for_baseline: The kinds of services we provide help people deal with obstacles like health care , transportation and child care - problems that are big enough on their own without being compounded by factors like physical and mental disabilities , illiteracy and lack of job skills .

source_bert_toks: the kinds of services we provide help people deal with obstacles like health care , transportation and child care - problems that are big enough on their own without being compound ##ed by factors like physical and mental disabilities , ill ##iter ##acy and lack of job skills .

reference_raw: The types of services we provide help people to tackle barriers such as health care, transport and childcare - problems that are large enough in themselves, without complicating factors such as physical and mental handicaps, illiteracy and lack of employment skills.

reference_spacy_tokens: The types of services we provide help people to tackle barriers such as health care , transport and childcare - problems that are large enough in themselves , without complicating factors such as physical and mental handicaps , illiteracy and lack of employment skills .


fn_spacy_tokens_for_baseline: If they were to escape back through the trench they would have to move quickly ; any moment now the sepoys would have crossed the yard from the hospital and outflanked them .

source_bert_toks: if they were to escape back through the trench they would have to move quickly ; any moment now the sep ##oys would have crossed the yard from the hospital and out ##fl ##an ##ked them .

reference_raw: If they had to run back through the trench, they'd have to move fast; any minute now the sepoys would have crossed the yard from the hospital and outsmarted them.

reference_spacy_tokens: If they had to run back through the trench , they 'd have to move fast ; any minute now the sepoys would have crossed the yard from the hospital and outsmarted them .


fn_spacy_tokens_for_baseline: Just east of the Star Ferry terminal , you 'll come to City Hall .

source_bert_toks: just east of the star ferry terminal , you ' ll come to city hall .

reference_raw: Just south of Star Ferry's terminal, you'll be arriving at City Hall.

reference_spacy_tokens: Just south of Star Ferry 's terminal , you 'll be arriving at City Hall .


fn_spacy_tokens_for_baseline: He lets out a piercing giggle that many have called infectious , but honestly , I would n't want to catch it .

source_bert_toks: he lets out a piercing giggle that many have called infectious , but honestly , i wouldn ' t want to catch it .

reference_raw: He lets out a piercing laugh that many people call infectious, but frankly, I don't want to catch him.

reference_spacy_tokens: He lets out a piercing laugh that many people call infectious , but frankly , I do n't want to catch him .


fn_spacy_tokens_for_baseline: It is not clear when South Africa began ballistic missile - related efforts , but reportedly by the mid - 1980s , some missile infrastructure existed in the country .

source_bert_toks: it is not clear when south africa began ballistic missile - related efforts , but reportedly by the mid - 1980s , some missile infrastructure existed in the country .

reference_raw: It is unclear when South Africa launched ballistic missile-related efforts, but reportedly in the mid-1980s there was some missile infrastructure in the country.

reference_spacy_tokens: It is unclear when South Africa launched ballistic missile - related efforts , but reportedly in the mid-1980s there was some missile infrastructure in the country .


fn_spacy_tokens_for_baseline: Our hands were handcuffed in the front .

source_bert_toks: our hands were hand ##cu ##ffed in the front .

reference_raw: Our hands were chained to the front.

reference_spacy_tokens: Our hands were chained to the front .


fn_spacy_tokens_for_baseline: Beneath the church , the Museum of Sacred Art houses a collection of sacramental objects .

source_bert_toks: beneath the church , the museum of sacred art houses a collection of sacrament ##al objects .

reference_raw: Below the church, the Museum of Sacred Art houses a collection of sacred objects.

reference_spacy_tokens: Below the church , the Museum of Sacred Art houses a collection of sacred objects .


fn_spacy_tokens_for_baseline: It was a Balkan wake , with black - scarved women keening and strapping soldiers in uniform weeping openly .

source_bert_toks: it was a balkan wake , with black - scar ##ved women keen ##ing and strap ##ping soldiers in uniform weeping openly .

reference_raw: It was a Balkan wake, and the black-scarved women were eager and strapping soldiers in uniform, crying openly.

reference_spacy_tokens: It was a Balkan wake , and the black - scarved women were eager and strapping soldiers in uniform , crying openly .


fn_spacy_tokens_for_baseline: With warm sunshine , beautiful beaches , lush tropical scenery , and fine hotels , it is guaranteed to provide a little rest and relaxation .

source_bert_toks: with warm sunshine , beautiful beaches , lush tropical scenery , and fine hotels , it is guaranteed to provide a little rest and relaxation .

reference_raw: With warm sunlight, beautiful beaches, lush tropical landscapes, and fine hotels, it is guaranteed to provide some rest and rest.

reference_spacy_tokens: With warm sunlight , beautiful beaches , lush tropical landscapes , and fine hotels , it is guaranteed to provide some rest and rest .


fn_spacy_tokens_for_baseline: The college 's 1000 students were forced to take shelter in the gymnasium .

source_bert_toks: the college ' s 1000 students were forced to take shelter in the gymnasium .

reference_raw: Thousands of students from the university were forced to hide in the gym.

reference_spacy_tokens: Thousands of students from the university were forced to hide in the gym .


fn_spacy_tokens_for_baseline: The spark was supposed to ignite the fusion reaction or miniature thermonuclear explosion .

source_bert_toks: the spark was supposed to ign ##ite the fusion reaction or miniature the ##rm ##on ##uc ##lea ##r explosion .

reference_raw: The spark should have triggered a fusion reaction or a miniature thermonuclear explosion.

reference_spacy_tokens: The spark should have triggered a fusion reaction or a miniature thermonuclear explosion .


fn_spacy_tokens_for_baseline: So why do n't we both get back to work now , instead of nattering on like a couple of housewives over the garden fence ? '

source_bert_toks: so why don ' t we both get back to work now , instead of nat ##tering on like a couple of house ##wives over the garden fence ? '

reference_raw: So why don't we both go back to work instead of rattling around like two housewives over a garden fence?'

reference_spacy_tokens: So why do n't we both go back to work instead of rattling around like two housewives over a garden fence ? '


fn_spacy_tokens_for_baseline: The islets themselves thrust upwards , a mass of weird shapes .

source_bert_toks: the isle ##ts themselves thrust upwards , a mass of weird shapes .

reference_raw: The islands themselves thrust upward, a mass of strange shapes.

reference_spacy_tokens: The islands themselves thrust upward , a mass of strange shapes .


fn_spacy_tokens_for_baseline: I held out a hand , and she pinched it with tiny , black - gloved fingers .

source_bert_toks: i held out a hand , and she pinched it with tiny , black - glove ##d fingers .

reference_raw: I held out my hand, and she rubbed it with small, black-gloved fingers.

reference_spacy_tokens: I held out my hand , and she rubbed it with small , black - gloved fingers .


fn_spacy_tokens_for_baseline: He aimed his red - and - white bike down Decatur Street , towards a small brick pub in the Quarter , searching for his last friend .

source_bert_toks: he aimed his red - and - white bike down decatur street , towards a small brick pub in the quarter , searching for his last friend .

reference_raw: He aimed his red-and-white bicycle down Decatur Street, toward a small brick inn in the Quarter, looking for his last friend.

reference_spacy_tokens: He aimed his red - and - white bicycle down Decatur Street , toward a small brick inn in the Quarter , looking for his last friend .


fn_spacy_tokens_for_baseline: In the heart of the English countryside he runs a workshop where four craftsmen turn out fine furniture .

source_bert_toks: in the heart of the english countryside he runs a workshop where four craftsmen turn out fine furniture .

reference_raw: He runs a shop in the heart of the English countryside where four craftsmen turn out fine furniture.

reference_spacy_tokens: He runs a shop in the heart of the English countryside where four craftsmen turn out fine furniture .


fn_spacy_tokens_for_baseline: ' The train had no heating , ' he said , blowing on his gloveless hands .

source_bert_toks: ' the train had no heating , ' he said , blowing on his glove ##less hands .

reference_raw: "There was no heat on the train," he said, puffing on his gloved hands.

reference_spacy_tokens: " There was no heat on the train , " he said , puffing on his gloved hands .


fn_spacy_tokens_for_baseline: John Bland , as amiable a sportsman as one would wish to meet , is naturally disturbed and disheartened by the increasing number of tournaments in which he , as a South African , can not compete .

source_bert_toks: john bland , as ami ##able a sportsman as one would wish to meet , is naturally disturbed and dish ##ear ##ten ##ed by the increasing number of tournaments in which he , as a south african , can not compete .

reference_raw: John Bland, as friendly as you would like to meet, is naturally disturbed and upset by the growing number of tournaments in which he, as a South African, cannot compete.

reference_spacy_tokens: John Bland , as friendly as you would like to meet , is naturally disturbed and upset by the growing number of tournaments in which he , as a South African , can not compete .


fn_spacy_tokens_for_baseline: Numerous Supreme Court precedents recognize a broad and encompassing power in Congress to engage in oversight and investigation .

source_bert_toks: numerous supreme court precedent ##s recognize a broad and encompassing power in congress to engage in oversight and investigation .

reference_raw: Many precedents of the Supreme Court recognise that Congress has a wide and encompassing authority to engage in oversight and investigation.

reference_spacy_tokens: Many precedents of the Supreme Court recognise that Congress has a wide and encompassing authority to engage in oversight and investigation .


fn_spacy_tokens_for_baseline: He touted the television V - chip ; praised the Kennedy - Kassebaum law ( an ultra - therapeutic law that guarantees portability of insurance but places no ceiling on the rates insurers can charge ) ; applauded the ban on " assault " rifles ; and bragged about the new FDA regulations that curb the advertising and sale of cigarettes to children .

source_bert_toks: he to ##uted the television v - chip ; praised the kennedy - ka ##sse ##baum law ( an ultra - therapeutic law that guarantees port ##ability of insurance but places no ceiling on the rates ins ##urer ##s can charge ) ; app ##lau ##ded the ban on " assault " rifles ; and bragg ##ed about the new fda regulations that curb the advertising and sale of cigarettes to children .

reference_raw: He used the TV V-chip; praised the Kennedy-Kassebaum Act (the ultra-therapeutic law that guarantees the portability of insurance, but does not set a ceiling on the tariffs that insurers can charge); applauded the ban on "assault" rifles; and boasted of the new FDA regulations that restrict the advertising and sale of cigarettes to children.

reference_spacy_tokens: He used the TV V - chip ; praised the Kennedy - Kassebaum Act ( the ultra - therapeutic law that guarantees the portability of insurance , but does not set a ceiling on the tariffs that insurers can charge ) ; applauded the ban on " assault " rifles ; and boasted of the new FDA regulations that restrict the advertising and sale of cigarettes to children .


fn_spacy_tokens_for_baseline: Just up a lane from the market is the Man Mo Temple , with long - burning incense coils hanging from its ceiling , a popular spot dedicated to the Taoist gods of war and literature .

source_bert_toks: just up a lane from the market is the man mo temple , with long - burning incense coil ##s hanging from its ceiling , a popular spot dedicated to the tao ##ist gods of war and literature .

reference_raw: The Man Mo Temple is just down the street from the marketplace, with long-burned incense coils hanging from the roof, a popular place dedicated to the Taoist gods of war and literature.

reference_spacy_tokens: The Man Mo Temple is just down the street from the marketplace , with long - burned incense coils hanging from the roof , a popular place dedicated to the Taoist gods of war and literature .


fn_spacy_tokens_for_baseline: A PENSIONER was killed and her husband is fighting for his life after an explosion ripped through their home .

source_bert_toks: a pension ##er was killed and her husband is fighting for his life after an explosion ripped through their home .

reference_raw: One of the Pensioners was killed, and her husband is fighting for his life after the explosion tore through their house.

reference_spacy_tokens: One of the Pensioners was killed , and her husband is fighting for his life after the explosion tore through their house .


fn_spacy_tokens_for_baseline: Rush Limbaugh , Ollie North , and Gordon Liddy made hay of the story , and several congressional Republicans demanded investigations , thereby entitling the mainstream press to wade in .

source_bert_toks: rush limb ##au ##gh , ollie north , and gordon lid ##dy made hay of the story , and several congressional republicans demanded investigations , thereby en ##ti ##tling the mainstream press to wade in .

reference_raw: Rush Limbaugh, Ollie North, and Gordon Liddy were making hay of the story, and several Congressional Republicans were asking for an investigation, which gave the mainstream press permission to wade in.

reference_spacy_tokens: Rush Limbaugh , Ollie North , and Gordon Liddy were making hay of the story , and several Congressional Republicans were asking for an investigation , which gave the mainstream press permission to wade in .


fn_spacy_tokens_for_baseline: Cornell found a number of employment options that he never dreamed existed after a work - site injury forced him out of his job at a foundry .

source_bert_toks: cornell found a number of employment options that he never dreamed existed after a work - site injury forced him out of his job at a foundry .

reference_raw: Cornell had found a number of job opportunities he had never dreamed would exist after the job-site injuries had forced him out of the job at the foundry.

reference_spacy_tokens: Cornell had found a number of job opportunities he had never dreamed would exist after the job - site injuries had forced him out of the job at the foundry .


fn_spacy_tokens_for_baseline: The speaker 's ability to plan utterances is not sufficiently good to allow planning and production to co - occur smoothly and without interference ; and so there are periods when production must suffer if planning is to proceed .

source_bert_toks: the speaker ' s ability to plan utter ##ances is not sufficiently good to allow planning and production to co - occur smoothly and without interference ; and so there are periods when production must suffer if planning is to proceed .

reference_raw: The loudspeaker's ability to plan speeches is not good enough to allow planning and production to co-exist smoothly and without interference; therefore, there are times when production has to suffer if planning is to continue.

reference_spacy_tokens: The loudspeaker 's ability to plan speeches is not good enough to allow planning and production to co - exist smoothly and without interference ; therefore , there are times when production has to suffer if planning is to continue .


fn_spacy_tokens_for_baseline: By 1945 Siegel had become one of Las Vegas 's original visionaries , planning an opulent resort on the southern end of the LA Highway .

source_bert_toks: by 1945 siegel had become one of las vegas ' s original vision ##aries , planning an op ##ulent resort on the southern end of the la highway .

reference_raw: By 1945, Siegel had become one of the original visionaries of Las Vegas, and had set up an opulent resort on the south end of the Los Angeles Highway.

reference_spacy_tokens: By 1945 , Siegel had become one of the original visionaries of Las Vegas , and had set up an opulent resort on the south end of the Los Angeles Highway .


fn_spacy_tokens_for_baseline: In this field , Iran 's research is concentrated in creating genes that produce toxins against insect pests ; improving the biological resistance of plants ; formulating new pesticides ; improving techniques of spraying or otherwise disseminating pesticides ; investigating the effects on native plant species after they have been introduced to various pests and diseases ; preventing the production of mycotoxins in crops ; producing plant viruses and their corresponding antiserums for an antiserum bank ; and manufacturing pheromones and hormones to combat arthropods that harm Iran 's agricultural industry .

source_bert_toks: in this field , iran ' s research is concentrated in creating genes that produce toxin ##s against insect pest ##s ; improving the biological resistance of plants ; formula ##ting new pest ##icides ; improving techniques of spraying or otherwise di ##sse ##minating pest ##icides ; investigating the effects on native plant species after they have been introduced to various pest ##s and diseases ; preventing the production of my ##cot ##ox ##ins in crops ; producing plant viruses and their corresponding anti ##ser ##ums for an anti ##ser ##um bank ; and manufacturing ph ##ero ##mon ##es and hormones to combat art ##hr ##op ##ods that harm iran ' s agricultural industry .

reference_raw: In this area, Iran's research is focused on the creation of genes that produce toxins against insect pests; the improvement of plant bioresistance; the formulation of new pesticides; the improvement of methods of spraying or otherwise spreading pesticides; the investigation of the effects on native plant species after their introduction on different pests and diseases; the prevention of mycotoxins in crops; the manufacture of plant viruses and their corresponding antis for antiserums. Erum Bank; and the manufacture of pheromones and hormones for the fight against arthropods that harm the agricultural sector in Iran.

reference_spacy_tokens: In this area , Iran 's research is focused on the creation of genes that produce toxins against insect pests ; the improvement of plant bioresistance ; the formulation of new pesticides ; the improvement of methods of spraying or otherwise spreading pesticides ; the investigation of the effects on native plant species after their introduction on different pests and diseases ; the prevention of mycotoxins in crops ; the manufacture of plant viruses and their corresponding antis for antiserums . Erum Bank ; and the manufacture of pheromones and hormones for the fight against arthropods that harm the agricultural sector in Iran .


fn_spacy_tokens_for_baseline: Namma - holes have been variously described ; to Carnegie they are depressions on the surface of rocks , often with a rounded bottom , where stones are often found , suggesting that the stones have something to do with the formation of the holes .

source_bert_toks: nam ##ma - holes have been variously described ; to carnegie they are depression ##s on the surface of rocks , often with a rounded bottom , where stones are often found , suggesting that the stones have something to do with the formation of the holes .

reference_raw: The namma holes were described differently; to Carnegie, they were depressions on the surface of the rocks, often with rounded bottoms, where stones were often discovered, indicating that the stones had something to do with the formation of the holes.

reference_spacy_tokens: The namma holes were described differently ; to Carnegie , they were depressions on the surface of the rocks , often with rounded bottoms , where stones were often discovered , indicating that the stones had something to do with the formation of the holes .


fn_spacy_tokens_for_baseline: Her thin hands clenched , and her worn face blanched with the passion of her hatred .

source_bert_toks: her thin hands clenched , and her worn face blanche ##d with the passion of her hatred .

reference_raw: Her slender hands clenched, and her worn face blanched with the passion of her hatred.

reference_spacy_tokens: Her slender hands clenched , and her worn face blanched with the passion of her hatred .


fn_spacy_tokens_for_baseline: ' I 'm sure , Watson , a week in the country will be invaluable to you , ' he remarked .

source_bert_toks: ' i ' m sure , watson , a week in the country will be in ##val ##ua ##ble to you , ' he remarked .

reference_raw: "I'm sure you'll find a week in this land invaluable, Watson," he said.

reference_spacy_tokens: " I 'm sure you 'll find a week in this land invaluable , Watson , " he said .


fn_spacy_tokens_for_baseline: The truck - sized stone Ars Gratia Artis lion on the roof mewled and leaped for a safer perch .

source_bert_toks: the truck - sized stone ars gr ##ati ##a art ##is lion on the roof me ##wled and leaped for a safer perch .

reference_raw: On the roof, the truck-sized stone of Ars Gratia Artis mumbled and leapt to a safer perch.

reference_spacy_tokens: On the roof , the truck - sized stone of Ars Gratia Artis mumbled and leapt to a safer perch .


fn_spacy_tokens_for_baseline: But another will come , and yet another , until some day justice will be done ; that is as certain as the rise of to - morrow 's sun . '

source_bert_toks: but another will come , and yet another , until some day justice will be done ; that is as certain as the rise of to - morrow ' s sun . '

reference_raw: But there would be another, and another, until one day justice would be done; that was as sure as the sunrise of tomorrow's sun.'

reference_spacy_tokens: But there would be another , and another , until one day justice would be done ; that was as sure as the sunrise of tomorrow 's sun . '


fn_spacy_tokens_for_baseline: But I was sitting on the sands of Ke Iki at midnight with a fairy - tale princess , a Botticelli Venus whose long blonde tresses reflected golden glints from the fire .

source_bert_toks: but i was sitting on the sands of ke ik ##i at midnight with a fairy - tale princess , a bot ##tic ##elli venus whose long blonde tres ##ses reflected golden glint ##s from the fire .

reference_raw: But in the middle of the night, I sat in the sands of Ke Iki with a fairy-tale princess, Botticelli Venus, whose long blond tresses reflected the golden gleams of the fire.

reference_spacy_tokens: But in the middle of the night , I sat in the sands of Ke Iki with a fairy - tale princess , Botticelli Venus , whose long blond tresses reflected the golden gleams of the fire .


fn_spacy_tokens_for_baseline: But in order to justify termination of your services on this basis , the employer would certainly have to go to great lengths to treat you in a caring and reasonable manner .

source_bert_toks: but in order to justify termination of your services on this basis , the employer would certainly have to go to great lengths to treat you in a caring and reasonable manner .

reference_raw: However, in order to justify discontinuing your service on that basis, the employer would certainly have to go to a great deal of length to treat you with care and reasonable care.

reference_spacy_tokens: However , in order to justify discontinuing your service on that basis , the employer would certainly have to go to a great deal of length to treat you with care and reasonable care .


fn_spacy_tokens_for_baseline: She groped underneath and found something angular in his tunic pocket .

source_bert_toks: she gr ##oped underneath and found something angular in his tunic pocket .

reference_raw: She fumbled under him and found something square in the pocket of his tunic.

reference_spacy_tokens: She fumbled under him and found something square in the pocket of his tunic .


fn_spacy_tokens_for_baseline: Camille wondered whether , if she was not here , he would be more expansive , then remembered that he had always been a man of few words .

source_bert_toks: camille wondered whether , if she was not here , he would be more expansive , then remembered that he had always been a man of few words .

reference_raw: Camille wondered if he'd be more extensive if he wasn't here, then remembered that he'd always been a man of few words.

reference_spacy_tokens: Camille wondered if he 'd be more extensive if he was n't here , then remembered that he 'd always been a man of few words .


fn_spacy_tokens_for_baseline: Vasili shook her shoulders violently then slapped her across the face .

source_bert_toks: va ##sil ##i shook her shoulders violently then slapped her across the face .

reference_raw: Vasili shrugged violently, then slapped her across the face.

reference_spacy_tokens: Vasili shrugged violently , then slapped her across the face .


fn_spacy_tokens_for_baseline: Even from across the pool we could hear the yammer of their animated conversation .

source_bert_toks: even from across the pool we could hear the ya ##mmer of their animated conversation .

reference_raw: Even from the other side of the pool, we could hear the sound of their animated conversation.

reference_spacy_tokens: Even from the other side of the pool , we could hear the sound of their animated conversation .


fn_spacy_tokens_for_baseline: ' Barn owls breed very easily in captivity , but releasing them is a time - consuming process . '

source_bert_toks: ' barn owls breed very easily in captivity , but releasing them is a time - consuming process . '

reference_raw: "Barn owls breed very easily in captivity, but it's a time-consuming process to let them go."

reference_spacy_tokens: " Barn owls breed very easily in captivity , but it 's a time - consuming process to let them go . "


fn_spacy_tokens_for_baseline: In the past , too high a priority was given to placating jail unions , he told the prison service annual conference in Blackpool .

source_bert_toks: in the past , too high a priority was given to pl ##aca ##ting jail unions , he told the prison service annual conference in blackpool .

reference_raw: In the past, too high a priority had been given to the establishment of prison unions, and he had told the prison service annual conference in Blackpool.

reference_spacy_tokens: In the past , too high a priority had been given to the establishment of prison unions , and he had told the prison service annual conference in Blackpool .


fn_spacy_tokens_for_baseline: But the kaiser pleased the tsar by vetoing Prince Alexander 's return to the Bulgarian throne .

source_bert_toks: but the kaiser pleased the tsar by veto ##ing prince alexander ' s return to the bulgarian throne .

reference_raw: But the Emperor delighted the tsar by vetoing the return of Prince Alexander to the Bulgarian throne.

reference_spacy_tokens: But the Emperor delighted the tsar by vetoing the return of Prince Alexander to the Bulgarian throne .


fn_spacy_tokens_for_baseline: ' There are too many people around who think it 's easy to make sandwiches and will set up in a garden shed , almost , ' said Jim Winship , director of the British Sandwich Association .

source_bert_toks: ' there are too many people around who think it ' s easy to make sandwiches and will set up in a garden shed , almost , ' said jim wins ##hip , director of the british sandwich association .

reference_raw: 'There's a lot of people around here who think it's easy to make sandwiches, and they'll almost set up in a garden shed,' said Jim Winship, head of the British Sandwich Association.

reference_spacy_tokens: ' There 's a lot of people around here who think it 's easy to make sandwiches , and they 'll almost set up in a garden shed , ' said Jim Winship , head of the British Sandwich Association .


fn_spacy_tokens_for_baseline: Miriam presiding over a display of woven baskets and woolly mitts -- some hopes !

source_bert_toks: miriam presiding over a display of woven baskets and wool ##ly mit ##ts - - some hopes !

reference_raw: Miriam presided over a display of woven baskets and woollen gloves - some hope!

reference_spacy_tokens: Miriam presided over a display of woven baskets and woollen gloves - some hope !


fn_spacy_tokens_for_baseline: Early buildings were in wood and have perished , but parts of later stone ones survive .

source_bert_toks: early buildings were in wood and have perished , but parts of later stone ones survive .

reference_raw: The early buildings were wooded and destroyed, but parts of the later stone survived.

reference_spacy_tokens: The early buildings were wooded and destroyed , but parts of the later stone survived .


fn_spacy_tokens_for_baseline: Meanwhile , Iran has also developed short - range artillery rockets and is producing the Scud - B and the Scud - C -- called the Shehab-1 and Shehab-2 , respectively .

source_bert_toks: meanwhile , iran has also developed short - range artillery rockets and is producing the sc ##ud - b and the sc ##ud - c - - called the she ##hab - 1 and she ##hab - 2 , respectively .

reference_raw: In the meantime, Iran has also developed short-range artillery missiles and is producing Scud B and Scud-C-called Shehab-1 and Shehab-2.

reference_spacy_tokens: In the meantime , Iran has also developed short - range artillery missiles and is producing Scud B and Scud - C - called Shehab-1 and Shehab-2 .


fn_spacy_tokens_for_baseline: My aunt Mary was petite , pretty , and very ambitious .

source_bert_toks: my aunt mary was petite , pretty , and very ambitious .

reference_raw: Aunt Mary was small, beautiful, and very ambitious.

reference_spacy_tokens: Aunt Mary was small , beautiful , and very ambitious .


fn_spacy_tokens_for_baseline: He waded out to the craft and held her bows while Gomez shed shoes and socks and rolled up his Oxfords .

source_bert_toks: he wade ##d out to the craft and held her bows while gomez shed shoes and socks and rolled up his oxford ##s .

reference_raw: He waded to the boat and held her bows while Gomez put out his boots and socks and rolled up his Oxfords.

reference_spacy_tokens: He waded to the boat and held her bows while Gomez put out his boots and socks and rolled up his Oxfords .


fn_spacy_tokens_for_baseline: Over fifteen thousand have been seriously wounded .

source_bert_toks: over fifteen thousand have been seriously wounded .

reference_raw: More than 15,000 were seriously injured.

reference_spacy_tokens: More than 15,000 were seriously injured .


fn_spacy_tokens_for_baseline: The less complicated version of playing tunes on bells , as do the carillons of continental Europe , is considered by the English to be childish , fit only for foreigners .

source_bert_toks: the less complicated version of playing tunes on bells , as do the car ##illon ##s of continental europe , is considered by the english to be childish , fit only for foreigners .

reference_raw: The less complicated version of playing tunes on bells, like the carillons in continental Europe, is considered childish by the English to be suitable only for foreigners.

reference_spacy_tokens: The less complicated version of playing tunes on bells , like the carillons in continental Europe , is considered childish by the English to be suitable only for foreigners .


fn_spacy_tokens_for_baseline: Second , it explains why voters hold Congress in disdain but generally love their own congressional representatives : Any individual legislator 's constituents appreciate the specific benefits that the legislator wins for them but not the overall cost associated with every other legislator doing likewise for his own constituency .

source_bert_toks: second , it explains why voters hold congress in disdain but generally love their own congressional representatives : any individual legislator ' s constituents appreciate the specific benefits that the legislator wins for them but not the overall cost associated with every other legislator doing likewise for his own constituency .

reference_raw: Second, it explains why voters hold Congress in contempt, but generally love their own congressional delegates: each individual legislator appreciates the special benefits that the legislator wins for them, but not the total costs associated with each other legislator doing the same for its own constitution.

reference_spacy_tokens: Second , it explains why voters hold Congress in contempt , but generally love their own congressional delegates : each individual legislator appreciates the special benefits that the legislator wins for them , but not the total costs associated with each other legislator doing the same for its own constitution .


fn_spacy_tokens_for_baseline: Nobody 's bothered about Pike or how or why he went through Mr Marr 's pockets , cleaned out his ID , took his keys and squatted in the house to acquaint himself with the principles of ufology .

source_bert_toks: nobody ' s bothered about pike or how or why he went through mr mar ##r ' s pockets , cleaned out his id , took his keys and squat ##ted in the house to ac ##qua ##int himself with the principles of ufo ##logy .

reference_raw: No one bothered about Pike or how or why he went through Mr. Marr's pockets, cleaned his papers, took his keys, and crouched in the house to learn the principles of ufology.

reference_spacy_tokens: No one bothered about Pike or how or why he went through Mr. Marr 's pockets , cleaned his papers , took his keys , and crouched in the house to learn the principles of ufology .


fn_spacy_tokens_for_baseline: It intensifies debate about gender differences , and acts against the pacifying , inoculating effects egalitarian feminist psychology often has .

source_bert_toks: it int ##ens ##ifies debate about gender differences , and acts against the pac ##ifying , in ##oc ##ulating effects e ##gal ##itarian feminist psychology often has .

reference_raw: It strengthens the debate on gender differences and acts against the pacification and inoculation of the effects that egalitarian feminist psychology often has.

reference_spacy_tokens: It strengthens the debate on gender differences and acts against the pacification and inoculation of the effects that egalitarian feminist psychology often has .


fn_spacy_tokens_for_baseline: The Dayton Democrat , who has traveled to other crisis points including Sierra Leone and North Korea , will spend three days visiting hospitals and other facilities to seek understanding why aid has been ineffective in stemming malnourishment and other medical problems .

source_bert_toks: the dayton democrat , who has traveled to other crisis points including sierra leone and north korea , will spend three days visiting hospitals and other facilities to seek understanding why aid has been ineffective in stemming mal ##no ##uri ##sh ##ment and other medical problems .

reference_raw: Dayton Democrat, who has travelled to other crisis sites, including Sierra Leone and North Korea, will spend three days visiting hospitals and other facilities to try to understand why assistance is not effective in curbing malnutrition and other health problems.

reference_spacy_tokens: Dayton Democrat , who has travelled to other crisis sites , including Sierra Leone and North Korea , will spend three days visiting hospitals and other facilities to try to understand why assistance is not effective in curbing malnutrition and other health problems .


fn_spacy_tokens_for_baseline: Denise Harriman , the senator 's aide , uttered a barely audible sigh which I translated as an expression of relief that her responsibility for the twins was ending .

source_bert_toks: denise ha ##rri ##man , the senator ' s aide , uttered a barely audible sigh which i translated as an expression of relief that her responsibility for the twins was ending .

reference_raw: Denise Harriman, the senator's assistant, gave a barely audible sigh, which I conveyed as a relief that her responsibility for the twins was over.

reference_spacy_tokens: Denise Harriman , the senator 's assistant , gave a barely audible sigh , which I conveyed as a relief that her responsibility for the twins was over .


fn_spacy_tokens_for_baseline: The proof of this lies in the fact that it was H E who had arranged for the presence of Scott Eccles , which could only have been done for the purpose of an alibi .

source_bert_toks: the proof of this lies in the fact that it was h e who had arranged for the presence of scott ec ##cles , which could only have been done for the purpose of an ali ##bi .

reference_raw: The proof of that is that it was HE who arranged for Scott Eccles to be present, which could only be done for an alibi.

reference_spacy_tokens: The proof of that is that it was HE who arranged for Scott Eccles to be present , which could only be done for an alibi .


fn_spacy_tokens_for_baseline: Sylvie was no longer the withdrawn , slightly pitiable figure she had last seen in New York .

source_bert_toks: sylvie was no longer the withdrawn , slightly pit ##iable figure she had last seen in new york .

reference_raw: Sylvia was no longer the withdrawn, slightly regrettable figure she had last seen in New York.

reference_spacy_tokens: Sylvia was no longer the withdrawn , slightly regrettable figure she had last seen in New York .


fn_spacy_tokens_for_baseline: The reasons young people sniff glue vary with each individual .

source_bert_toks: the reasons young people sniff glue vary with each individual .

reference_raw: The reason why young people smell glue is different from one person to the other.

reference_spacy_tokens: The reason why young people smell glue is different from one person to the other .


fn_spacy_tokens_for_baseline: ARMAGH battled bravely before surrendering the initiative to Portadown during the closing ten minutes after a keenly fought first round encounter .

source_bert_toks: armagh battled brave ##ly before surrender ##ing the initiative to port ##ado ##wn during the closing ten minutes after a keen ##ly fought first round encounter .

reference_raw: ARMAGH fought bravely before giving up the initiative to Portadown in the final ten minutes after the fierce first round meeting.

reference_spacy_tokens: ARMAGH fought bravely before giving up the initiative to Portadown in the final ten minutes after the fierce first round meeting .


fn_spacy_tokens_for_baseline: Pay a visit to the Casa Museu da Taipa , and you 'll be able to get a glimpse of how Macanese families lived in former days .

source_bert_toks: pay a visit to the casa muse ##u da tai ##pa , and you ' ll be able to get a glimpse of how mac ##ane ##se families lived in former days .

reference_raw: You visit the Casa Museu da Taipa, and you'll see how the Macane family lived in the past.

reference_spacy_tokens: You visit the Casa Museu da Taipa , and you 'll see how the Macane family lived in the past .


fn_spacy_tokens_for_baseline: I stood ready with the boat - hook to make sure we did n't bump against the rocks of the mooring .

source_bert_toks: i stood ready with the boat - hook to make sure we didn ' t bump against the rocks of the moor ##ing .

reference_raw: I was ready with the boat hook to make sure we didn't hit the mooring rocks.

reference_spacy_tokens: I was ready with the boat hook to make sure we did n't hit the mooring rocks .


fn_spacy_tokens_for_baseline: One survey says that of the 100,000 trained bellringers in England today , only 40,000 of them still ring .

source_bert_toks: one survey says that of the 100 , 000 trained bell ##ring ##ers in england today , only 40 , 000 of them still ring .

reference_raw: According to one survey, out of the 100,000 trained bellringers in England today, only 40,000 of them are still in the air.

reference_spacy_tokens: According to one survey , out of the 100,000 trained bellringers in England today , only 40,000 of them are still in the air .


fn_spacy_tokens_for_baseline: All three were arrested by U.S. military police on Sept. 6 , and held in a brig until indicted by the local authorities Sept. 29 .

source_bert_toks: all three were arrested by u . s . military police on sept . 6 , and held in a brig until indicted by the local authorities sept . 29 .

reference_raw: All three of them were arrested by the U.S. Military Police on September 6th and held in prison until the local authorities indicted September 29th.

reference_spacy_tokens: All three of them were arrested by the U.S. Military Police on September 6th and held in prison until the local authorities indicted September 29th .


fn_spacy_tokens_for_baseline: That December the birds thronged near Gould 's encampment near Brezi .

source_bert_toks: that december the birds th ##rong ##ed near gould ' s en ##camp ##ment near br ##ez ##i .

reference_raw: That December, the birds crowded near Gould's camp near Brezi.

reference_spacy_tokens: That December , the birds crowded near Gould 's camp near Brezi .


fn_spacy_tokens_for_baseline: A 1937 count found 300,000 wading birds in the Everglades ; by 1988 the number had dropped to 15,000 .

source_bert_toks: a 1937 count found 300 , 000 wadi ##ng birds in the ever ##gl ##ades ; by 1988 the number had dropped to 15 , 000 .

reference_raw: There were 300,000 wading birds in the Everglades in 1937; by 1988 the number had fallen to 15,000.

reference_spacy_tokens: There were 300,000 wading birds in the Everglades in 1937 ; by 1988 the number had fallen to 15,000 .


fn_spacy_tokens_for_baseline: Anyone could be sprawled there .

source_bert_toks: anyone could be sprawled there .

reference_raw: Anyone could be spread out there.

reference_spacy_tokens: Anyone could be spread out there .


fn_spacy_tokens_for_baseline: But I was dealing with characters who were gliding along the surface of Tuscany , a beguiling countryside which they thought of as an extension of England .

source_bert_toks: but i was dealing with characters who were gliding along the surface of tuscany , a beg ##uil ##ing countryside which they thought of as an extension of england .

reference_raw: But I was dealing with figures that glided across the surface of Tuscany, a fascinating landscape that they considered to be an extension of England.

reference_spacy_tokens: But I was dealing with figures that glided across the surface of Tuscany , a fascinating landscape that they considered to be an extension of England .


fn_spacy_tokens_for_baseline: This increased Black presence precipitated a fierce political debate .

source_bert_toks: this increased black presence pre ##ci ##pit ##ated a fierce political debate .

reference_raw: This increased presence of the Blacks has prompted a fierce political debate.

reference_spacy_tokens: This increased presence of the Blacks has prompted a fierce political debate .


fn_spacy_tokens_for_baseline: But the idea has been nipped in the bud by the local council , which has refused to grant a music licence .

source_bert_toks: but the idea has been ni ##pped in the bud by the local council , which has refused to grant a music licence .

reference_raw: But the idea was nibbled in the bud by a local council that refused to grant a music license.

reference_spacy_tokens: But the idea was nibbled in the bud by a local council that refused to grant a music license .


fn_spacy_tokens_for_baseline: Five minutes footage a day is good going and they use only 1 foot of film out of every 15 feet shot .

source_bert_toks: five minutes footage a day is good going and they use only 1 foot of film out of every 15 feet shot .

reference_raw: Five minutes of filming a day is good to go, and they only use one leg of film per 15-foot shot.

reference_spacy_tokens: Five minutes of filming a day is good to go , and they only use one leg of film per 15-foot shot .


fn_spacy_tokens_for_baseline: Quickly thrusting the thought away , she clattered the glass against her teeth , gulped a larger mouthful than she intended , and struggled desperately not to cough .

source_bert_toks: quickly thrusting the thought away , she cl ##atter ##ed the glass against her teeth , gulped a larger mouthful than she intended , and struggled desperately not to cough .

reference_raw: She pushed the thought away quickly, slammed the glass against her teeth, swallowed more than she had intended, and tried desperately not to cough.

reference_spacy_tokens: She pushed the thought away quickly , slammed the glass against her teeth , swallowed more than she had intended , and tried desperately not to cough .


fn_spacy_tokens_for_baseline: Anyway it did n't Spoil anything , and the whole event will be a vivid memory for ever .

source_bert_toks: anyway it didn ' t spoil anything , and the whole event will be a vivid memory for ever .

reference_raw: In any case, it didn't spill anything, and the whole event would be a vivid remembrance forever.

reference_spacy_tokens: In any case , it did n't spill anything , and the whole event would be a vivid remembrance forever .


fn_spacy_tokens_for_baseline: The impression of the visitor today will be that very little has changed .

source_bert_toks: the impression of the visitor today will be that very little has changed .

reference_raw: Today's visitor will feel that very little has changed.

reference_spacy_tokens: Today 's visitor will feel that very little has changed .


fn_spacy_tokens_for_baseline: I ran to the pantry .

source_bert_toks: i ran to the pantry .

reference_raw: I ran into the wardrobe.

reference_spacy_tokens: I ran into the wardrobe .


fn_spacy_tokens_for_baseline: It was reported that over - ripe tomatoes and some oldish eggs had been tossed at the door of two southern commercial stations , which was a smear tactic we deplored with emphasis .

source_bert_toks: it was reported that over - ripe tomatoes and some old ##ish eggs had been tossed at the door of two southern commercial stations , which was a sm ##ear tactic we de ##pl ##ored with emphasis .

reference_raw: Overripe tomatoes and some old-fashioned eggs were reported to have been thrown at the door of two southern commercial stations, a smear tactic that we regretted with emphasis.

reference_spacy_tokens: Overripe tomatoes and some old - fashioned eggs were reported to have been thrown at the door of two southern commercial stations , a smear tactic that we regretted with emphasis .


fn_spacy_tokens_for_baseline: His friend and secretary , Mr. Lucas , is undoubtedly a foreigner , chocolate brown , wily , suave , and catlike , with a poisonous gentleness of speech .

source_bert_toks: his friend and secretary , mr . lucas , is undoubtedly a foreigner , chocolate brown , wil ##y , su ##ave , and cat ##like , with a poisonous gentle ##ness of speech .

reference_raw: His friend and secretary, Mr. Lucas, is no doubt a stranger, chocolate-brown, wily, suave, and catlike, with a venomous tenderness of speech.

reference_spacy_tokens: His friend and secretary , Mr. Lucas , is no doubt a stranger , chocolate - brown , wily , suave , and catlike , with a venomous tenderness of speech .


fn_spacy_tokens_for_baseline: As he looked at her , preparing to bargain all over again , there was a splat ! of sparks from the light , a high - pitched sizzle , and then darkness .

source_bert_toks: as he looked at her , preparing to bargain all over again , there was a sp ##lat ! of sparks from the light , a high - pitched si ##zzle , and then darkness .

reference_raw: As he looked at her, preparing to negotiate again, there was a splash of sparks from the light, a high hiss, and then darkness.

reference_spacy_tokens: As he looked at her , preparing to negotiate again , there was a splash of sparks from the light , a high hiss , and then darkness .


fn_spacy_tokens_for_baseline: The Court of Appeal declined to adjudicate on this matter , holding that the views expressed by the judge as to the nature of the court 's jurisdiction were both obiter and academic .

source_bert_toks: the court of appeal declined to ad ##ju ##dicate on this matter , holding that the views expressed by the judge as to the nature of the court ' s jurisdiction were both ob ##iter and academic .

reference_raw: The Court of Appeal refused to rule on the matter, taking the view that the views expressed by the judge on the nature of the jurisdiction of the court were both obiter and academic.

reference_spacy_tokens: The Court of Appeal refused to rule on the matter , taking the view that the views expressed by the judge on the nature of the jurisdiction of the court were both obiter and academic .


fn_spacy_tokens_for_baseline: The kings ( or rather , queens ) of slave - owners are the Amazon ants , who are splendid at killing and enslaving other ants but have grown so dependent on their slaves that they can not dig their own nests , care for their young or even get their own food .

source_bert_toks: the kings ( or rather , queens ) of slave - owners are the amazon ants , who are splendid at killing and en ##sl ##avi ##ng other ants but have grown so dependent on their slaves that they can not dig their own nests , care for their young or even get their own food .

reference_raw: Kings (or rather queens) of slave owners are Amazon ants who are great at killing and enslaving other ants, but who are so dependent on their slaves that they can't dig their own nests, take care of their young, or even eat their own food.

reference_spacy_tokens: Kings ( or rather queens ) of slave owners are Amazon ants who are great at killing and enslaving other ants , but who are so dependent on their slaves that they ca n't dig their own nests , take care of their young , or even eat their own food .


fn_spacy_tokens_for_baseline: Though Las Vegas had developed a powerful local economy , few major outside investments were made in the city , due primarily to mob infiltration and its inherent ties to illegal activities .

source_bert_toks: though las vegas had developed a powerful local economy , few major outside investments were made in the city , due primarily to mob in ##filtration and its inherent ties to illegal activities .

reference_raw: Although Las Vegas has developed a strong local economy, few major external investments have been made in the city, mainly due to the infiltration of the crowds and their inherent links to illegal activities.

reference_spacy_tokens: Although Las Vegas has developed a strong local economy , few major external investments have been made in the city , mainly due to the infiltration of the crowds and their inherent links to illegal activities .


fn_spacy_tokens_for_baseline: This report , of questionable reliability , was vigorously denied by the Ministry of National Defense ( MND ) .

source_bert_toks: this report , of questionable reliability , was vigorously denied by the ministry of national defense ( mn ##d ) .

reference_raw: The Ministry of National Defence (MND) strongly rejected this report, which is doubtfully reliable.

reference_spacy_tokens: The Ministry of National Defence ( MND ) strongly rejected this report , which is doubtfully reliable .


fn_spacy_tokens_for_baseline: ' He is dreadful at day - to - day organisation , ' Bloch says .

source_bert_toks: ' he is dreadful at day - to - day organisation , ' bloc ##h says .

reference_raw: 'He's terrible at day-to-day organization,' Bloch says.

reference_spacy_tokens: ' He 's terrible at day - to - day organization , ' Bloch says .