fn_spacy_tokens_for_baseline: Slowly and carefully he made the thick , pliable rope into a noose .

source_bert_toks: slowly and carefully he made the thick , pl ##iable rope into a no ##ose .

reference_raw: Slowly, carefully, he looped the thick, pliable line into a noose.

reference_spacy_tokens: Slowly , carefully , he looped the thick , pliable line into a noose .


fn_spacy_tokens_for_baseline: The undersides of the leaves are slightly downy .

source_bert_toks: the underside ##s of the leaves are slightly down ##y .

reference_raw: There's a slight drop in the bottom of the leaves.

reference_spacy_tokens: There 's a slight drop in the bottom of the leaves .


fn_spacy_tokens_for_baseline: ' Say goodbye to me Italian style , ' he coaxed huskily .

source_bert_toks: ' say goodbye to me italian style , ' he coa ##xed hu ##ski ##ly .

reference_raw: "Say good-bye to my Italian style," he said hoarsely.

reference_spacy_tokens: " Say good - bye to my Italian style , " he said hoarsely .


fn_spacy_tokens_for_baseline: The short - term cause of overriding local significance were the droughts and crop failures in 1920 and 1921 .

source_bert_toks: the short - term cause of over ##riding local significance were the drought ##s and crop failures in 1920 and 1921 .

reference_raw: The droughts and crop failures of 1920 and 1921 were a short-term reason of local importance.

reference_spacy_tokens: The droughts and crop failures of 1920 and 1921 were a short - term reason of local importance .


fn_spacy_tokens_for_baseline: was divided between his brother , a rather dim stockbroker , and Charles .

source_bert_toks: was divided between his brother , a rather dim stock ##bro ##ker , and charles .

reference_raw: was divided between his brother, a rather vague broker, and Charles.

reference_spacy_tokens: was divided between his brother , a rather vague broker , and Charles .


fn_spacy_tokens_for_baseline: The Thunderbird , Desert Inn , Sahara , Sands , and Riviera hotels were erected during this period , luring a curious clientele drawn by tales of all - night partying , exclusive entertainment , and cheap accommodations .

source_bert_toks: the thunder ##bird , desert inn , sahara , sands , and ri ##vier ##a hotels were erected during this period , lu ##ring a curious client ##ele drawn by tales of all - night party ##ing , exclusive entertainment , and cheap accommodations .

reference_raw: The Thunderbird, Desert Inn, Sahara, Sands, and Riviera hotels had been erected over the course of that period, attracting a curious clientele from stories of all-night partying, exclusive entertainment, and cheap accommodation.

reference_spacy_tokens: The Thunderbird , Desert Inn , Sahara , Sands , and Riviera hotels had been erected over the course of that period , attracting a curious clientele from stories of all - night partying , exclusive entertainment , and cheap accommodation .


fn_spacy_tokens_for_baseline: And the most dangerous players in the world today are those athletic and financially secure ones who calculate risks with the astuteness of a bank manager , but go for the first prize , if possible , and the subsequent contracts , knowing that if the high - flying fairway wood does n't clear a ditch at Augusta , they can still enjoy a steak dinner tonight , thanks to a pitch and single putt !

source_bert_toks: and the most dangerous players in the world today are those athletic and financially secure ones who calculate risks with the as ##tute ##ness of a bank manager , but go for the first prize , if possible , and the subsequent contracts , knowing that if the high - flying fair ##way wood doesn ' t clear a ditch at augusta , they can still enjoy a steak dinner tonight , thanks to a pitch and single put ##t !

reference_raw: And the most dangerous players in the world today are the athletes and financially safe ones who calculate the risks with the ass of the bank manager, but go to the first prize, if possible, and the subsequent contracts, knowing that if the high-flying fairway wood doesn't clean the ditch in Augusta, they can still have a steak dinner tonight, thanks to a pitch and one putt!

reference_spacy_tokens: And the most dangerous players in the world today are the athletes and financially safe ones who calculate the risks with the ass of the bank manager , but go to the first prize , if possible , and the subsequent contracts , knowing that if the high - flying fairway wood does n't clean the ditch in Augusta , they can still have a steak dinner tonight , thanks to a pitch and one putt !


fn_spacy_tokens_for_baseline: The other reportedly had his skull fractured in 15 places , broken fingers and numerous stab wounds .

source_bert_toks: the other reportedly had his skull fractured in 15 places , broken fingers and numerous stab wounds .

reference_raw: The second was said to have broken his skull in 15 places, broken fingers, and multiple stab wounds.

reference_spacy_tokens: The second was said to have broken his skull in 15 places , broken fingers , and multiple stab wounds .


fn_spacy_tokens_for_baseline: The film documents a journey in search of Moses Mendelssohn , 18C philosopher and grandfather of the composer , which becomes a journey through two hundred years of German Jewish history and the film - maker 's own family .

source_bert_toks: the film documents a journey in search of moses men ##del ##sso ##hn , 18 ##c philosopher and grandfather of the composer , which becomes a journey through two hundred years of german jewish history and the film - maker ' s own family .

reference_raw: The film documents a journey to find Moses Mendelssohn, an 18C philosopher, and a composer's grandpa, which is a journey through 200 years of German Jewish history and the filmmaker's own family.

reference_spacy_tokens: The film documents a journey to find Moses Mendelssohn , an 18C philosopher , and a composer 's grandpa , which is a journey through 200 years of German Jewish history and the filmmaker 's own family .


fn_spacy_tokens_for_baseline: The loud , raucous Jamaican English dialect and the waving hands reflect the joy with which social relations are conducted here .

source_bert_toks: the loud , ra ##uc ##ous jamaican english dialect and the waving hands reflect the joy with which social relations are conducted here .

reference_raw: The loud, raucous Jamaican English dialect and the swinging hands reflect the joy of social relations.

reference_spacy_tokens: The loud , raucous Jamaican English dialect and the swinging hands reflect the joy of social relations .


fn_spacy_tokens_for_baseline: LSC has joined with the ABA Commission on Loan Repayment and Forgiveness to study this problem and to recommend solutions .

source_bert_toks: l ##sc has joined with the aba commission on loan repay ##ment and forgiveness to study this problem and to recommend solutions .

reference_raw: The LSC has joined the ABA Committee on Credit Repayment and Forgiveness in order to study this issue and make recommendations for solutions.

reference_spacy_tokens: The LSC has joined the ABA Committee on Credit Repayment and Forgiveness in order to study this issue and make recommendations for solutions .


fn_spacy_tokens_for_baseline: It comforted , soothed , excited and terrified .

source_bert_toks: it comfort ##ed , soothe ##d , excited and terrified .

reference_raw: It calmed him, calmed him, excited and frightened him.

reference_spacy_tokens: It calmed him , calmed him , excited and frightened him .


fn_spacy_tokens_for_baseline: When Dr Verwoerd , the ayatollah of apartheid , ruled , South Africa was a policed desert where dissent seldom flourished , and the hangman was very busy indeed .

source_bert_toks: when dr ve ##r ##wo ##er ##d , the a ##yat ##oll ##ah of apartheid , ruled , south africa was a police ##d desert where dissent seldom flourished , and the hang ##man was very busy indeed .

reference_raw: When Dr. Verwoerd, the ayatollah of apartheid, ruled, South Africa was a police desert where dissent rarely flourished, and the executioner was very busy.

reference_spacy_tokens: When Dr. Verwoerd , the ayatollah of apartheid , ruled , South Africa was a police desert where dissent rarely flourished , and the executioner was very busy .


fn_spacy_tokens_for_baseline: Anyway , I thought I could be doing better things here , and I wanted a hot drink and I was feeling a bit peckish .

source_bert_toks: anyway , i thought i could be doing better things here , and i wanted a hot drink and i was feeling a bit peck ##ish .

reference_raw: Anyway, I thought I could do better here, and I wanted a hot drink, and I felt a little pecky.

reference_spacy_tokens: Anyway , I thought I could do better here , and I wanted a hot drink , and I felt a little pecky .


fn_spacy_tokens_for_baseline: because they 've gone out to work and they 're um uh well the families of shrinking the divorce rate is up um they 're

source_bert_toks: because they ' ve gone out to work and they ' re um uh well the families of shrinking the divorce rate is up um they ' re

reference_raw: because they're going to work, and they're, uh, well, the families that reduce the number of divorces are up, um,

reference_spacy_tokens: because they 're going to work , and they 're , uh , well , the families that reduce the number of divorces are up , um ,


fn_spacy_tokens_for_baseline: It has been in the hands of the Maitland family for more than 400 years since its creation by John Maitland , Chancellor of Scotland , and later enlargement by the Duke of Lauderdale .

source_bert_toks: it has been in the hands of the maitland family for more than 400 years since its creation by john maitland , chancellor of scotland , and later en ##lar ##gement by the duke of lauderdale .

reference_raw: It has been in the hands of the Maitland family for over 400 years since it was created by John Maitland, the Chancellor of Scotland, and later enlarged by the Duke of Lauderdale.

reference_spacy_tokens: It has been in the hands of the Maitland family for over 400 years since it was created by John Maitland , the Chancellor of Scotland , and later enlarged by the Duke of Lauderdale .


fn_spacy_tokens_for_baseline: Through 1905 , Helen Stewart expanded the ranch to 2000 acres ( 810 hectares ) , making quite a bit of money in the process .

source_bert_toks: through 1905 , helen stewart expanded the ranch to 2000 acres ( 81 ##0 hectares ) , making quite a bit of money in the process .

reference_raw: In 1905, Helen Stewart extended the farm to 2,000 acres (810 hectares), making quite a lot of money.

reference_spacy_tokens: In 1905 , Helen Stewart extended the farm to 2,000 acres ( 810 hectares ) , making quite a lot of money .


fn_spacy_tokens_for_baseline: The Soviets ' eavesdropping paid off , however , because they got the contract .

source_bert_toks: the soviets ' ea ##ves ##drop ##ping paid off , however , because they got the contract .

reference_raw: But listening to the Soviets paid off because they got the deal.

reference_spacy_tokens: But listening to the Soviets paid off because they got the deal .


fn_spacy_tokens_for_baseline: A GROUP of Darlington nuns have started a 35-day journey to establish the first multi - racial Carmelite convent in the southern African country of Bophuthatswana .

source_bert_toks: a group of darlington nuns have started a 35 - day journey to establish the first multi - racial carmel ##ite convent in the southern african country of bop ##hu ##tha ##ts ##wana .

reference_raw: The group of Darlington nuns began a 35-day trip to set up the first multi-racial Carmelite monastery in South Africa, Bophuthaswana.

reference_spacy_tokens: The group of Darlington nuns began a 35-day trip to set up the first multi - racial Carmelite monastery in South Africa , Bophuthaswana .


fn_spacy_tokens_for_baseline: He went on to name a figure , and took Merrill 's silence as acceptance .

source_bert_toks: he went on to name a figure , and took merrill ' s silence as acceptance .

reference_raw: He continued to call the figure, taking Merrill's silence for acceptance.

reference_spacy_tokens: He continued to call the figure , taking Merrill 's silence for acceptance .


fn_spacy_tokens_for_baseline: Basinger evaded reporters and cameramen as she left the courthouse Wednesday , leaving by a sidedoor and rushing off in a black sedan .

source_bert_toks: basin ##ger evade ##d reporters and camera ##men as she left the courthouse wednesday , leaving by a sided ##oor and rushing off in a black sedan .

reference_raw: Basinger avoided reporters and cameramen as she left the courthouse on Wednesday, left by the side door, and hurried off in a black sedan.

reference_spacy_tokens: Basinger avoided reporters and cameramen as she left the courthouse on Wednesday , left by the side door , and hurried off in a black sedan .


fn_spacy_tokens_for_baseline: Immediately a swarm of coolies rushed towards him , dragging their wire - wheeled rickshaws behind them , and he leaped into the nearest one with a loud whoop .

source_bert_toks: immediately a swarm of cool ##ies rushed towards him , dragging their wire - wheeled rick ##shaw ##s behind them , and he leaped into the nearest one with a loud who ##op .

reference_raw: Instantly, a flock of coolies rushed toward him, dragging their wire-wheeled rickshaws behind them, and he leapt into the nearest one with a loud whoop.

reference_spacy_tokens: Instantly , a flock of coolies rushed toward him , dragging their wire - wheeled rickshaws behind them , and he leapt into the nearest one with a loud whoop .


fn_spacy_tokens_for_baseline: The existing arrangements of asking for police assistance when the presence of weapons is suspected are considered to be quite adequate .

source_bert_toks: the existing arrangements of asking for police assistance when the presence of weapons is suspected are considered to be quite adequate .

reference_raw: The current arrangements for requesting police assistance in the event of a suspected presence of a weapon are considered sufficient.

reference_spacy_tokens: The current arrangements for requesting police assistance in the event of a suspected presence of a weapon are considered sufficient .


fn_spacy_tokens_for_baseline: During our young years we were very poor .

source_bert_toks: during our young years we were very poor .

reference_raw: We were pretty poor when we were young.

reference_spacy_tokens: We were pretty poor when we were young .


fn_spacy_tokens_for_baseline: I slowly ascend the stairs , the copper behind me .

source_bert_toks: i slowly as ##cend the stairs , the copper behind me .

reference_raw: I climbed the stairs slowly, the cop behind me.

reference_spacy_tokens: I climbed the stairs slowly , the cop behind me .


fn_spacy_tokens_for_baseline: It was but a short step from there to the deduction that the woman was the one they had been ordered to look out for , and the guard shouldered the door aside , bounding inwards .

source_bert_toks: it was but a short step from there to the de ##duction that the woman was the one they had been ordered to look out for , and the guard shouldered the door aside , bound ##ing inward ##s .

reference_raw: It was only a short step from here to the conclusion that the woman was the one they had been ordered to look after, and the guard pushed the door aside and stepped inside.

reference_spacy_tokens: It was only a short step from here to the conclusion that the woman was the one they had been ordered to look after , and the guard pushed the door aside and stepped inside .


fn_spacy_tokens_for_baseline: No one from his tribe opened his mouth , instead they got more scared and weaker .

source_bert_toks: no one from his tribe opened his mouth , instead they got more scared and weaker .

reference_raw: None of his people opened their mouths, but instead they became more frightened and weaker.

reference_spacy_tokens: None of his people opened their mouths , but instead they became more frightened and weaker .


fn_spacy_tokens_for_baseline: Sounds will be reflected by the shiny tiled walls and also bounce back from the surface of the water .

source_bert_toks: sounds will be reflected by the shiny tiled walls and also bounce back from the surface of the water .

reference_raw: The sounds would be reflected in the gleaming tiled walls and bounce off the surface of the water.

reference_spacy_tokens: The sounds would be reflected in the gleaming tiled walls and bounce off the surface of the water .


fn_spacy_tokens_for_baseline: Hong Kong is crowded - it has one of the world 's greatest population densities .

source_bert_toks: hong kong is crowded - it has one of the world ' s greatest population den ##sities .

reference_raw: Hong Kong is overcrowded - it has one of the largest population density on the planet.

reference_spacy_tokens: Hong Kong is overcrowded - it has one of the largest population density on the planet .


fn_spacy_tokens_for_baseline: Again the barn was destroyed .

source_bert_toks: again the barn was destroyed .

reference_raw: The stable was destroyed again.

reference_spacy_tokens: The stable was destroyed again .


fn_spacy_tokens_for_baseline: Several minutes later , I had calibrated my machine and was ready to begin .

source_bert_toks: several minutes later , i had cal ##ib ##rated my machine and was ready to begin .

reference_raw: A few minutes later, I recalibrated the machine and was ready to start.

reference_spacy_tokens: A few minutes later , I recalibrated the machine and was ready to start .


fn_spacy_tokens_for_baseline: According to the BBC , Mr Mynott telephoned Number 10 at 8.30 this morning with a enquiry .

source_bert_toks: according to the bbc , mr my ##not ##t telephone ##d number 10 at 8 . 30 this morning with a en ##qui ##ry .

reference_raw: According to the BBC, Mr. Mynott called number 10 at 8:30 this morning with an investigation.

reference_spacy_tokens: According to the BBC , Mr. Mynott called number 10 at 8:30 this morning with an investigation .


fn_spacy_tokens_for_baseline: The aquarium has a fine specimen of the African Lungfish .

source_bert_toks: the aquarium has a fine specimen of the african lung ##fish .

reference_raw: There's a good sample of African lungfish in the aquarium.

reference_spacy_tokens: There 's a good sample of African lungfish in the aquarium .


fn_spacy_tokens_for_baseline: Some are almost proud of their practical incompetence .

source_bert_toks: some are almost proud of their practical inc ##omp ##ete ##nce .

reference_raw: Some of them are almost proud of their practical incompetencies.

reference_spacy_tokens: Some of them are almost proud of their practical incompetencies .


fn_spacy_tokens_for_baseline: Gedge considers it an arduous task to create and conform to an invented image .

source_bert_toks: ge ##dge considers it an ar ##du ##ous task to create and conform to an invented image .

reference_raw: Gedge considers it a difficult task to create and conform to the invented image.

reference_spacy_tokens: Gedge considers it a difficult task to create and conform to the invented image .


fn_spacy_tokens_for_baseline: Nevertheless there has been little interest in exploring for Zechstein gas in the North Sea and the test results so far encountered have been very discouraging .

source_bert_toks: nevertheless there has been little interest in exploring for ze ##chs ##tein gas in the north sea and the test results so far encountered have been very disco ##ura ##ging .

reference_raw: However, there is little interest in exploring for Zechstein gas in the North Sea and the results of the tests so far have been very dissuaded.

reference_spacy_tokens: However , there is little interest in exploring for Zechstein gas in the North Sea and the results of the tests so far have been very dissuaded .


fn_spacy_tokens_for_baseline: Their rooms adjoined , and if she had a nightmare , he was first in to comfort her and laugh the fears away .

source_bert_toks: their rooms ad ##jo ##ined , and if she had a nightmare , he was first in to comfort her and laugh the fears away .

reference_raw: Their rooms were nearby, and if she had a nightmare, he would be the first to comfort her and laugh away from her fears.

reference_spacy_tokens: Their rooms were nearby , and if she had a nightmare , he would be the first to comfort her and laugh away from her fears .


fn_spacy_tokens_for_baseline: Imagine that the other person is sitting in the other chair -- and start telling them why you find them so troublesome .

source_bert_toks: imagine that the other person is sitting in the other chair - - and start telling them why you find them so troubles ##ome .

reference_raw: Imagine another person sitting in another chair - and start telling them why you find them so difficult.

reference_spacy_tokens: Imagine another person sitting in another chair - and start telling them why you find them so difficult .


fn_spacy_tokens_for_baseline: The Commission can suspend or disbar any person from the securities industry ; require disgorgement of profits ; and impose penalties of anything up to three times the illicit gains made on the insider trades .

source_bert_toks: the commission can suspend or di ##sb ##ar any person from the securities industry ; require di ##sg ##org ##ement of profits ; and impose penalties of anything up to three times the illicit gains made on the insider trades .

reference_raw: The Commission may suspend or disqualify any person in the securities sector; require the displacement of profits; and impose sanctions on anything up to three times the illegal profits generated by insider dealings.

reference_spacy_tokens: The Commission may suspend or disqualify any person in the securities sector ; require the displacement of profits ; and impose sanctions on anything up to three times the illegal profits generated by insider dealings .


fn_spacy_tokens_for_baseline: The only bacterial attack in America came in 1984 , when a cult poisoned a salad bar in Oregon with salmonella , sickening 700 people .

source_bert_toks: the only bacterial attack in america came in 1984 , when a cult poisoned a salad bar in oregon with salmon ##ella , sick ##ening 700 people .

reference_raw: The only bacterial attack in the U.S. was in 1984, when a cult in Oregon infected a salad bar with salmonella and sickened 700 people.

reference_spacy_tokens: The only bacterial attack in the U.S. was in 1984 , when a cult in Oregon infected a salad bar with salmonella and sickened 700 people .


fn_spacy_tokens_for_baseline: David Rees , the chairman of Rugby , has tended his resignation after an internal disagreement .

source_bert_toks: david rees , the chairman of rugby , has tended his resignation after an internal disagreement .

reference_raw: David Rees, president of Rugby, took care of his resignment after an internal dispute.

reference_spacy_tokens: David Rees , president of Rugby , took care of his resignment after an internal dispute .


fn_spacy_tokens_for_baseline: Such a graded response according to exposure can strengthen inferences of causality .

source_bert_toks: such a graded response according to exposure can strengthen inference ##s of causal ##ity .

reference_raw: Such a graded response by exposure may reinforce the conclusion of causality.

reference_spacy_tokens: Such a graded response by exposure may reinforce the conclusion of causality .


fn_spacy_tokens_for_baseline: If Mola got there first , not only would he snatch that honour from him , but it might also mean the end of the war and his return to the relative anonymity of normal army routine .

source_bert_toks: if mo ##la got there first , not only would he snatch that honour from him , but it might also mean the end of the war and his return to the relative an ##ony ##mity of normal army routine .

reference_raw: If Mola got there first, he wouldn't just take the honor away from him, but it could also mean the end of the war and his return to the relative anonymity of normal military routines.

reference_spacy_tokens: If Mola got there first , he would n't just take the honor away from him , but it could also mean the end of the war and his return to the relative anonymity of normal military routines .


fn_spacy_tokens_for_baseline: That 's her maiden name , she may have got married and changed that name of course , she was a teacher , lived in the Leicester area .

source_bert_toks: that ' s her maiden name , she may have got married and changed that name of course , she was a teacher , lived in the leicester area .

reference_raw: That's her virgin name, maybe she married and changed her name, of course, she was a teacher, she lived in Leicester.

reference_spacy_tokens: That 's her virgin name , maybe she married and changed her name , of course , she was a teacher , she lived in Leicester .


fn_spacy_tokens_for_baseline: He jumped forward , snatched the testament , and thrust it into his tunic pocket .

source_bert_toks: he jumped forward , snatched the testament , and thrust it into his tunic pocket .

reference_raw: He leapt forward, grabbed the will, and slipped it into his tunic pouch.

reference_spacy_tokens: He leapt forward , grabbed the will , and slipped it into his tunic pouch .


fn_spacy_tokens_for_baseline: We trimmed the majority of the bad language and some of the excesses of violence as well .

source_bert_toks: we trimmed the majority of the bad language and some of the excess ##es of violence as well .

reference_raw: We've cut most of the wrong language and some of the excess violence.

reference_spacy_tokens: We 've cut most of the wrong language and some of the excess violence .


fn_spacy_tokens_for_baseline: She tried to return ( it ) , but to no avail .

source_bert_toks: she tried to return ( it ) , but to no avail .

reference_raw: She attempted to go back (it), but to no avail.

reference_spacy_tokens: She attempted to go back ( it ) , but to no avail .


fn_spacy_tokens_for_baseline: John said his misery increased over the years as several friends died of AIDS .

source_bert_toks: john said his misery increased over the years as several friends died of aids .

reference_raw: John said that his suffering had grown over the years with the death of a few friends of AIDS.

reference_spacy_tokens: John said that his suffering had grown over the years with the death of a few friends of AIDS .


fn_spacy_tokens_for_baseline: Melt the margarine in a saucepan .

source_bert_toks: melt the mar ##gar ##ine in a sauce ##pan .

reference_raw: I dissolved the margarine in a saucepan.

reference_spacy_tokens: I dissolved the margarine in a saucepan .


fn_spacy_tokens_for_baseline: There is a large academic research staff , and there are approximately 270 postgraduate students who are studying for research degrees , with some 700 on postgraduate courses .

source_bert_toks: there is a large academic research staff , and there are approximately 270 postgraduate students who are studying for research degrees , with some 700 on postgraduate courses .

reference_raw: There are a large number of academic researchers and approximately 270 post-graduate students who attend research courses, with approximately 700 post-graduate courses.

reference_spacy_tokens: There are a large number of academic researchers and approximately 270 post - graduate students who attend research courses , with approximately 700 post - graduate courses .


fn_spacy_tokens_for_baseline: The stomach had begun to swell and the chamber stank with the evil gases which emanated from it .

source_bert_toks: the stomach had begun to swell and the chamber stan ##k with the evil gases which em ##ana ##ted from it .

reference_raw: The stomach began to swell, and the chamber smelled of evil gases coming out of it.

reference_spacy_tokens: The stomach began to swell , and the chamber smelled of evil gases coming out of it .


fn_spacy_tokens_for_baseline: They would be impaled by the roadside as an example .

source_bert_toks: they would be imp ##ale ##d by the roadside as an example .

reference_raw: As an example, they'd be stuck on the side of the road.

reference_spacy_tokens: As an example , they 'd be stuck on the side of the road .


fn_spacy_tokens_for_baseline: If we took off all the frills , altered the neck , took the waist in a tiny bit . '

source_bert_toks: if we took off all the fr ##ill ##s , altered the neck , took the waist in a tiny bit . '

reference_raw: If we took off all the frills, changed our necks, and took our passports in a little bit.'

reference_spacy_tokens: If we took off all the frills , changed our necks , and took our passports in a little bit . '


fn_spacy_tokens_for_baseline: Throughout , his banter came as thick and fast as softshelled crab , only halting as he paused to take a slurp from his Dixie Beer or to wipe the steam off the camera lens .

source_bert_toks: throughout , his ban ##ter came as thick and fast as soft ##sh ##elled crab , only halt ##ing as he paused to take a sl ##ur ##p from his dixie beer or to wipe the steam off the camera lens .

reference_raw: Throughout, his banter was as thick and fast as a soft-shelled crab, but he stopped when he stopped to drink from his Dixie Beer or wipe the steam from the camera lens.

reference_spacy_tokens: Throughout , his banter was as thick and fast as a soft - shelled crab , but he stopped when he stopped to drink from his Dixie Beer or wipe the steam from the camera lens .


fn_spacy_tokens_for_baseline: We had shoulder of lamb , frozen peas , and potatoes roasted round the meat .

source_bert_toks: we had shoulder of lamb , frozen peas , and potatoes roasted round the meat .

reference_raw: We had a shoulder of lamb, frozen pears, and roasted potatoes around the meat.

reference_spacy_tokens: We had a shoulder of lamb , frozen pears , and roasted potatoes around the meat .


fn_spacy_tokens_for_baseline: Discrepancies between North Korean declarations and IAEA inspection findings indicate that North Korea might have reprocessed enough plutonium for one or two nuclear weapons .

source_bert_toks: disc ##re ##pan ##cies between north korean declaration ##s and ia ##ea inspection findings indicate that north korea might have rep ##ro ##ces ##sed enough pluto ##nium for one or two nuclear weapons .

reference_raw: The differences between North Korea's statements and the findings of the IAEA inspection indicate that North Korea may have re-processed enough plutonium for one or two nuclear weapons.

reference_spacy_tokens: The differences between North Korea 's statements and the findings of the IAEA inspection indicate that North Korea may have re - processed enough plutonium for one or two nuclear weapons .


fn_spacy_tokens_for_baseline: The Commissioner 's request for a halt in work provoked angry reactions from the government .

source_bert_toks: the commissioner ' s request for a halt in work provoked angry reactions from the government .

reference_raw: The Commissioner's demand to stop work provoked an angry reaction from the government.

reference_spacy_tokens: The Commissioner 's demand to stop work provoked an angry reaction from the government .


fn_spacy_tokens_for_baseline: And suddenly the kitchen door -- we all lived in the kitchen -- burst open , and standing there was my father with the most effulgent smile on his face .

source_bert_toks: and suddenly the kitchen door - - we all lived in the kitchen - - burst open , and standing there was my father with the most e ##ff ##ul ##gent smile on his face .

reference_raw: And all of a sudden, the door to the galley - all of us living in the galley - burst open, and my father stood there with a most defiant smile on his face.

reference_spacy_tokens: And all of a sudden , the door to the galley - all of us living in the galley - burst open , and my father stood there with a most defiant smile on his face .


fn_spacy_tokens_for_baseline: 65th minute : Ian Wright emerged from an innocuous challenge with Howells and clouted the Spurs man .

source_bert_toks: 65 ##th minute : ian wright emerged from an inn ##oc ##uous challenge with howell ##s and cl ##out ##ed the spurs man .

reference_raw: Sixty-five minutes: Ian Wright came out of a harmless challenge to Howells and clouded the Spurs man.

reference_spacy_tokens: Sixty - five minutes : Ian Wright came out of a harmless challenge to Howells and clouded the Spurs man .


fn_spacy_tokens_for_baseline: At the same time it will result in the spread of knowledge and involve the participation of most of the staff employed on the information aspect of the personnel function .

source_bert_toks: at the same time it will result in the spread of knowledge and involve the participation of most of the staff employed on the information aspect of the personnel function .

reference_raw: At the same time, this will lead to the dissemination of knowledge and will involve the involvement of most of the staff employed in the information aspect of the staff function.

reference_spacy_tokens: At the same time , this will lead to the dissemination of knowledge and will involve the involvement of most of the staff employed in the information aspect of the staff function .


fn_spacy_tokens_for_baseline: Tears flowed suddenly down Lais 's face as she saw the ugly swastika flag already flying over the German HQ at the Hotel Crillon .

source_bert_toks: tears flowed suddenly down lai ##s ' s face as she saw the ugly sw ##ast ##ika flag already flying over the german hq at the hotel cr ##illon .

reference_raw: Lais's face was suddenly filled with tears as she saw the ugly swastika flag already flying over the German headquarters of the Hotel Crillon.

reference_spacy_tokens: Lais 's face was suddenly filled with tears as she saw the ugly swastika flag already flying over the German headquarters of the Hotel Crillon .


fn_spacy_tokens_for_baseline: After tea we children would wander off casually into the garage with despising giggles for the grownups planted solidly in their wicker chairs talking boring grown - up talk .

source_bert_toks: after tea we children would wander off casually into the garage with des ##pis ##ing giggles for the grown ##ups planted solid ##ly in their wi ##cker chairs talking boring grown - up talk .

reference_raw: After tea, we children wandered casually into the garage, laughing despicablely at the adults who had been planted firmly in their wicker chairs, talking dull adult conversations.

reference_spacy_tokens: After tea , we children wandered casually into the garage , laughing despicablely at the adults who had been planted firmly in their wicker chairs , talking dull adult conversations .


fn_spacy_tokens_for_baseline: An aria should sound exactly as the word describes , as light and inevitable as the air itself ; but to achieve that !

source_bert_toks: an aria should sound exactly as the word describes , as light and inevitable as the air itself ; but to achieve that !

reference_raw: Aria should speak exactly as the word describes it, as light and inevitable as the air itself; but to achieve it!

reference_spacy_tokens: Aria should speak exactly as the word describes it , as light and inevitable as the air itself ; but to achieve it !


fn_spacy_tokens_for_baseline: Footsteps clattered and a shadow came from the right of me .

source_bert_toks: footsteps cl ##atter ##ed and a shadow came from the right of me .

reference_raw: The footsteps rattled, and a shadow came from my right hand.

reference_spacy_tokens: The footsteps rattled , and a shadow came from my right hand .


fn_spacy_tokens_for_baseline: The classification of today 's ballets becomes more difficult as their stories , themes and music get more complicated .

source_bert_toks: the classification of today ' s ballet ##s becomes more difficult as their stories , themes and music get more complicated .

reference_raw: As their stories, themes, and music become more difficult to classify today's ballets.

reference_spacy_tokens: As their stories , themes , and music become more difficult to classify today 's ballets .


fn_spacy_tokens_for_baseline: Clarke had already achieved fame as a law enforcer by tracking down and executing the famous dandy highwayman , Jack Rann .

source_bert_toks: clarke had already achieved fame as a law enforce ##r by tracking down and executing the famous dan ##dy highway ##man , jack rann .

reference_raw: Clarke had already achieved glory as a law enforcement officer by tracking down and executing the famous Dandy Highwayman, Jack Rann.

reference_spacy_tokens: Clarke had already achieved glory as a law enforcement officer by tracking down and executing the famous Dandy Highwayman , Jack Rann .


fn_spacy_tokens_for_baseline: But , in practice , there should be a long term programme of washing coal , extracting the sulphur from carbon , extracting flue gases , and building fluidised beds .

source_bert_toks: but , in practice , there should be a long term programme of washing coal , extract ##ing the sul ##ph ##ur from carbon , extract ##ing flu ##e gases , and building fluid ##ised beds .

reference_raw: In practice, however, there should be a long-term programme for the washing of coal, the extraction of sulphur from carbon, the extraction of flue gases and the construction of liquid beds.

reference_spacy_tokens: In practice , however , there should be a long - term programme for the washing of coal , the extraction of sulphur from carbon , the extraction of flue gases and the construction of liquid beds .


fn_spacy_tokens_for_baseline: This is not mere grumbling or sourness , but a perfectly normal reaction to her circumstances .

source_bert_toks: this is not mere gr ##umb ##ling or sour ##ness , but a perfectly normal reaction to her circumstances .

reference_raw: It's not just a grumbling or bitterness, it's a perfectly normal response to her circumstances.

reference_spacy_tokens: It 's not just a grumbling or bitterness , it 's a perfectly normal response to her circumstances .


fn_spacy_tokens_for_baseline: He pulled open the landing window and edged out onto the ledge which ran around the block .

source_bert_toks: he pulled open the landing window and edged out onto the ledge which ran around the block .

reference_raw: He opened the landing window and stepped out onto the ledge that ran around the block.

reference_spacy_tokens: He opened the landing window and stepped out onto the ledge that ran around the block .


fn_spacy_tokens_for_baseline: Inspired by Darwin 's cousin , Francis Galton ( 1822 - 1911 ) , the biometricians sought to provide hard evidence that a population subjected to selection pressure exhibited a measurable difference after a few generations .

source_bert_toks: inspired by darwin ' s cousin , francis gal ##ton ( 1822 - 1911 ) , the bio ##metric ##ians sought to provide hard evidence that a population subjected to selection pressure exhibited a me ##asurable difference after a few generations .

reference_raw: Inspired by Darwin's cousin, Francis Galton (1822-1911), biometrics tried to provide hard evidence that a population exposed to selection pressure showed measurable differences over several generations.

reference_spacy_tokens: Inspired by Darwin 's cousin , Francis Galton ( 1822 - 1911 ) , biometrics tried to provide hard evidence that a population exposed to selection pressure showed measurable differences over several generations .


fn_spacy_tokens_for_baseline: Tepilit squats on the floor .

source_bert_toks: te ##pi ##lit squat ##s on the floor .

reference_raw: Tepilit is crouching on the ground.

reference_spacy_tokens: Tepilit is crouching on the ground .


fn_spacy_tokens_for_baseline: Grant Thornton are authorised by the Institute of Chartered Accountants in England and Wales to carry on investment business .

source_bert_toks: grant thornton are authorised by the institute of chartered accountants in england and wales to carry on investment business .

reference_raw: Grant Thornton is authorized to carry out investment activities by the Institute of Chartered Accountants in England and Wales.

reference_spacy_tokens: Grant Thornton is authorized to carry out investment activities by the Institute of Chartered Accountants in England and Wales .


fn_spacy_tokens_for_baseline: She plucked a grass stalk from the ground at her side , then split it lengthwise with her outer talon .

source_bert_toks: she plucked a grass stalk from the ground at her side , then split it length ##wise with her outer talon .

reference_raw: She tore a grass stem from the ground beside her, then separated it with an outer claw.

reference_spacy_tokens: She tore a grass stem from the ground beside her , then separated it with an outer claw .


fn_spacy_tokens_for_baseline: So she so he said , Why should you sat with your Sam she says cos he has a mother and father .

source_bert_toks: so she so he said , why should you sat with your sam she says co ##s he has a mother and father .

reference_raw: So she said, "Why would you sit down with your Sam, she said, 'cause she's got a mom and a dad.

reference_spacy_tokens: So she said , " Why would you sit down with your Sam , she said , 'cause she 's got a mom and a dad .


fn_spacy_tokens_for_baseline: Most of the treasures were crated , but some rode in slings and cradles .

source_bert_toks: most of the treasures were crate ##d , but some rode in sling ##s and cradle ##s .

reference_raw: Most of the treasures were boxed, but some rode in slings and cradles.

reference_spacy_tokens: Most of the treasures were boxed , but some rode in slings and cradles .


fn_spacy_tokens_for_baseline: Religion and respect for parents has not yet gone out of fashion .

source_bert_toks: religion and respect for parents has not yet gone out of fashion .

reference_raw: Religion and acknowledgment of parents have not gone out of fashion.

reference_spacy_tokens: Religion and acknowledgment of parents have not gone out of fashion .


fn_spacy_tokens_for_baseline: You travel all over the place , you meet a ton of people , you stay in great shape .

source_bert_toks: you travel all over the place , you meet a ton of people , you stay in great shape .

reference_raw: You travel everywhere, you meet a lot of people, you stay in good shape.

reference_spacy_tokens: You travel everywhere , you meet a lot of people , you stay in good shape .


fn_spacy_tokens_for_baseline: ' Those poor little girls must be frightened out of their minds !

source_bert_toks: ' those poor little girls must be frightened out of their minds !

reference_raw: 'Those poor girls must be scared to death!

reference_spacy_tokens: ' Those poor girls must be scared to death !


fn_spacy_tokens_for_baseline: We had an expensive meal and tried to get drunk , but the evening had a forced feel to it as though it had been written on Orders that we would , compulsorily , enjoy ourselves .

source_bert_toks: we had an expensive meal and tried to get drunk , but the evening had a forced feel to it as though it had been written on orders that we would , com ##pu ##ls ##ori ##ly , enjoy ourselves .

reference_raw: We ate expensive food and tried to get drunk, but the evening felt forced, as if it were written on orders, that we would be forced to enjoy ourselves.

reference_spacy_tokens: We ate expensive food and tried to get drunk , but the evening felt forced , as if it were written on orders , that we would be forced to enjoy ourselves .


fn_spacy_tokens_for_baseline: Some workers have been astounded at the amount of extra paperwork .

source_bert_toks: some workers have been as ##tou ##nded at the amount of extra paperwork .

reference_raw: Some workers were stunned by the amount of extra paperwork.

reference_spacy_tokens: Some workers were stunned by the amount of extra paperwork .


fn_spacy_tokens_for_baseline: Deploying large numbers of Kurds and Shiites in an invasion of Fallouja could prove risky in the sectarian tinderbox that is contemporary Iraq .

source_bert_toks: deploy ##ing large numbers of ku ##rds and shi ##ites in an invasion of fall ##ou ##ja could prove risky in the sect ##arian tin ##der ##box that is contemporary iraq .

reference_raw: The deployment of a large number of Kurds and Shiites in the Fallouja invasion could prove dangerous in the sectarian tinder box that is currently Iraq.

reference_spacy_tokens: The deployment of a large number of Kurds and Shiites in the Fallouja invasion could prove dangerous in the sectarian tinder box that is currently Iraq .


fn_spacy_tokens_for_baseline: A mother of triplets , who almost had one of her babies snatched by a bogus health worker , has been talking about her ordeal .

source_bert_toks: a mother of triple ##ts , who almost had one of her babies snatched by a bog ##us health worker , has been talking about her ordeal .

reference_raw: The triplet mom, who nearly had one of her children snatched by a fake health worker, spoke of her suffering.

reference_spacy_tokens: The triplet mom , who nearly had one of her children snatched by a fake health worker , spoke of her suffering .


fn_spacy_tokens_for_baseline: Near by , in the tell - tale peat , are stands of meadowsweet and sedge , the last remnants of Henley 's ancient marsh , now happily salvaged as an oasis within a new housing estate .

source_bert_toks: near by , in the tell - tale peat , are stands of meadows ##wee ##t and se ##dge , the last remnants of henley ' s ancient marsh , now happily salvage ##d as an oasis within a new housing estate .

reference_raw: Nearby, in a tell-tale peat, stands of meadowsweet and sedge, the last remains of Henley's ancient swamp, now happily saved as an oasis in a new dwelling.

reference_spacy_tokens: Nearby , in a tell - tale peat , stands of meadowsweet and sedge , the last remains of Henley 's ancient swamp , now happily saved as an oasis in a new dwelling .


fn_spacy_tokens_for_baseline: Being highly specialised feeders , there are no alternatives for them and their numbers are dwindling fast .

source_bert_toks: being highly specialised feeder ##s , there are no alternatives for them and their numbers are d ##wind ##ling fast .

reference_raw: Since they are highly specialised feeders, there are no alternatives, and the number of feeders is shrinking rapidly.

reference_spacy_tokens: Since they are highly specialised feeders , there are no alternatives , and the number of feeders is shrinking rapidly .


fn_spacy_tokens_for_baseline: LINDA McCartney , wife of former Beatle Paul McCartney , has written to Australian Prime Minister Paul Keating to express disgust at the premier 's investment in a pig farm .

source_bert_toks: linda mccartney , wife of former beat ##le paul mccartney , has written to australian prime minister paul keating to express disgust at the premier ' s investment in a pig farm .

reference_raw: Linda McCartney, wife of former Beatle Paul McCartney, wrote to Australian Prime Minister Paul Keating to express his displeasure at the Prime Minister's investment in the pig farm.

reference_spacy_tokens: Linda McCartney , wife of former Beatle Paul McCartney , wrote to Australian Prime Minister Paul Keating to express his displeasure at the Prime Minister 's investment in the pig farm .


fn_spacy_tokens_for_baseline: When you are in pain , movement is generally inhibited by the body 's reflex mechanism .

source_bert_toks: when you are in pain , movement is generally inhibit ##ed by the body ' s reflex mechanism .

reference_raw: When you are in pain, the body's reflex mechanism usually prevents you from moving.

reference_spacy_tokens: When you are in pain , the body 's reflex mechanism usually prevents you from moving .


fn_spacy_tokens_for_baseline: For an instant its bright light glistened on a thousand shades of wet green leaves .

source_bert_toks: for an instant its bright light g ##list ##ened on a thousand shades of wet green leaves .

reference_raw: Its brilliant light gleamed for a moment on a thousand shades of wet green leaves.

reference_spacy_tokens: Its brilliant light gleamed for a moment on a thousand shades of wet green leaves .


fn_spacy_tokens_for_baseline: SOUTH AFRICA were easily beaten in the first one - day international against West Indies at Sabina Park in Kingston , Jamaica , yesterday .

source_bert_toks: south africa were easily beaten in the first one - day international against west indies at sa ##bina park in kingston , jamaica , yesterday .

reference_raw: South Africa was easily defeated in the first one-day international fight against West India in Sabina Park, Kingston, Jamaica, yesterday.

reference_spacy_tokens: South Africa was easily defeated in the first one - day international fight against West India in Sabina Park , Kingston , Jamaica , yesterday .


fn_spacy_tokens_for_baseline: It is those who had no proclivity towards will making about whom we most wish to know .

source_bert_toks: it is those who had no pro ##cl ##ivity towards will making about whom we most wish to know .

reference_raw: It's the ones who didn't have a tendency to make wills that we most want to know.

reference_spacy_tokens: It 's the ones who did n't have a tendency to make wills that we most want to know .


fn_spacy_tokens_for_baseline: With a sense of relief he climbed aboard the waiting Sikorsky , equipped with skis , which would fly him back to Helsinki .

source_bert_toks: with a sense of relief he climbed aboard the waiting si ##kor ##sky , equipped with ski ##s , which would fly him back to helsinki .

reference_raw: With relief, he climbed aboard the waiting Sikorsky, equipped with skis to take him back to Helsinki.

reference_spacy_tokens: With relief , he climbed aboard the waiting Sikorsky , equipped with skis to take him back to Helsinki .


fn_spacy_tokens_for_baseline: But Arab opposition to new Jewish immigration and construction in Palestine led to increasing strife ; by 1946 , Jerusalem was an armed camp .

source_bert_toks: but arab opposition to new jewish immigration and construction in palestine led to increasing strife ; by 1946 , jerusalem was an armed camp .

reference_raw: But Arab resistance to new Jewish immigration and construction in Palestine led to a growing conflict; in 1946 Jerusalem was an armed camp.

reference_spacy_tokens: But Arab resistance to new Jewish immigration and construction in Palestine led to a growing conflict ; in 1946 Jerusalem was an armed camp .


fn_spacy_tokens_for_baseline: This very short break will enable you to return to speechreading with renewed energy , impetus and enthusiasm .

source_bert_toks: this very short break will enable you to return to speech ##rea ##ding with renewed energy , impetus and enthusiasm .

reference_raw: This very brief pause will allow you to return to speech-reading with renewed energy, impulse, and enthusiasm.

reference_spacy_tokens: This very brief pause will allow you to return to speech - reading with renewed energy , impulse , and enthusiasm .


fn_spacy_tokens_for_baseline: Anyone who went to the tall ships race in Belfast and saw 500,000 people thronging through the city centre day after day could see the determination of the people of Belfast to lead their lives normally .

source_bert_toks: anyone who went to the tall ships race in belfast and saw 500 , 000 people th ##rong ##ing through the city centre day after day could see the determination of the people of belfast to lead their lives normally .

reference_raw: Anyone who went to the high ship race in Belfast and saw 500,000 people crowding through the center of the city day after day could see the determination of the people of Belfast to lead their lives normally.

reference_spacy_tokens: Anyone who went to the high ship race in Belfast and saw 500,000 people crowding through the center of the city day after day could see the determination of the people of Belfast to lead their lives normally .


fn_spacy_tokens_for_baseline: At the time I was mucking out the byre stalls , and piling the manure on top of my big heap when I saw the lights go on in the house .

source_bert_toks: at the time i was mu ##cking out the by ##re stalls , and pi ##ling the man ##ure on top of my big heap when i saw the lights go on in the house .

reference_raw: That's when I was mucking out the byre stalls and stacking the manure on top of my big heap when I saw the lights in the house go on.

reference_spacy_tokens: That 's when I was mucking out the byre stalls and stacking the manure on top of my big heap when I saw the lights in the house go on .


fn_spacy_tokens_for_baseline: He could get back at them in some commando - style way .

source_bert_toks: he could get back at them in some commando - style way .

reference_raw: He could retaliate against them in some sort of commando-style way.

reference_spacy_tokens: He could retaliate against them in some sort of commando - style way .


fn_spacy_tokens_for_baseline: The distinction between hardy and other sheep breeds would be abolished .

source_bert_toks: the distinction between hardy and other sheep breeds would be abolished .

reference_raw: The distinction between hardy and other sheep species would be abolished.

reference_spacy_tokens: The distinction between hardy and other sheep species would be abolished .


fn_spacy_tokens_for_baseline: In the West we readily accept the idea of Third World debt and forget that our present wealth has been built on riches plundered by our colonizing ancestors .

source_bert_toks: in the west we readily accept the idea of third world debt and forget that our present wealth has been built on riches pl ##under ##ed by our colon ##izing ancestors .

reference_raw: In the West, we can easily accept the idea of a third-world debt, and forgo the fact that our current wealth is based on the wealth that our colonizing ancestors plundered.

reference_spacy_tokens: In the West , we can easily accept the idea of a third - world debt , and forgo the fact that our current wealth is based on the wealth that our colonizing ancestors plundered .


fn_spacy_tokens_for_baseline: Even if other countries reduce their subsidies , marketing will matter ever more as low - cost producers from Eastern Europe and other developing countries enter the world market .

source_bert_toks: even if other countries reduce their subsidies , marketing will matter ever more as low - cost producers from eastern europe and other developing countries enter the world market .

reference_raw: Even if other countries reduce their subsidies, the market will become more important as cheap producers from Eastern Europe and other developing countries enter the world market.

reference_spacy_tokens: Even if other countries reduce their subsidies , the market will become more important as cheap producers from Eastern Europe and other developing countries enter the world market .


fn_spacy_tokens_for_baseline: I think all signature models should carry a warning that the potential purchaser will not automatically sound like the player the guitar has been designed to serve .

source_bert_toks: i think all signature models should carry a warning that the potential purchase ##r will not automatically sound like the player the guitar has been designed to serve .

reference_raw: I think all autograph models should be warned that the potential buyer won't automatically sound like the player the guitar was designed for.

reference_spacy_tokens: I think all autograph models should be warned that the potential buyer wo n't automatically sound like the player the guitar was designed for .


fn_spacy_tokens_for_baseline: Much of this came from the abolition of fallow , much from the farming of what had hitherto been moor , heath or marsh , much , unfortunately , from the destruction of woodlands .

source_bert_toks: much of this came from the abolition of fall ##ow , much from the farming of what had hit ##her ##to been moor , heath or marsh , much , unfortunately , from the destruction of woodlands .

reference_raw: Much of it came from the abolition of fallow, much from the farming of what had so far been moors, heaths, and swamps, much from the destruction of forests.

reference_spacy_tokens: Much of it came from the abolition of fallow , much from the farming of what had so far been moors , heaths , and swamps , much from the destruction of forests .


fn_spacy_tokens_for_baseline: Primula bulleyana , one of the species of candelabra primula with several whorls of flowers on each stem , revels in wet soil .

source_bert_toks: pri ##mu ##la bull ##ey ##ana , one of the species of can ##del ##ab ##ra pri ##mu ##la with several whorls of flowers on each stem , rev ##els in wet soil .

reference_raw: Primula bulleyana, one of the kinds of candelabra primula with a few whores of flowers on each stem, revels in damp soil.

reference_spacy_tokens: Primula bulleyana , one of the kinds of candelabra primula with a few whores of flowers on each stem , revels in damp soil .


fn_spacy_tokens_for_baseline: JACKO kept fuming police waiting for nearly an hour as he went on a midnight shopping spree -- for new toys .

source_bert_toks: jack ##o kept fu ##ming police waiting for nearly an hour as he went on a midnight shopping sp ##ree - - for new toys .

reference_raw: JACKO continued to wait for almost an hour on his midnight shopping spree for new toys.

reference_spacy_tokens: JACKO continued to wait for almost an hour on his midnight shopping spree for new toys .


fn_spacy_tokens_for_baseline: She 's got lots of curly brown hair with a little heart - shaped face in the middle , and her smile was so big that it nearly disappeared into the curls at each side .

source_bert_toks: she ' s got lots of curly brown hair with a little heart - shaped face in the middle , and her smile was so big that it nearly disappeared into the curls at each side .

reference_raw: She's got a lot of curly brown hair with a small heart-shaped face in the middle, and her smile was so big that it almost disappeared into the coils on either side.

reference_spacy_tokens: She 's got a lot of curly brown hair with a small heart - shaped face in the middle , and her smile was so big that it almost disappeared into the coils on either side .


fn_spacy_tokens_for_baseline: Athelstan then blessed the grave and with Watkin darkly hoping the body would stay there , they all trooped back into the church .

source_bert_toks: at ##hel ##stan then blessed the grave and with wat ##kin darkly hoping the body would stay there , they all troop ##ed back into the church .

reference_raw: Then Athelstan blessed the grave, and with Watkin's dark hope that the body would remain there, they all went back to the church.

reference_spacy_tokens: Then Athelstan blessed the grave , and with Watkin 's dark hope that the body would remain there , they all went back to the church .


fn_spacy_tokens_for_baseline: But I was an alien being in a green screen world , lost , weeping with rage and frustration , cuffing the poor old computer , banging my head off the keyboard .

source_bert_toks: but i was an alien being in a green screen world , lost , weeping with rage and frustration , cuff ##ing the poor old computer , banging my head off the keyboard .

reference_raw: But I was an alien being in a green-screen world, lost, crying with anger and frustration, tying up that poor old computer and knocking my head off the keyboard.

reference_spacy_tokens: But I was an alien being in a green - screen world , lost , crying with anger and frustration , tying up that poor old computer and knocking my head off the keyboard .


fn_spacy_tokens_for_baseline: He urged them to back the Brady plan , pointing to the socio - political unrest that might follow the failure to provide economic support for strategically important developing countries .

source_bert_toks: he urged them to back the brady plan , pointing to the socio - political unrest that might follow the failure to provide economic support for strategically important developing countries .

reference_raw: He urged them to support Brady's plan and pointed to the socio-political turmoil that could result from the failure to provide economic support to strategically important developing countries.

reference_spacy_tokens: He urged them to support Brady 's plan and pointed to the socio - political turmoil that could result from the failure to provide economic support to strategically important developing countries .


fn_spacy_tokens_for_baseline: There was a shout on the bridge , and the knot of figures craned over the railing .

source_bert_toks: there was a shout on the bridge , and the knot of figures crane ##d over the railing .

reference_raw: There was a scream on the bridge, and a knot of figures crouched over the railing.

reference_spacy_tokens: There was a scream on the bridge , and a knot of figures crouched over the railing .


fn_spacy_tokens_for_baseline: The week 's events , organised by the Royal Navy also included a fly - past by modern and historic maritime aircraft and a march by veterans and sailors through the centre of the city of Liverpool .

source_bert_toks: the week ' s events , organised by the royal navy also included a fly - past by modern and historic maritime aircraft and a march by veterans and sailors through the centre of the city of liverpool .

reference_raw: Events of the week, organized by the Royal Navy, included a fly-past of modern and historical naval aircraft, and a walk of veterans and sailors across the center of Liverpool.

reference_spacy_tokens: Events of the week , organized by the Royal Navy , included a fly - past of modern and historical naval aircraft , and a walk of veterans and sailors across the center of Liverpool .


fn_spacy_tokens_for_baseline: A pony 's hooves rattled on the road outside .

source_bert_toks: a pony ' s hooves rattled on the road outside .

reference_raw: On the way out, the pony's hooves clattered.

reference_spacy_tokens: On the way out , the pony 's hooves clattered .


fn_spacy_tokens_for_baseline: The verderers hurried along the forest path and took little notice of Marian .

source_bert_toks: the verde ##rer ##s hurried along the forest path and took little notice of marian .

reference_raw: The verders rushed along the forest trail, paying little attention to Marian.

reference_spacy_tokens: The verders rushed along the forest trail , paying little attention to Marian .


fn_spacy_tokens_for_baseline: She cast him a scathing look .

source_bert_toks: she cast him a sc ##athing look .

reference_raw: She gave him a scornful look.

reference_spacy_tokens: She gave him a scornful look .


fn_spacy_tokens_for_baseline: Kelly mounted experimental structures on bearings on the table to discover the best ratio between the height of a building and the size and elasticity of the bearings .

source_bert_toks: kelly mounted experimental structures on bearings on the table to discover the best ratio between the height of a building and the size and elastic ##ity of the bearings .

reference_raw: Kelly installed experimental structures on bearings on the table to determine the best ratio between the height of the building and the size and elasticity of the bearings.

reference_spacy_tokens: Kelly installed experimental structures on bearings on the table to determine the best ratio between the height of the building and the size and elasticity of the bearings .


fn_spacy_tokens_for_baseline: He put on his glasses , walked over to the windows , and peered closely at the titles of the books .

source_bert_toks: he put on his glasses , walked over to the windows , and peered closely at the titles of the books .

reference_raw: He put on his spectacles, went to the windows, and looked closely at the titles of the books.

reference_spacy_tokens: He put on his spectacles , went to the windows , and looked closely at the titles of the books .


fn_spacy_tokens_for_baseline: His marital troubles seemed far from his mind as he laughed and joked with the celebrity audience including actresses Patricia Routledge , Alison Steadman , and Frances Barber at the National Theatre .

source_bert_toks: his marital troubles seemed far from his mind as he laughed and joked with the celebrity audience including actresses patricia routledge , alison ste ##ad ##man , and frances barber at the national theatre .

reference_raw: His marital problems seemed far from his head as he laughed and made fun of the famous audience, including the actresses Patricia Routledge, Alison Steadman, and Frances Barber at the National Theatre.

reference_spacy_tokens: His marital problems seemed far from his head as he laughed and made fun of the famous audience , including the actresses Patricia Routledge , Alison Steadman , and Frances Barber at the National Theatre .


fn_spacy_tokens_for_baseline: The relative contributions of promary fibrinolysis and disseminated intravascular coagulation remain controversial .

source_bert_toks: the relative contributions of prom ##ary fi ##bri ##no ##lysis and di ##sse ##minated intra ##vas ##cular coa ##gul ##ation remain controversial .

reference_raw: The relative contribution of promary fibrinolysis and intravascular clotting continues to be controversial.

reference_spacy_tokens: The relative contribution of promary fibrinolysis and intravascular clotting continues to be controversial .


fn_spacy_tokens_for_baseline: On 15 August 1991 when she visited social services with D. , it was found that he had two scratches on his cheek and a bruise and the mother would not say how those were caused .

source_bert_toks: on 15 august 1991 when she visited social services with d . , it was found that he had two scratches on his cheek and a bruise and the mother would not say how those were caused .

reference_raw: When she visited Social Services with D. on 15 August 1991, she found out that she had two scratches on her face and a bruise, and her mother wouldn't tell her how it was done.

reference_spacy_tokens: When she visited Social Services with D. on 15 August 1991 , she found out that she had two scratches on her face and a bruise , and her mother would n't tell her how it was done .


fn_spacy_tokens_for_baseline: She was looking forward to making a late entrance -- the cast would cluster round her , expressing their admiration at her fortitude .

source_bert_toks: she was looking forward to making a late entrance - - the cast would cluster round her , expressing their admiration at her fort ##itude .

reference_raw: She looked forward to making a late entrance - the cast would gather around her and express their appreciation for her strength.

reference_spacy_tokens: She looked forward to making a late entrance - the cast would gather around her and express their appreciation for her strength .


fn_spacy_tokens_for_baseline: North Korea 's chemical defense force is estimated to be around 13,000 personnel , probably making it the third - largest CW service in the world , with chemical defense units incorporated at the regimental level .

source_bert_toks: north korea ' s chemical defense force is estimated to be around 13 , 000 personnel , probably making it the third - largest cw service in the world , with chemical defense units incorporated at the regimental level .

reference_raw: The chemical defense force of North Korea is expected to be around 13,000 people, which is probably the third-largest CW service in the world, with chemical defense units integrated at the regimental level.

reference_spacy_tokens: The chemical defense force of North Korea is expected to be around 13,000 people , which is probably the third - largest CW service in the world , with chemical defense units integrated at the regimental level .


fn_spacy_tokens_for_baseline: The guard has to knock my elbow when he comes to inspect my ticket .

source_bert_toks: the guard has to knock my elbow when he comes to inspect my ticket .

reference_raw: The guard's got to hit me on the elbow when he comes to check my ticket.

reference_spacy_tokens: The guard 's got to hit me on the elbow when he comes to check my ticket .


fn_spacy_tokens_for_baseline: She was already quite drowsy .

source_bert_toks: she was already quite dr ##ows ##y .

reference_raw: She was already very sleepy.

reference_spacy_tokens: She was already very sleepy .


fn_spacy_tokens_for_baseline: The pair and two alleged accomplices armed with switchblades made off with lire 43 million ( dlrs 27,000 ) in the Tuesday heist .

source_bert_toks: the pair and two alleged acc ##omp ##lices armed with switch ##bla ##des made off with li ##re 43 million ( dl ##rs 27 , 000 ) in the tuesday he ##ist .

reference_raw: A couple and two alleged accomplices armed with switchblades made a lire of 43 million (DLR 27,000) during the Tuesday robbery.

reference_spacy_tokens: A couple and two alleged accomplices armed with switchblades made a lire of 43 million ( DLR 27,000 ) during the Tuesday robbery .


fn_spacy_tokens_for_baseline: Every time we help someone find a solution to their employment barrier , the positive effects radiate throughout our community : The business community welcomes not only another worker , but a consumer with increased purchasing power .

source_bert_toks: every time we help someone find a solution to their employment barrier , the positive effects ra ##dia ##te throughout our community : the business community welcome ##s not only another worker , but a consumer with increased purchasing power .

reference_raw: Every time we help someone find a solution to their employment barrier, the positive effects radiate across our community: the business community welcomes not only another worker, but also a consumer with a higher purchasing capacity.

reference_spacy_tokens: Every time we help someone find a solution to their employment barrier , the positive effects radiate across our community : the business community welcomes not only another worker , but also a consumer with a higher purchasing capacity .


fn_spacy_tokens_for_baseline: Many of the cars being repaired have been converted to accept unleaded according to manufacturers guidelines which suggest a quick correction of engine timing will do the trick .

source_bert_toks: many of the cars being repaired have been converted to accept un ##lea ##ded according to manufacturers guidelines which suggest a quick correction of engine timing will do the trick .

reference_raw: Many of the vehicles that have been repaired have been converted to accept unleaded in accordance with the manufacturer's instructions, which suggest that a rapid adjustment of engine timing will do this.

reference_spacy_tokens: Many of the vehicles that have been repaired have been converted to accept unleaded in accordance with the manufacturer 's instructions , which suggest that a rapid adjustment of engine timing will do this .


fn_spacy_tokens_for_baseline: Paint a blown egg all over in one colour and varnish it .

source_bert_toks: paint a blown egg all over in one colour and var ##nish it .

reference_raw: Paint a blown egg in one color and paint it.

reference_spacy_tokens: Paint a blown egg in one color and paint it .


fn_spacy_tokens_for_baseline: Moving with no clear sense of direction , I arrived at last at a wooden hut , set in a clearing in the forest which covered that part of the mountain .

source_bert_toks: moving with no clear sense of direction , i arrived at last at a wooden hut , set in a clearing in the forest which covered that part of the mountain .

reference_raw: I moved without a clear sense of direction, and finally came to a wooden hut, set in a clearing in the woods that covered this part of the hill.

reference_spacy_tokens: I moved without a clear sense of direction , and finally came to a wooden hut , set in a clearing in the woods that covered this part of the hill .


fn_spacy_tokens_for_baseline: Finally , we did not vary the order of the scenarios .

source_bert_toks: finally , we did not vary the order of the scenarios .

reference_raw: Finally, we haven't changed the sequence of scenarios.

reference_spacy_tokens: Finally , we have n't changed the sequence of scenarios .


fn_spacy_tokens_for_baseline: Since 1964 some ministers have appointed political advisers to make policy suggestions that reflect their party 's viewpoint .

source_bert_toks: since 1964 some ministers have appointed political advisers to make policy suggestions that reflect their party ' s viewpoint .

reference_raw: Since 1964, some ministers have appointed political advisors to make policy proposals that reflect the views of their party.

reference_spacy_tokens: Since 1964 , some ministers have appointed political advisors to make policy proposals that reflect the views of their party .


fn_spacy_tokens_for_baseline: The paper gave fuel to its detractors last week when it named the woman who has accused Edward Kennedy 's nephew of raping her in Palm Beach at Easter .

source_bert_toks: the paper gave fuel to its det ##rac ##tors last week when it named the woman who has accused edward kennedy ' s nephew of rap ##ing her in palm beach at easter .

reference_raw: Last week, the newspaper gave fuel to its detractors when they named the woman who accused Edward Kennedy's cousin of raping her in Palm Beach, Easter.

reference_spacy_tokens: Last week , the newspaper gave fuel to its detractors when they named the woman who accused Edward Kennedy 's cousin of raping her in Palm Beach , Easter .


fn_spacy_tokens_for_baseline: Muffled and tied , he was quickly shepherded away .

source_bert_toks: muffled and tied , he was quickly shepherd ##ed away .

reference_raw: Muffled and bound, he was quickly swept away.

reference_spacy_tokens: Muffled and bound , he was quickly swept away .


fn_spacy_tokens_for_baseline: Next , long white streamers tied into an intricate pattern in the centre were handed to various women standing in the circle .

source_bert_toks: next , long white stream ##ers tied into an intricate pattern in the centre were handed to various women standing in the circle .

reference_raw: The long white streamers, bound in a complex pattern in the center, were then handed to the various women who stood in the circle.

reference_spacy_tokens: The long white streamers , bound in a complex pattern in the center , were then handed to the various women who stood in the circle .


fn_spacy_tokens_for_baseline: In this task he was ably assisted by Mrs. Muriel Ellis , who had been the Headmaster 's secretary since 1973 .

source_bert_toks: in this task he was ab ##ly assisted by mrs . muriel ellis , who had been the headmaster ' s secretary since 1973 .

reference_raw: Mrs. Muriel Ellis, who had been the Director's secretary since 1973, helped him on this mission.

reference_spacy_tokens: Mrs. Muriel Ellis , who had been the Director 's secretary since 1973 , helped him on this mission .


fn_spacy_tokens_for_baseline: He served with the Parliamentary army as a chaplain on two occasions , although he also disapproved of putting the king to death .

source_bert_toks: he served with the parliamentary army as a chaplain on two occasions , although he also di ##sa ##pp ##roved of putting the king to death .

reference_raw: He'd served twice as a chaplain in the parliamentary army, but he'd also disagreed with the King's death.

reference_spacy_tokens: He 'd served twice as a chaplain in the parliamentary army , but he 'd also disagreed with the King 's death .


fn_spacy_tokens_for_baseline: I sat in a corner looking at the Dutchmen who smiled surreptitiously from the platform .

source_bert_toks: i sat in a corner looking at the dutch ##men who smiled sur ##re ##pt ##iti ##ously from the platform .

reference_raw: I sat in the corner and looked at the Dutchmen, who were grinning surreptitiously from the platform.

reference_spacy_tokens: I sat in the corner and looked at the Dutchmen , who were grinning surreptitiously from the platform .


fn_spacy_tokens_for_baseline: For the time being Macmillan advised the cabinet that Britain should try to conciliate Egypt and persuade Washington to do the same .

source_bert_toks: for the time being macmillan advised the cabinet that britain should try to con ##ci ##lia ##te egypt and persuade washington to do the same .

reference_raw: Meanwhile, Macmillan advised the government that Britain should try to reconcile Egypt and convince Washington to do the same.

reference_spacy_tokens: Meanwhile , Macmillan advised the government that Britain should try to reconcile Egypt and convince Washington to do the same .


fn_spacy_tokens_for_baseline: If we are ill or emotionally disturbed , the clear outline of the aura will be broken .

source_bert_toks: if we are ill or emotionally disturbed , the clear outline of the aura will be broken .

reference_raw: If we're sick or emotional, we'll break the clear outline of the aura.

reference_spacy_tokens: If we 're sick or emotional , we 'll break the clear outline of the aura .


fn_spacy_tokens_for_baseline: Keno is a variation of bingo in which the player chooses numbers to bet on before the draw is made .

source_bert_toks: ken ##o is a variation of bingo in which the player chooses numbers to bet on before the draw is made .

reference_raw: Keno is a bingo variation where the player chooses the numbers to bet on before drawing.

reference_spacy_tokens: Keno is a bingo variation where the player chooses the numbers to bet on before drawing .


fn_spacy_tokens_for_baseline: We all moved out of the church down to the lake which glistened brightly , though the island itself was still mist - shrouded .

source_bert_toks: we all moved out of the church down to the lake which g ##list ##ened brightly , though the island itself was still mist - sh ##roud ##ed .

reference_raw: We all moved from the church to the lake, which glowed brightly, though the island itself was still clouded with fog.

reference_spacy_tokens: We all moved from the church to the lake , which glowed brightly , though the island itself was still clouded with fog .


fn_spacy_tokens_for_baseline: Viola 's right leg ( stockinged ) and a frizz of her pubic hair next to his would show the discerning viewer what was going on .

source_bert_toks: viola ' s right leg ( stock ##inge ##d ) and a fr ##iz ##z of her pub ##ic hair next to his would show the disc ##ern ##ing viewer what was going on .

reference_raw: Viola's right leg (stocked) and the brush of her pubic hair beside his would show the recognizable spectator what was happening.

reference_spacy_tokens: Viola 's right leg ( stocked ) and the brush of her pubic hair beside his would show the recognizable spectator what was happening .


fn_spacy_tokens_for_baseline: This means that Iran will place the Natanz facility , and any enriched uranium it produces , under IAEA inspection but that , as long as no nuclear materials are present , the IAEA would have no ability to examine locations in Iran where it believed nuclear weapons design research might be under way .

source_bert_toks: this means that iran will place the nat ##an ##z facility , and any enriched uranium it produces , under ia ##ea inspection but that , as long as no nuclear materials are present , the ia ##ea would have no ability to examine locations in iran where it believed nuclear weapons design research might be under way .

reference_raw: This means that Iran will place the Natanz facility and any enrichment it produces under the control of the IAEA, but that until there is no nuclear material, the IAEA will not be able to examine the locations in Iran where it believes that research on the design of nuclear weapons may be ongoing.

reference_spacy_tokens: This means that Iran will place the Natanz facility and any enrichment it produces under the control of the IAEA , but that until there is no nuclear material , the IAEA will not be able to examine the locations in Iran where it believes that research on the design of nuclear weapons may be ongoing .


fn_spacy_tokens_for_baseline: ' Underwear is a shared sexy secret , " said Lauren .

source_bert_toks: ' underwear is a shared sexy secret , " said lauren .

reference_raw: "Underwear is a common sexy secret," Lauren said.

reference_spacy_tokens: " Underwear is a common sexy secret , " Lauren said .


fn_spacy_tokens_for_baseline: She was the mother of Mike Latronic , a hot North Shore surfer who effortlessly outshone visiting pros .

source_bert_toks: she was the mother of mike la ##tron ##ic , a hot north shore surfer who effortlessly outs ##hone visiting pro ##s .

reference_raw: She was Mike Latronic's mother, a hot surfer from the North Shore, trying to avoid visiting professionals.

reference_spacy_tokens: She was Mike Latronic 's mother , a hot surfer from the North Shore , trying to avoid visiting professionals .


fn_spacy_tokens_for_baseline: A MINICAB driver was charged yesterday with the rape and false imprisonment of a 26-year - old woman last week .

source_bert_toks: a mini ##ca ##b driver was charged yesterday with the rape and false imprisonment of a 26 - year - old woman last week .

reference_raw: Last week, the driver of the MINICAB was charged with assault and false imprisonment of a 26-year-old woman.

reference_spacy_tokens: Last week , the driver of the MINICAB was charged with assault and false imprisonment of a 26-year - old woman .


fn_spacy_tokens_for_baseline: YOUTH hostel chiefs will learn today whether a £ 10,000 tip handed over by a tourist is genuine .

source_bert_toks: youth hostel chiefs will learn today whether a £10 , 000 tip handed over by a tourist is genuine .

reference_raw: Today, the hostel chiefs will know if the £10,000 tip given by the tourist is real.

reference_spacy_tokens: Today , the hostel chiefs will know if the £ 10,000 tip given by the tourist is real .


fn_spacy_tokens_for_baseline: Do you like the feel of the keyboard ?

source_bert_toks: do you like the feel of the keyboard ?

reference_raw: Do you like the sound of the keypad?

reference_spacy_tokens: Do you like the sound of the keypad ?


fn_spacy_tokens_for_baseline: Maybe Charlotte Corday really did blush with humiliation when Le Gros smacked her cheek after she had been guillotined .

source_bert_toks: maybe charlotte cord ##ay really did blush with humiliation when le gr ##os smacked her cheek after she had been gui ##llo ##tine ##d .

reference_raw: Maybe Charlotte Corday really blushed with humiliation when Le Gros slapped her in the face after she was guilty.

reference_spacy_tokens: Maybe Charlotte Corday really blushed with humiliation when Le Gros slapped her in the face after she was guilty .


fn_spacy_tokens_for_baseline: One bomber -- reportedly a Ju88 -- was seen to be hit by A.A. and went vertically into the sea with a great howl of engines .

source_bert_toks: one bomber - - reportedly a ju ##8 ##8 - - was seen to be hit by a . a . and went vertically into the sea with a great howl of engines .

reference_raw: One of the bombers, supposedly Ju88, had been seen hit by A.A., and had gone vertically into the sea with a great roar of engines.

reference_spacy_tokens: One of the bombers , supposedly Ju88 , had been seen hit by A.A. , and had gone vertically into the sea with a great roar of engines .


fn_spacy_tokens_for_baseline: Then he went back to stowing the suitcases into the car .

source_bert_toks: then he went back to st ##owing the suitcase ##s into the car .

reference_raw: Then he went back to putting the suitcases in the car.

reference_spacy_tokens: Then he went back to putting the suitcases in the car .


fn_spacy_tokens_for_baseline: There was the cold empty space in the bed beside her , the space where for over thirty years there had been a warm , reassuring presence .

source_bert_toks: there was the cold empty space in the bed beside her , the space where for over thirty years there had been a warm , reassuring presence .

reference_raw: There was a cold, empty place in the bed next to her, a place where there had been a warm, comforting presence for more than thirty years.

reference_spacy_tokens: There was a cold , empty place in the bed next to her , a place where there had been a warm , comforting presence for more than thirty years .


fn_spacy_tokens_for_baseline: If you have problems or face difficult situations , do n't try to cope on your own .

source_bert_toks: if you have problems or face difficult situations , don ' t try to cope on your own .

reference_raw: If you're in trouble or you're in trouble, don't try to deal with it yourself.

reference_spacy_tokens: If you 're in trouble or you 're in trouble , do n't try to deal with it yourself .


fn_spacy_tokens_for_baseline: Until , as he had always known they would , the horsemen appeared , giant figures in steel armour , much larger than life , with great crested helmets dark against the sky .

source_bert_toks: until , as he had always known they would , the horsemen appeared , giant figures in steel armour , much larger than life , with great crested helmets dark against the sky .

reference_raw: Until, as he had always known, the riders appeared, huge figures in steel armor, much larger than life, with huge, crested helms dark against the sky.

reference_spacy_tokens: Until , as he had always known , the riders appeared , huge figures in steel armor , much larger than life , with huge , crested helms dark against the sky .


fn_spacy_tokens_for_baseline: The plate clattered to the kitchen table .

source_bert_toks: the plate cl ##atter ##ed to the kitchen table .

reference_raw: The plate clicked on the kitchen table.

reference_spacy_tokens: The plate clicked on the kitchen table .


fn_spacy_tokens_for_baseline: Do n't forget -- in case of fire , you 'll need to find your keys quickly .

source_bert_toks: don ' t forget - - in case of fire , you ' ll need to find your keys quickly .

reference_raw: Remember, in the event of a fire, you'll have to find the keys quickly.

reference_spacy_tokens: Remember , in the event of a fire , you 'll have to find the keys quickly .


fn_spacy_tokens_for_baseline: Atheism is an expression of neurosis in a way that belief in a personal God can never be , for it is an irrational and emotional reaction to personal hurts and disappointments .

source_bert_toks: at ##hei ##sm is an expression of ne ##uro ##sis in a way that belief in a personal god can never be , for it is an irrational and emotional reaction to personal hurts and disappointment ##s .

reference_raw: Atheism is a manifestation of neurosis in a way that belief in a personal God can never be, because it is an unreasonable and emotional response to personal pain and frustration.

reference_spacy_tokens: Atheism is a manifestation of neurosis in a way that belief in a personal God can never be , because it is an unreasonable and emotional response to personal pain and frustration .


fn_spacy_tokens_for_baseline: Mr Stacey was notified in February 1984 that he would be made redundant the following May.

source_bert_toks: mr stacey was notified in february 1984 that he would be made redundant the following may .

reference_raw: In February 1984, Mr Stacey was informed that he would be dismissed on the following May.

reference_spacy_tokens: In February 1984 , Mr Stacey was informed that he would be dismissed on the following May.


fn_spacy_tokens_for_baseline: Emily sank down into a chair and studied the pages closely , controlling the urge to slap the insolent hussy 's pretty face .

source_bert_toks: emily sank down into a chair and studied the pages closely , controlling the urge to slap the ins ##ole ##nt hu ##ss ##y ' s pretty face .

reference_raw: Emily sat back in her chair and looked carefully at the pages, trying to control the urge to slap the brave Hussy's pretty face.

reference_spacy_tokens: Emily sat back in her chair and looked carefully at the pages , trying to control the urge to slap the brave Hussy 's pretty face .


fn_spacy_tokens_for_baseline: This might seem a bit rich coming from a man who has spent most of his career luxuriating in material wealth as one of the US 's most enduring entertainers .

source_bert_toks: this might seem a bit rich coming from a man who has spent most of his career lux ##uria ##ting in material wealth as one of the us ' s most enduring entertainer ##s .

reference_raw: It may seem a little rich coming from a man who spent most of his career luxuriating in material wealth as one of the most permanent entertainers in the United States.

reference_spacy_tokens: It may seem a little rich coming from a man who spent most of his career luxuriating in material wealth as one of the most permanent entertainers in the United States .


fn_spacy_tokens_for_baseline: Someone 's robe rustled , and it sounded like a tree in the wind .

source_bert_toks: someone ' s robe rust ##led , and it sounded like a tree in the wind .

reference_raw: Someone's robe rattled, sounding like a tree in the wind.

reference_spacy_tokens: Someone 's robe rattled , sounding like a tree in the wind .


fn_spacy_tokens_for_baseline: With her little finger she flicked melted lipstick from the corners of her mouth , then dabbed at her nose and cheeks with a small powder - puff .

source_bert_toks: with her little finger she flicked melted lipstick from the corners of her mouth , then da ##bbed at her nose and cheeks with a small powder - puff .

reference_raw: She flicked the dissolved lipstick out of the corners of her mouth with a small finger, then dabbed her nose and cheeks with a small powder puff.

reference_spacy_tokens: She flicked the dissolved lipstick out of the corners of her mouth with a small finger , then dabbed her nose and cheeks with a small powder puff .


fn_spacy_tokens_for_baseline: They 've been looking for him all the time for their revenge , but it is only now that they have begun to find him out . '

source_bert_toks: they ' ve been looking for him all the time for their revenge , but it is only now that they have begun to find him out . '

reference_raw: They're still looking for him for revenge, but they're just starting to figure it out.'

reference_spacy_tokens: They 're still looking for him for revenge , but they 're just starting to figure it out . '


fn_spacy_tokens_for_baseline: The monks of Furness reclaimed the coastal marshes of Walney , with embankments incorporating beach pebbles .

source_bert_toks: the monks of fur ##ness reclaimed the coastal marshes of wal ##ney , with embankment ##s incorporating beach pebbles .

reference_raw: The monks of Furness had reclaimed the coastal swamps of Walney, and the beach pebbles had been embanked.

reference_spacy_tokens: The monks of Furness had reclaimed the coastal swamps of Walney , and the beach pebbles had been embanked .


fn_spacy_tokens_for_baseline: Chick peas have a deliciously nutty flavour and are excellent for vegetarian casseroles and salads , as well as being the basis for hummus , a very popular Mediterranean dip .

source_bert_toks: chick peas have a delicious ##ly nut ##ty flavour and are excellent for vegetarian cass ##ero ##les and salad ##s , as well as being the basis for hum ##mus , a very popular mediterranean dip .

reference_raw: Chick peas have a deliciously nutty taste and are delicious for vegetarian casseroles and lettuces, and are also the basis for hummus, which is a very popular Mediterranean dip.

reference_spacy_tokens: Chick peas have a deliciously nutty taste and are delicious for vegetarian casseroles and lettuces , and are also the basis for hummus , which is a very popular Mediterranean dip .


fn_spacy_tokens_for_baseline: The noise of heavily amplified Hindi movie music can be heard until well after two or three in the morning .

source_bert_toks: the noise of heavily amplified hindi movie music can be heard until well after two or three in the morning .

reference_raw: The sound of heavily amplified Hindi film music can be heard until well after two or three in the morning.

reference_spacy_tokens: The sound of heavily amplified Hindi film music can be heard until well after two or three in the morning .


fn_spacy_tokens_for_baseline: To see a threat - that - was coming across as anything but a threat is saddening .

source_bert_toks: to see a threat - that - was coming across as anything but a threat is sad ##den ##ing .

reference_raw: It's sad to see a threat - this one - come across as anything but a threat.

reference_spacy_tokens: It 's sad to see a threat - this one - come across as anything but a threat .


fn_spacy_tokens_for_baseline: Reliable sources have confirmed that GM is ' leading the pack ' of international car companies with which Jaguar is in discussions .

source_bert_toks: reliable sources have confirmed that gm is ' leading the pack ' of international car companies with which jaguar is in discussions .

reference_raw: Reliable sources have confirmed that GM "leads a pack" of international automobile companies with which Jaguar is engaged.

reference_spacy_tokens: Reliable sources have confirmed that GM " leads a pack " of international automobile companies with which Jaguar is engaged .


fn_spacy_tokens_for_baseline: Early 1990s , According to the British Observer , the British government exported chemicals to Iran that can be used to manufacture weapons .

source_bert_toks: early 1990s , according to the british observer , the british government exported chemicals to iran that can be used to manufacture weapons .

reference_raw: At the beginning of the 1990s, a British observer claimed that the British government had exported chemicals to Iran that could be used for the production of weapons.

reference_spacy_tokens: At the beginning of the 1990s , a British observer claimed that the British government had exported chemicals to Iran that could be used for the production of weapons .


fn_spacy_tokens_for_baseline: He did not release her , he drew her closer until her breasts were pressed against him .

source_bert_toks: he did not release her , he drew her closer until her breasts were pressed against him .

reference_raw: He didn't let her go, but he drew her closer until she pressed her chest against him.

reference_spacy_tokens: He did n't let her go , but he drew her closer until she pressed her chest against him .


fn_spacy_tokens_for_baseline: You 've already perfected the tests . '

source_bert_toks: you ' ve already perfect ##ed the tests . '

reference_raw: You've finished your tests.'

reference_spacy_tokens: You 've finished your tests . '


fn_spacy_tokens_for_baseline: Free Colombia also said it wanted to liquidate Escobar , but preferred to gather intelligence on his whereabouts rather than carry out attacks . -- Reuter

source_bert_toks: free colombia also said it wanted to liquid ##ate es ##co ##bar , but preferred to gather intelligence on his whereabouts rather than carry out attacks . - - re ##uter

reference_raw: Free Colombia also said that he wanted to destroy Escobar, but he preferred to gather information about where he was, rather than attack him.

reference_spacy_tokens: Free Colombia also said that he wanted to destroy Escobar , but he preferred to gather information about where he was , rather than attack him .


fn_spacy_tokens_for_baseline: Something had blown through the room with him , a gust of exhilarating air trapped in the folds of his garments , leaving a breath of his own vigour behind .

source_bert_toks: something had blown through the room with him , a gust of ex ##hila ##rating air trapped in the folds of his garments , leaving a breath of his own vi ##go ##ur behind .

reference_raw: Something flew through the room with him, a gust of exhilarating air caught in the folds of his robes, leaving a breath of vigour behind him.

reference_spacy_tokens: Something flew through the room with him , a gust of exhilarating air caught in the folds of his robes , leaving a breath of vigour behind him .


fn_spacy_tokens_for_baseline: His desire for her was instantaneous and of their own volition his hands began to search and caress her body .

source_bert_toks: his desire for her was instant ##aneous and of their own vol ##ition his hands began to search and caress her body .

reference_raw: His longing for her was instantaneous, and of his own free will his hands began to search and stroke her body.

reference_spacy_tokens: His longing for her was instantaneous , and of his own free will his hands began to search and stroke her body .


fn_spacy_tokens_for_baseline: Mr McMullin said many parents would be unaware that their children were regularly using Ecstasy , LSD or speed and young people did not realise the long - term harmful effects of the substances they were taking .

source_bert_toks: mr mc ##mu ##llin said many parents would be unaware that their children were regularly using ecstasy , l ##sd or speed and young people did not realise the long - term harmful effects of the substances they were taking .

reference_raw: Mr. McMullin said that many parents would not be aware that their children regularly used ecstasy, LSD or rapidity, and that young people did not realize the long-term harmful effects of the substances they were taking.

reference_spacy_tokens: Mr. McMullin said that many parents would not be aware that their children regularly used ecstasy , LSD or rapidity , and that young people did not realize the long - term harmful effects of the substances they were taking .


fn_spacy_tokens_for_baseline: East Lothian District Council has decided to replace its six adopted local plans with a single District - wide local plan , the East Lothian District Local Plan .

source_bert_toks: east lot ##hian district council has decided to replace its six adopted local plans with a single district - wide local plan , the east lot ##hian district local plan .

reference_raw: The Eastern Lothian District Council has decided to substitute its six adopted local plans for one regional plan, the local plan of the Eastern Lothian District.

reference_spacy_tokens: The Eastern Lothian District Council has decided to substitute its six adopted local plans for one regional plan , the local plan of the Eastern Lothian District .


fn_spacy_tokens_for_baseline: Chek Lap Kok airport sits on reclaimed land just off Lantau ; plans to build a bridge may change Lantau , but at present it is sparsely populated and makes a perfect getaway .

source_bert_toks: che ##k lap ko ##k airport sits on reclaimed land just off lan ##ta ##u ; plans to build a bridge may change lan ##ta ##u , but at present it is sparsely populated and makes a perfect get ##away .

reference_raw: Chek Lap Kok airport is located on reclaimed land just outside Lantau; plans to build a bridge can change Lantau, but it is currently sparsely populated and makes a perfect escape.

reference_spacy_tokens: Chek Lap Kok airport is located on reclaimed land just outside Lantau ; plans to build a bridge can change Lantau , but it is currently sparsely populated and makes a perfect escape .