fn_spacy_tokens_for_baseline: Five held in murder probe

source_bert_toks: five held in murder probe

reference_raw: Five held in the Homicidal Explore

reference_spacy_tokens: Five held in the Homicidal Explore


fn_spacy_tokens_for_baseline: Within days , assailants gunned down one of the pact 's chief negotiators , an elder named Haji Badar Agha , on his way to morning prayers .

source_bert_toks: within days , ass ##ail ##ants gunn ##ed down one of the pact ' s chief ne ##go ##tia ##tors , an elder named haji bad ##ar ag ##ha , on his way to morning prayers .

reference_raw: In a few days, the attackers shot one of the chief negotiators of the pact, an elder named Haji Badar Agha, on his way to the morning prayers.

reference_spacy_tokens: In a few days , the attackers shot one of the chief negotiators of the pact , an elder named Haji Badar Agha , on his way to the morning prayers .


fn_spacy_tokens_for_baseline: The envy of many preservation sites is the newly erected locomotive shed built of brick , which houses the locomotives when not in use .

source_bert_toks: the envy of many preservation sites is the newly erected locomotive shed built of brick , which houses the locomotives when not in use .

reference_raw: The envy of many preservatives is a newly erected locomotive hut made of bricks that house locomotives when they are not used.

reference_spacy_tokens: The envy of many preservatives is a newly erected locomotive hut made of bricks that house locomotives when they are not used .


fn_spacy_tokens_for_baseline: The formation of a CU certainly breaches the principle of universal free trade because it practices discrimination against non - members .

source_bert_toks: the formation of a cu certainly breach ##es the principle of universal free trade because it practices discrimination against non - members .

reference_raw: Indeed, the creation of a CU infringes the principle of universal freedom of trade, since it practices discrimination against third parties.

reference_spacy_tokens: Indeed , the creation of a CU infringes the principle of universal freedom of trade , since it practices discrimination against third parties .


fn_spacy_tokens_for_baseline: She had married the King of Spain ; she had restored the Latin Mass ; she had required her subjects to acknowledge the authority of the Pope which her own father had so blatantly flouted .

source_bert_toks: she had married the king of spain ; she had restored the latin mass ; she had required her subjects to acknowledge the authority of the pope which her own father had so b ##lat ##antly fl ##out ##ed .

reference_raw: She had married the King of Spain; she had restored the Latin mass; she had asked her subjects to acknowledge the authority of the Pope, which her father had so blatantly flaunted.

reference_spacy_tokens: She had married the King of Spain ; she had restored the Latin mass ; she had asked her subjects to acknowledge the authority of the Pope , which her father had so blatantly flaunted .


fn_spacy_tokens_for_baseline: The bridges were barred by night with iron gates to keep the Chinese out .

source_bert_toks: the bridges were barred by night with iron gates to keep the chinese out .

reference_raw: The bridges were blocked at night with iron gates to keep the Chinese out of the way.

reference_spacy_tokens: The bridges were blocked at night with iron gates to keep the Chinese out of the way .


fn_spacy_tokens_for_baseline: And Tottenham 's clever campaign to save the club is now down to one man Venables and his business expertise .

source_bert_toks: and tottenham ' s clever campaign to save the club is now down to one man ve ##nable ##s and his business expertise .

reference_raw: And Tottenham's smart campaign to save the club now depends on a man named Venables and his business experience.

reference_spacy_tokens: And Tottenham 's smart campaign to save the club now depends on a man named Venables and his business experience .


fn_spacy_tokens_for_baseline: The kid toddled off like a drunk trying to balance two pints of beer .

source_bert_toks: the kid todd ##led off like a drunk trying to balance two pin ##ts of beer .

reference_raw: The boy swerved like a drunk trying to balance two pints of beer.

reference_spacy_tokens: The boy swerved like a drunk trying to balance two pints of beer .


fn_spacy_tokens_for_baseline: Roman medallions were made in small quantities and so the die would be likely to survive , while at Dalisandos no coinage was made in the intervening years .

source_bert_toks: roman medallion ##s were made in small quantities and so the die would be likely to survive , while at dali ##san ##dos no coinage was made in the intervening years .

reference_raw: Roman medals were made in small quantities, so that death is likely to survive, whereas in Dalisandos no coin was produced in the intervening years.

reference_spacy_tokens: Roman medals were made in small quantities , so that death is likely to survive , whereas in Dalisandos no coin was produced in the intervening years .


fn_spacy_tokens_for_baseline: And I hire every member of the staff - I can smell a wrong'un a hundred yards away .

source_bert_toks: and i hire every member of the staff - i can smell a wrong ' un a hundred yards away .

reference_raw: And I'm recruiting every member of my staff - I can feel the wrong'un a hundred yards away.

reference_spacy_tokens: And I 'm recruiting every member of my staff - I can feel the wrong'un a hundred yards away .


fn_spacy_tokens_for_baseline: They sauntered on , Erika conscientiously describing each slab as they reached it : ' Tribute to the glorious soldiers of the Red Army ..

source_bert_toks: they sa ##unt ##ered on , erika con ##sc ##ient ##iously describing each slab as they reached it : ' tribute to the glorious soldiers of the red army . .

reference_raw: They continued on, Erica dutifully describing each plate as they reached it: 'Tribute to the famous soldiers of the Red Army . . .

reference_spacy_tokens: They continued on , Erica dutifully describing each plate as they reached it : ' Tribute to the famous soldiers of the Red Army . . .


fn_spacy_tokens_for_baseline: He gabbled all the way to the police station about his favourite film noirs .

source_bert_toks: he ga ##bbled all the way to the police station about his favourite film noir ##s .

reference_raw: He was talking about his favorite movie noirs all the way to the police station.

reference_spacy_tokens: He was talking about his favorite movie noirs all the way to the police station .


fn_spacy_tokens_for_baseline: Their wells were crammed with cone helmets and glittered with shield - hoops and the faggoted filaments that were spears .

source_bert_toks: their wells were cr ##ammed with cone helmets and glitter ##ed with shield - hoop ##s and the fa ##gg ##oted fi ##lam ##ents that were spears .

reference_raw: Their wells were crammed with cone helmets and gleamed with shield hoops and queasy fibers that were spears.

reference_spacy_tokens: Their wells were crammed with cone helmets and gleamed with shield hoops and queasy fibers that were spears .


fn_spacy_tokens_for_baseline: They tip out the ashtrays , swill unfinished drinks from plastic cups , rootle through the waste - paper baskets and empty them out .

source_bert_toks: they tip out the ash ##tray ##s , sw ##ill unfinished drinks from plastic cups , root ##le through the waste - paper baskets and empty them out .

reference_raw: They tip out the ashtrays, sip the unfinished drinks out of the plastic cups, root out the waste-paper baskets, and empty them out.

reference_spacy_tokens: They tip out the ashtrays , sip the unfinished drinks out of the plastic cups , root out the waste - paper baskets , and empty them out .


fn_spacy_tokens_for_baseline: Fiji 's team was a second strength team but they were still too good , running away 22 - 10 victors over Australia Green after trailing 10 - 0 in the first half .

source_bert_toks: fiji ' s team was a second strength team but they were still too good , running away 22 - 10 victor ##s over australia green after trailing 10 - 0 in the first half .

reference_raw: Fiji's team was the second force team, but they were still too good to run 22-10 over Australia Green after 10-0 in the first half.

reference_spacy_tokens: Fiji 's team was the second force team , but they were still too good to run 22 - 10 over Australia Green after 10 - 0 in the first half .


fn_spacy_tokens_for_baseline: In the summer of 2002 , US intelligence reportedly discovered new evidence about transfers of HEU technology and/or materials from Pakistan in exchange for ballistic missiles .

source_bert_toks: in the summer of 2002 , us intelligence reportedly discovered new evidence about transfers of he ##u technology and / or materials from pakistan in exchange for ballistic missiles .

reference_raw: In the summer of 2002, U.S. Intelligence reportedly discovered new information on the transfer of HEU technology and/or material from Pakistan in exchange for ballistic missiles.

reference_spacy_tokens: In the summer of 2002 , U.S. Intelligence reportedly discovered new information on the transfer of HEU technology and/or material from Pakistan in exchange for ballistic missiles .


fn_spacy_tokens_for_baseline: Even though shorn of the banker that was Craig Chalmers , it matches the size of the Scotland representation in New Zealand in 1983 though one fewer than in Australia in 1989 .

source_bert_toks: even though sho ##rn of the banker that was craig chalmers , it matches the size of the scotland representation in new zealand in 1983 though one fewer than in australia in 1989 .

reference_raw: Although short of a banker named Craig Chalmers, it corresponds to the size of a Scottish representative in New Zealand in 1983, though less than in Australia in 1989.

reference_spacy_tokens: Although short of a banker named Craig Chalmers , it corresponds to the size of a Scottish representative in New Zealand in 1983 , though less than in Australia in 1989 .


fn_spacy_tokens_for_baseline: ' Look ! ' he cried , pointing to the widening scarlet stain .

source_bert_toks: ' look ! ' he cried , pointing to the widening scarlet stain .

reference_raw: "Look!" he shouted, pointing to the widening scarlet stain.

reference_spacy_tokens: " Look ! " he shouted , pointing to the widening scarlet stain .


fn_spacy_tokens_for_baseline: The user image achieves this by means of options .

source_bert_toks: the user image achieve ##s this by means of options .

reference_raw: This is done by the user image using options.

reference_spacy_tokens: This is done by the user image using options .


fn_spacy_tokens_for_baseline: I had to be carted off to hospital , so I did n't manage to complete the work until the new year .

source_bert_toks: i had to be cart ##ed off to hospital , so i didn ' t manage to complete the work until the new year .

reference_raw: They had to take me to the hospital, so I couldn't finish my job till New Year's.

reference_spacy_tokens: They had to take me to the hospital , so I could n't finish my job till New Year 's .


fn_spacy_tokens_for_baseline: The gipsies who are on the laybys and the verges of west Oxfordshire are people who wish to stay living in caravans .

source_bert_toks: the gi ##ps ##ies who are on the lay ##by ##s and the verge ##s of west oxfordshire are people who wish to stay living in caravan ##s .

reference_raw: Gypsies on the edges of West Oxfordshire are people who want to live in trailers.

reference_spacy_tokens: Gypsies on the edges of West Oxfordshire are people who want to live in trailers .


fn_spacy_tokens_for_baseline: Several French bankers stormed out of one meeting , grumbling that Britain 's legal standards had sunk to the level of Venezuela 's .

source_bert_toks: several french bankers stormed out of one meeting , gr ##umb ##ling that britain ' s legal standards had sunk to the level of venezuela ' s .

reference_raw: Several French bankers rushed out of one meeting and complained that British legal standards had dropped to Venezuela's level.

reference_spacy_tokens: Several French bankers rushed out of one meeting and complained that British legal standards had dropped to Venezuela 's level .


fn_spacy_tokens_for_baseline: In southern Greece today , huge forest fires continue to burn on destroying homes and causing severe damage to the region .

source_bert_toks: in southern greece today , huge forest fires continue to burn on destroying homes and causing severe damage to the region .

reference_raw: Today, in southern Greece, huge forest fires continue to burn after the destruction of homes and causing serious damage to the region.

reference_spacy_tokens: Today , in southern Greece , huge forest fires continue to burn after the destruction of homes and causing serious damage to the region .


fn_spacy_tokens_for_baseline: One is never entirely without satisfaction when one 's friends are in a mess , one looks at once to how one can enlarge oneself by interfering . '

source_bert_toks: one is never entirely without satisfaction when one ' s friends are in a mess , one looks at once to how one can en ##lar ##ge oneself by interfering . '

reference_raw: You can't be completely unsatisfactory when your friends are in trouble, you're looking at how you can expand yourself by interfering.'

reference_spacy_tokens: You ca n't be completely unsatisfactory when your friends are in trouble , you 're looking at how you can expand yourself by interfering . '


fn_spacy_tokens_for_baseline: ' His name is Matthew Blake , ' Mandy informed Charity as they descended the steps from their cabin on to the paved pathway that led to the lodge .

source_bert_toks: ' his name is matthew blake , ' mandy informed charity as they descended the steps from their cabin on to the paved pathway that led to the lodge .

reference_raw: 'His name is Matthew Blake,' Mandy said to Charity as they walked down the stairs from the cabin to the paved path leading to the cabin.

reference_spacy_tokens: ' His name is Matthew Blake , ' Mandy said to Charity as they walked down the stairs from the cabin to the paved path leading to the cabin .


fn_spacy_tokens_for_baseline: The crowd swelled to about 3,000 , and American soldiers rushed in to reinforce the building 's defenses .

source_bert_toks: the crowd swelled to about 3 , 000 , and american soldiers rushed in to reinforce the building ' s defenses .

reference_raw: The crowd swelled to about three thousand, and American soldiers rushed in to strengthen the building's defences.

reference_spacy_tokens: The crowd swelled to about three thousand , and American soldiers rushed in to strengthen the building 's defences .


fn_spacy_tokens_for_baseline: The Corinthian Order was now used .

source_bert_toks: the co ##rin ##thi ##an order was now used .

reference_raw: The Ordinance of Corinthia has now been used.

reference_spacy_tokens: The Ordinance of Corinthia has now been used .


fn_spacy_tokens_for_baseline: And he saw , too , narrowing eyes that were used to singling out detail at great distance , the betraying glitter of sunlight upon arms , below him in the copses of the valley .

source_bert_toks: and he saw , too , narrowing eyes that were used to sing ##ling out detail at great distance , the betray ##ing glitter of sunlight upon arms , below him in the cops ##es of the valley .

reference_raw: And he could see the narrowing of his eyes, which were accustomed to singing details at great distances, the treacherous gleam of sunlight on his arms, beneath him in the valley's copses.

reference_spacy_tokens: And he could see the narrowing of his eyes , which were accustomed to singing details at great distances , the treacherous gleam of sunlight on his arms , beneath him in the valley 's copses .


fn_spacy_tokens_for_baseline: At Ellers we stood on the bridge watching swallows skimming and bumping the water after a hatch of flies that the late afternoon warmth had brought out .

source_bert_toks: at elle ##rs we stood on the bridge watching swallows ski ##mming and bump ##ing the water after a hatch of flies that the late afternoon warmth had brought out .

reference_raw: We stood on the bridge at Ellers and watched the swallows slide and hit the water after the hatch of flies that the late afternoon heat had brought.

reference_spacy_tokens: We stood on the bridge at Ellers and watched the swallows slide and hit the water after the hatch of flies that the late afternoon heat had brought .


fn_spacy_tokens_for_baseline: The view is excellent from all seats , although the two passengers in the middle of the benches have to lean from side to side to make the most of it .

source_bert_toks: the view is excellent from all seats , although the two passengers in the middle of the benches have to lean from side to side to make the most of it .

reference_raw: The view is perfect from all seats, though the two passengers in the center of the benches have to lean from side to side to make the most of it.

reference_spacy_tokens: The view is perfect from all seats , though the two passengers in the center of the benches have to lean from side to side to make the most of it .


fn_spacy_tokens_for_baseline: The period of the Second World War ( 1939 -1945 ) witnessed a significant shift of attitudes by a sizable fraction of the electorate .

source_bert_toks: the period of the second world war ( 1939 - 1945 ) witnessed a significant shift of attitudes by a sizable fraction of the electorate .

reference_raw: World War II (1939-1945) saw a significant change in attitudes by a sizeable fraction of voters.

reference_spacy_tokens: World War II ( 1939 - 1945 ) saw a significant change in attitudes by a sizeable fraction of voters .


fn_spacy_tokens_for_baseline: Similarly , adjacent sounds may be modified to sound more like each other , e.g. ' gone back ' may be pronounced as ' gom back ' .

source_bert_toks: similarly , adjacent sounds may be modified to sound more like each other , e . g . ' gone back ' may be pronounced as ' go ##m back ' .

reference_raw: Similarly, adjoining sounds can be modified to sound more like one another, e.g. "go back" can be said as "gom back".

reference_spacy_tokens: Similarly , adjoining sounds can be modified to sound more like one another , e.g. " go back " can be said as " gom back " .


fn_spacy_tokens_for_baseline: I 've been in worse scrapes than this .

source_bert_toks: i ' ve been in worse scrape ##s than this .

reference_raw: I've had worse scratches than this.

reference_spacy_tokens: I 've had worse scratches than this .


fn_spacy_tokens_for_baseline: Some critics , including the US government 's attorney general , have called for an end to the insanity plea altogether .

source_bert_toks: some critics , including the us government ' s attorney general , have called for an end to the insanity plea altogether .

reference_raw: Some critics, including the U.S. Attorney General, have called for a complete end to this crazy statement.

reference_spacy_tokens: Some critics , including the U.S. Attorney General , have called for a complete end to this crazy statement .


fn_spacy_tokens_for_baseline: Well , if there 's one aircraft which can still evoke memories of those Cold War days this is it .

source_bert_toks: well , if there ' s one aircraft which can still ev ##oke memories of those cold war days this is it .

reference_raw: Well, if there's one plane that can still bring back memories of the Cold War days, that's it.

reference_spacy_tokens: Well , if there 's one plane that can still bring back memories of the Cold War days , that 's it .


fn_spacy_tokens_for_baseline: So it was much easier if you had n't got a lot of money to fake some action , and produce some fake Boer war newsreels than to do the real thing .

source_bert_toks: so it was much easier if you hadn ' t got a lot of money to fake some action , and produce some fake boer war news ##ree ##ls than to do the real thing .

reference_raw: So it'd be a lot easier if you didn't have enough money to pretend to do something and produce false Boer war stories than do the real thing.

reference_spacy_tokens: So it 'd be a lot easier if you did n't have enough money to pretend to do something and produce false Boer war stories than do the real thing .


fn_spacy_tokens_for_baseline: Therefore she said not one more word about her shitty father , but only listened , sharing in what she knew was a moment in his life he could never forget .

source_bert_toks: therefore she said not one more word about her shitty father , but only listened , sharing in what she knew was a moment in his life he could never forget .

reference_raw: That's why she didn't say a word about her fucking father, but she just listened and shared what she knew was a moment in his life he could never forget.

reference_spacy_tokens: That 's why she did n't say a word about her fucking father , but she just listened and shared what she knew was a moment in his life he could never forget .


fn_spacy_tokens_for_baseline: ' A grandmother is a lady who has no children of her own , so she likes other people 's little girls and boys .

source_bert_toks: ' a grandmother is a lady who has no children of her own , so she likes other people ' s little girls and boys .

reference_raw: Grandma's a woman who doesn't have kids of her own, so she likes other people's little girls and boys.

reference_spacy_tokens: Grandma 's a woman who does n't have kids of her own , so she likes other people 's little girls and boys .


fn_spacy_tokens_for_baseline: 300 households will be examined in further detail to ascertain the relationship between household structure and labour market participation in the recent past .

source_bert_toks: 300 households will be examined in further detail to as ##cer ##tain the relationship between household structure and labour market participation in the recent past .

reference_raw: 300 households will be examined in more detail to determine the relationship between the structure of households and labour market participation in the recent past.

reference_spacy_tokens: 300 households will be examined in more detail to determine the relationship between the structure of households and labour market participation in the recent past .


fn_spacy_tokens_for_baseline: The Foreign Minister , Abdul Wakil , said the President was stripped of his powers after he tried to flee the country earlier in the day .

source_bert_toks: the foreign minister , abdul wa ##ki ##l , said the president was stripped of his powers after he tried to flee the country earlier in the day .

reference_raw: The Secretary of State, Abdul Wakil, said that the President had been deprived of his powers when he tried to leave the country this morning.

reference_spacy_tokens: The Secretary of State , Abdul Wakil , said that the President had been deprived of his powers when he tried to leave the country this morning .


fn_spacy_tokens_for_baseline: If anyone had committed murder on the lonely turnoff from the M4 , it must have been Marius .

source_bert_toks: if anyone had committed murder on the lonely turn ##off from the m ##4 , it must have been marius .

reference_raw: When someone committed a murder on a lonely M4 switch, it had to be Marius.

reference_spacy_tokens: When someone committed a murder on a lonely M4 switch , it had to be Marius .


fn_spacy_tokens_for_baseline: Early in the film , with the Flowers crisis in full bloom , Sam Donaldson interviews Stephanopoulos , who blames it all on the " Republican attack machine . "

source_bert_toks: early in the film , with the flowers crisis in full bloom , sam donaldson interviews stephan ##op ##oulos , who blame ##s it all on the " republican attack machine . "

reference_raw: At the beginning of the movie, when the Flowers crisis was in full bloom, Sam Donaldson interviewed Stephanopoulos, who blamed everything on the Republican Assailant Engine.

reference_spacy_tokens: At the beginning of the movie , when the Flowers crisis was in full bloom , Sam Donaldson interviewed Stephanopoulos , who blamed everything on the Republican Assailant Engine .


fn_spacy_tokens_for_baseline: He had got the direction slightly wrong and had passed the dell before he realised it .

source_bert_toks: he had got the direction slightly wrong and had passed the dell before he realised it .

reference_raw: His direction was slightly wrong, and he passed the valley before he realized it.

reference_spacy_tokens: His direction was slightly wrong , and he passed the valley before he realized it .


fn_spacy_tokens_for_baseline: The message was blunt : ' Be fair and business - like !

source_bert_toks: the message was blunt : ' be fair and business - like !

reference_raw: The message was dull: 'Be fair and businesslike!

reference_spacy_tokens: The message was dull : ' Be fair and businesslike !


fn_spacy_tokens_for_baseline: ' Just take these other duties off my shoulders and give me a day a week for the next year to attend a decent training course so that I can master it , and I 'm yours . '

source_bert_toks: ' just take these other duties off my shoulders and give me a day a week for the next year to attend a decent training course so that i can master it , and i ' m yours . '

reference_raw: "Just get these other duties off my shoulders and give me a day a week for the next year to attend a decent training course so I can handle it, and I'll be yours."

reference_spacy_tokens: " Just get these other duties off my shoulders and give me a day a week for the next year to attend a decent training course so I can handle it , and I 'll be yours . "


fn_spacy_tokens_for_baseline: A 35 year old Asian man presented with a three month history of progressive weakness of his hands and legs associated with distal sensory disturbance .

source_bert_toks: a 35 year old asian man presented with a three month history of progressive weakness of his hands and legs associated with distal sensory disturbance .

reference_raw: A 35-year-old Asian male presented with a three-month history of progressive loss of arms and legs associated with distal sensory disturbance.

reference_spacy_tokens: A 35-year - old Asian male presented with a three - month history of progressive loss of arms and legs associated with distal sensory disturbance .


fn_spacy_tokens_for_baseline: These record all screen and keyboard activity and provide the basis both for programme debugging in the event of the unexpected happening , and for determining whether a user needs advice or further training .

source_bert_toks: these record all screen and keyboard activity and provide the basis both for programme de ##bu ##gging in the event of the unexpected happening , and for determining whether a user needs advice or further training .

reference_raw: They record all screen and keyboard activities and provide the basis both for programming debugging in case of unforeseen occurrences and for determining whether the user needs advice or further training.

reference_spacy_tokens: They record all screen and keyboard activities and provide the basis both for programming debugging in case of unforeseen occurrences and for determining whether the user needs advice or further training .


fn_spacy_tokens_for_baseline: Maybe it 's just another boost along the way to even more incredible performance . "

source_bert_toks: maybe it ' s just another boost along the way to even more incredible performance . "

reference_raw: Maybe it's just another boost on the way to an even more unbelievable show.

reference_spacy_tokens: Maybe it 's just another boost on the way to an even more unbelievable show .


fn_spacy_tokens_for_baseline: Chambers was a tall , lithe , powerful man .

source_bert_toks: chambers was a tall , lit ##he , powerful man .

reference_raw: Chambers was a tall, light, strong man.

reference_spacy_tokens: Chambers was a tall , light , strong man .


fn_spacy_tokens_for_baseline: The inquiry comes after firemen spent several hours tackling the flames , and a policeman was hurt helping to rescue dozens of cows from the burning barn .

source_bert_toks: the inquiry comes after fire ##men spent several hours tack ##ling the flames , and a policeman was hurt helping to rescue dozens of cows from the burning barn .

reference_raw: The investigation comes after firefighters spent several hours fighting fires, and a police officer was injured trying to rescue scores of cows from a burning barn.

reference_spacy_tokens: The investigation comes after firefighters spent several hours fighting fires , and a police officer was injured trying to rescue scores of cows from a burning barn .


fn_spacy_tokens_for_baseline: The captain 's gaze was fixed unblinkingly on the depth gauge , watching its hypnotic fall , great beads of perspiration trickling down his forehead .

source_bert_toks: the captain ' s gaze was fixed un ##bl ##inking ##ly on the depth gauge , watching its hypnotic fall , great beads of per ##sp ##ira ##tion trick ##ling down his forehead .

reference_raw: The captain stared unblinkingly at the depth gauge, watching his hypnotic fall, his forehead dripping with sweat.

reference_spacy_tokens: The captain stared unblinkingly at the depth gauge , watching his hypnotic fall , his forehead dripping with sweat .


fn_spacy_tokens_for_baseline: After a song and a prayer , a priest in green vestments came on and preached a long sermon warning us all not to misuse authority .

source_bert_toks: after a song and a prayer , a priest in green vest ##ments came on and preached a long sermon warning us all not to mis ##use authority .

reference_raw: After a song and a prayer, the priest in the green vests went on and preached a long sermon that warned all of us not to abuse authority.

reference_spacy_tokens: After a song and a prayer , the priest in the green vests went on and preached a long sermon that warned all of us not to abuse authority .


fn_spacy_tokens_for_baseline: Anwar el - Sadat succeeded Nasser in 1970 .

source_bert_toks: anwar el - sad ##at succeeded nasser in 1970 .

reference_raw: In 1970, Anwar el-Sadat was successful in Nasser.

reference_spacy_tokens: In 1970 , Anwar el - Sadat was successful in Nasser .


fn_spacy_tokens_for_baseline: But the financial press was premature in reporting Cork Gully 's appointment as liquidator .

source_bert_toks: but the financial press was premature in reporting cork gu ##lly ' s appointment as liquid ##ator .

reference_raw: But the financial press was too early to announce the appointment of Cork Gully as a liquidator.

reference_spacy_tokens: But the financial press was too early to announce the appointment of Cork Gully as a liquidator .


fn_spacy_tokens_for_baseline: Kazakhstan inherited 104 SS-18 intercontinental ballistic missiles ( ICBMs ) from the Soviet missile complex .

source_bert_toks: kazakhstan inherited 104 ss - 18 intercontinental ballistic missiles ( ic ##bm ##s ) from the soviet missile complex .

reference_raw: Kazakhstan inherited 104 SS-18 intercontinental ballistic missiles from the Soviet missile array.

reference_spacy_tokens: Kazakhstan inherited 104 SS-18 intercontinental ballistic missiles from the Soviet missile array .


fn_spacy_tokens_for_baseline: We do n't really comprehend how rigorous the training in the guild system was .

source_bert_toks: we don ' t really comprehend how rigorous the training in the guild system was .

reference_raw: We don't understand how strict training in the Guild system was.

reference_spacy_tokens: We do n't understand how strict training in the Guild system was .


fn_spacy_tokens_for_baseline: In 1989 US authorities found Alcolac International Inc. , a pharmaceutical firm based out of Baltimore , Maryland , guilty of illegally shipping almost 120 tons of thiodyglycol ( a mustard gas precursor ) to Iran .

source_bert_toks: in 1989 us authorities found al ##cola ##c international inc . , a pharmaceutical firm based out of baltimore , maryland , guilty of illegally shipping almost 120 tons of th ##io ##dy ##gly ##col ( a mustard gas precursor ) to iran .

reference_raw: In 1989, the U.S. authorities discovered that Alcolac International Inc., a pharmaceutical company based in Baltimore, Maryland, was guilty of illegal transport of nearly 120 tonnes of thiodyglycol (a mustard gas precursor) to Iran.

reference_spacy_tokens: In 1989 , the U.S. authorities discovered that Alcolac International Inc. , a pharmaceutical company based in Baltimore , Maryland , was guilty of illegal transport of nearly 120 tonnes of thiodyglycol ( a mustard gas precursor ) to Iran .


fn_spacy_tokens_for_baseline: Clause 8.1.1 is so worded to circumvent the problem by which any time given by a creditor to a debtor could have the effect of releasing the guarantor from its obligations .

source_bert_toks: clause 8 . 1 . 1 is so word ##ed to ci ##rc ##um ##vent the problem by which any time given by a credit ##or to a debt ##or could have the effect of releasing the gu ##aran ##tor from its obligations .

reference_raw: Clause 8.1.1 is drafted in such a way as to avoid the problem that any time given by the creditor to the debtor may have the effect of releasing the guarantor from his obligations.

reference_spacy_tokens: Clause 8.1.1 is drafted in such a way as to avoid the problem that any time given by the creditor to the debtor may have the effect of releasing the guarantor from his obligations .


fn_spacy_tokens_for_baseline: Odds changers , or jinglers , attempt to gain favorable odds by dumping large amounts of money on a particular horse , then canceling the bet at the last moment in order to make a second bet at better odds .

source_bert_toks: odds change ##rs , or jingle ##rs , attempt to gain favorable odds by dumping large amounts of money on a particular horse , then cancel ##ing the bet at the last moment in order to make a second bet at better odds .

reference_raw: Odds changers, or jinglers, try to get a good chance by dumping a large amount of money on a particular horse and then canceling the bet at the last minute to make a second bet at a better odds.

reference_spacy_tokens: Odds changers , or jinglers , try to get a good chance by dumping a large amount of money on a particular horse and then canceling the bet at the last minute to make a second bet at a better odds .


fn_spacy_tokens_for_baseline: If so , security experts believe that Libya is several years away from acquiring a militarily significant indigenous BW capability .

source_bert_toks: if so , security experts believe that libya is several years away from acquiring a mil ##ita ##rily significant indigenous b ##w capability .

reference_raw: If so, safety experts believe that Libya is a few years away from acquiring militaryly significant domestic BW capabilities.

reference_spacy_tokens: If so , safety experts believe that Libya is a few years away from acquiring militaryly significant domestic BW capabilities .


fn_spacy_tokens_for_baseline: This cross is then pushed upwards in the direction of the attacker 's fist , which becomes trapped in the ' V ' between the defender 's fists .

source_bert_toks: this cross is then pushed upwards in the direction of the attacker ' s fist , which becomes trapped in the ' v ' between the defender ' s fists .

reference_raw: The crucifix is then thrust upward in the direction of the assailant's fist, which is trapped in the 'V' between the defender's fists.

reference_spacy_tokens: The crucifix is then thrust upward in the direction of the assailant 's fist , which is trapped in the ' V ' between the defender 's fists .


fn_spacy_tokens_for_baseline: They were tired , then , these men sitting here in her chamber ; tired enough , like Bishop Jon , to fall asleep .

source_bert_toks: they were tired , then , these men sitting here in her chamber ; tired enough , like bishop jon , to fall asleep .

reference_raw: So they were tired, the men sitting in her room; they were tired enough, like Bishop Jon, to sleep.

reference_spacy_tokens: So they were tired , the men sitting in her room ; they were tired enough , like Bishop Jon , to sleep .


fn_spacy_tokens_for_baseline: The Roman Wall was built as much to keep people in , as to keep the wild tribes from the north out .

source_bert_toks: the roman wall was built as much to keep people in , as to keep the wild tribes from the north out .

reference_raw: The Roman Wall was constructed as much to keep the people inside as to keep the wild tribes from the north.

reference_spacy_tokens: The Roman Wall was constructed as much to keep the people inside as to keep the wild tribes from the north .


fn_spacy_tokens_for_baseline: A comparison of observed young cancer deaths in Copeland with expected deaths shows even greater elevation in the years 1974 to 1980 .

source_bert_toks: a comparison of observed young cancer deaths in copeland with expected deaths shows even greater elevation in the years 1974 to 1980 .

reference_raw: A comparison of the observed mortality of young cancers in Copeland with the expected mortality shows an even higher increase between 1974 and 1980.

reference_spacy_tokens: A comparison of the observed mortality of young cancers in Copeland with the expected mortality shows an even higher increase between 1974 and 1980 .


fn_spacy_tokens_for_baseline: The fast twitch fibres have a much higher contraction speed and are associated with dynamic bursts of energy .

source_bert_toks: the fast twitch fibre ##s have a much higher contraction speed and are associated with dynamic bursts of energy .

reference_raw: Fast twitch fibres have a much higher contraction rate and are associated with dynamistic bursts of energy.

reference_spacy_tokens: Fast twitch fibres have a much higher contraction rate and are associated with dynamistic bursts of energy .


fn_spacy_tokens_for_baseline: The Seoul 100 metres silver medallist , who had won the 200 metres unpressed in 21.30 sec on Saturday , had more formidable opposition in the 60 metres from Michael Rosswess .

source_bert_toks: the seoul 100 metres silver medallist , who had won the 200 metres un ##pressed in 21 . 30 sec on saturday , had more formidable opposition in the 60 metres from michael ross ##wes ##s .

reference_raw: Seoul's 100-meter silver medallist, who won the 200-meter unpressed at 21.30 seconds on Saturday, had a more formidable resistance within 60 meters of Michael Rosswess.

reference_spacy_tokens: Seoul 's 100-meter silver medallist , who won the 200-meter unpressed at 21.30 seconds on Saturday , had a more formidable resistance within 60 meters of Michael Rosswess .


fn_spacy_tokens_for_baseline: She remembered the years of forethought and carefulness ( methods described by Lal , always her sage experienced friend ) , and she thought of them without regret .

source_bert_toks: she remembered the years of fore ##th ##ough ##t and careful ##ness ( methods described by lal , always her sage experienced friend ) , and she thought of them without regret .

reference_raw: She remembered years of forethought and caution (the methods Lal described, always her wise, experienced friend) and thought of them without regret.

reference_spacy_tokens: She remembered years of forethought and caution ( the methods Lal described , always her wise , experienced friend ) and thought of them without regret .


fn_spacy_tokens_for_baseline: The misunderstanding provided a convenient excuse for his momentary confusion .

source_bert_toks: the misunderstanding provided a convenient excuse for his momentary confusion .

reference_raw: The misunderstanding gave him a good excuse for a moment's confusion.

reference_spacy_tokens: The misunderstanding gave him a good excuse for a moment 's confusion .


fn_spacy_tokens_for_baseline: Fastback Plus Unix product marketing manager Neil Norton figures they 'll start moving 1,000 units a month direct to some large customers and through their channels .

source_bert_toks: fast ##back plus unix product marketing manager neil norton figures they ' ll start moving 1 , 000 units a month direct to some large customers and through their channels .

reference_raw: Fastback Plus Unix Product Marketing Manager Neil Norton calculates that they will start moving 1,000 units a month directly to certain large customers and via their channels.

reference_spacy_tokens: Fastback Plus Unix Product Marketing Manager Neil Norton calculates that they will start moving 1,000 units a month directly to certain large customers and via their channels .


fn_spacy_tokens_for_baseline: He was committed to a private asylum in Leicester , where he remained until his death in 1799 .

source_bert_toks: he was committed to a private asylum in leicester , where he remained until his death in 1799 .

reference_raw: He went to a private asylum in Leicester, where he stayed until he died in 1799.

reference_spacy_tokens: He went to a private asylum in Leicester , where he stayed until he died in 1799 .


fn_spacy_tokens_for_baseline: We know very well what the correct explanation is .

source_bert_toks: we know very well what the correct explanation is .

reference_raw: We know exactly what the proper explanation is.

reference_spacy_tokens: We know exactly what the proper explanation is .


fn_spacy_tokens_for_baseline: There are so many fine examples in the county that selecting typical instances is invidious .

source_bert_toks: there are so many fine examples in the county that selecting typical instances is in ##vid ##ious .

reference_raw: There are so many good examples in this country that the selection of typical cases is invincible.

reference_spacy_tokens: There are so many good examples in this country that the selection of typical cases is invincible .


fn_spacy_tokens_for_baseline: She renounced the role of tragic widow with an austerity that irritated her would - be saviours .

source_bert_toks: she reno ##unced the role of tragic widow with an aus ##ter ##ity that irritated her would - be sa ##vio ##urs .

reference_raw: She gave up the role of a tragic widow with an austerity that annoyed her would-be rescuers.

reference_spacy_tokens: She gave up the role of a tragic widow with an austerity that annoyed her would - be rescuers .


fn_spacy_tokens_for_baseline: John Campbell , food analyst at County NatWest WoodMac , suggests that sucralose 's contribution will reach £ 14 million by the mid-1990s and perhaps double that figure by 1998 .

source_bert_toks: john campbell , food analyst at county nat ##west wood ##mac , suggests that su ##cr ##alo ##se ' s contribution will reach £1 ##4 million by the mid - 1990s and perhaps double that figure by 1998 .

reference_raw: John Campbell, an analysis of food in the county of Natwest WoodMac, suggests that the sucralose contribution will reach £14 million by the mid-1990s and may have doubled it by 1998.

reference_spacy_tokens: John Campbell , an analysis of food in the county of Natwest WoodMac , suggests that the sucralose contribution will reach £ 14 million by the mid-1990s and may have doubled it by 1998 .


fn_spacy_tokens_for_baseline: Peking 's response to other calls for ' democracy ' this summer raised enough doubts .

source_bert_toks: peking ' s response to other calls for ' democracy ' this summer raised enough doubts .

reference_raw: Beijing's response to other calls for "democracy" this summer raised a lot of concerns.

reference_spacy_tokens: Beijing 's response to other calls for " democracy " this summer raised a lot of concerns .


fn_spacy_tokens_for_baseline: His soothing voice reduced her screams to a quieter moaning , and she huddled on the floor against the bed in a pathetic foetal position .

source_bert_toks: his soothing voice reduced her screams to a quieter moaning , and she huddled on the floor against the bed in a pathetic foe ##tal position .

reference_raw: His calming voice reduced her screams to a softer groan, and she crouched on the floor against the bed in a pitiful fetal position.

reference_spacy_tokens: His calming voice reduced her screams to a softer groan , and she crouched on the floor against the bed in a pitiful fetal position .


fn_spacy_tokens_for_baseline: This goes back a generation , to when Maltese marriage customs were very strictly observed .

source_bert_toks: this goes back a generation , to when maltese marriage customs were very strictly observed .

reference_raw: This goes back to a generation when Maltese marriage habits were very strictly followed.

reference_spacy_tokens: This goes back to a generation when Maltese marriage habits were very strictly followed .


fn_spacy_tokens_for_baseline: ' I kept quiet about you hobnobbing with Sniffy in the greenwood , did n't I ? '

source_bert_toks: ' i kept quiet about you ho ##bn ##ob ##bing with sniff ##y in the greenwood , didn ' t i ? '

reference_raw: 'I didn't say anything about you hooking up with Sniffy in the woods, did I?'

reference_spacy_tokens: ' I did n't say anything about you hooking up with Sniffy in the woods , did I ? '


fn_spacy_tokens_for_baseline: When astronauts voyage to distant planets and look for life , they can expect to find creatures too strange and unearthly for us to imagine .

source_bert_toks: when astronauts voyage to distant planets and look for life , they can expect to find creatures too strange and une ##arth ##ly for us to imagine .

reference_raw: When astronauts travel to distant planets looking for life, they can expect to find beings too strange and alien for us to imagine.

reference_spacy_tokens: When astronauts travel to distant planets looking for life , they can expect to find beings too strange and alien for us to imagine .


fn_spacy_tokens_for_baseline: We urge the Government to reduce from 60 to 10 years the life of minerals permissions through new legislation , as proposed in the consultation paper .

source_bert_toks: we urge the government to reduce from 60 to 10 years the life of minerals permission ##s through new legislation , as proposed in the consultation paper .

reference_raw: As proposed in the consultation document, we call on the government to limit the duration of mineral rights from 60 to 10 years by means of new legislation.

reference_spacy_tokens: As proposed in the consultation document , we call on the government to limit the duration of mineral rights from 60 to 10 years by means of new legislation .


fn_spacy_tokens_for_baseline: I jab the pistol hard in his ribs and say , ' Do n't try nothing .

source_bert_toks: i ja ##b the pistol hard in his ribs and say , ' don ' t try nothing .

reference_raw: I stabbed the gun hard in his ribs and said, "Don't try anything.

reference_spacy_tokens: I stabbed the gun hard in his ribs and said , " Do n't try anything .


fn_spacy_tokens_for_baseline: Despite all , he was able to grin , his white teeth gleaming through the shaggy beard .

source_bert_toks: despite all , he was able to grin , his white teeth gleaming through the shaggy beard .

reference_raw: In spite of everything, he managed to smile, his white teeth glistening through his shaggy beard.

reference_spacy_tokens: In spite of everything , he managed to smile , his white teeth glistening through his shaggy beard .


fn_spacy_tokens_for_baseline: Ninety - five marbles , including the famous ' Ares Ludovisi ' , a beautiful study of a young seated warrior in repose , were bought that year from the noble Boncompagni Ludovisi family after their villa was destroyed to make way for Roman suburbia .

source_bert_toks: ninety - five marble ##s , including the famous ' ares lu ##do ##vis ##i ' , a beautiful study of a young seated warrior in rep ##ose , were bought that year from the noble bon ##com ##pa ##gni lu ##do ##vis ##i family after their villa was destroyed to make way for roman suburb ##ia .

reference_raw: That year, ninety-five marbles, including the famous 'Ares Ludovisi', a beautiful study of a young seated warrior in reposition, were purchased by the noble Boncompagni Ludovisi family after the destruction of their mansion to make way for the suburbs of Rome.

reference_spacy_tokens: That year , ninety - five marbles , including the famous ' Ares Ludovisi ' , a beautiful study of a young seated warrior in reposition , were purchased by the noble Boncompagni Ludovisi family after the destruction of their mansion to make way for the suburbs of Rome .


fn_spacy_tokens_for_baseline: As you can see from the first diagram , the body of even the toughest fighter is covered with ' soft spots ' ( or vulnerable areas ) which can easily be seen and reached .

source_bert_toks: as you can see from the first diagram , the body of even the tough ##est fighter is covered with ' soft spots ' ( or vulnerable areas ) which can easily be seen and reached .

reference_raw: As you can see from the first diagram, even the toughest fighter's flesh is covered with "soft spots" (or vulnerable areas) that can easily be seen and reached.

reference_spacy_tokens: As you can see from the first diagram , even the toughest fighter 's flesh is covered with " soft spots " ( or vulnerable areas ) that can easily be seen and reached .


fn_spacy_tokens_for_baseline: The British government took decisive steps to disrupt any threat from Sweden .

source_bert_toks: the british government took decisive steps to disrupt any threat from sweden .

reference_raw: The British government has taken determined action to disrupt any threat from Sweden.

reference_spacy_tokens: The British government has taken determined action to disrupt any threat from Sweden .


fn_spacy_tokens_for_baseline: Although belated , the gesture will win Mr Kaifu kudos in Washington , and guarantee a warm welcome for him at the London summit of rich countries ' leaders in July .

source_bert_toks: although bela ##ted , the gesture will win mr kai ##fu ku ##dos in washington , and guarantee a warm welcome for him at the london summit of rich countries ' leaders in july .

reference_raw: The gesture, however late, will win Mr. Kaifu Kudos in Washington and give him a warm welcome to the London summit of wealthy country leaders in July.

reference_spacy_tokens: The gesture , however late , will win Mr. Kaifu Kudos in Washington and give him a warm welcome to the London summit of wealthy country leaders in July .


fn_spacy_tokens_for_baseline: She was indeed inexperienced in teaching RE having been unhappy with what she had hitherto been expected to present .

source_bert_toks: she was indeed inexperienced in teaching re having been unhappy with what she had hit ##her ##to been expected to present .

reference_raw: Indeed, she had no experience in teaching RE, since she was not satisfied with what she had been expected to present so far.

reference_spacy_tokens: Indeed , she had no experience in teaching RE , since she was not satisfied with what she had been expected to present so far .


fn_spacy_tokens_for_baseline: Light - framed spectacles perched on a narrow nose and her unplucked eyebrows gave her a severity that Delgard knew was not in her nature .

source_bert_toks: light - framed spectacle ##s perched on a narrow nose and her un ##pl ##uck ##ed eyebrows gave her a severity that del ##gard knew was not in her nature .

reference_raw: Light-framed glasses perched on her narrow nose, and her unplucked eyebrows gave her the severity Delgard knew was not in her nature.

reference_spacy_tokens: Light - framed glasses perched on her narrow nose , and her unplucked eyebrows gave her the severity Delgard knew was not in her nature .


fn_spacy_tokens_for_baseline: A solicitor 's ability to give impartial and disinterested advice is a fundamental element of his or her relationship with you , the client .

source_bert_toks: a solicitor ' s ability to give imp ##art ##ial and di ##sin ##ter ##ested advice is a fundamental element of his or her relationship with you , the client .

reference_raw: The ability of a lawyer to provide unbiased and uninterested advice is an essential element of his relationship with you, the client.

reference_spacy_tokens: The ability of a lawyer to provide unbiased and uninterested advice is an essential element of his relationship with you , the client .


fn_spacy_tokens_for_baseline: In documentation provided to US and UK authorities in 2003 , Libya revealed a " significant quantity " of mustard agent produced more than 10 years ago at a facility near Rabta , located in the Sahara Desert about 120 km southwest of Tripoli , along with chemical munitions and equipment needed to establish a second CW production facility .

source_bert_toks: in documentation provided to us and uk authorities in 2003 , libya revealed a " significant quantity " of mustard agent produced more than 10 years ago at a facility near ra ##bt ##a , located in the sahara desert about 120 km southwest of tripoli , along with chemical munitions and equipment needed to establish a second cw production facility .

reference_raw: In the documentation provided to the authorities of the United States and the United Kingdom in 2003, Libya identified a "significant quantity" of mustard agent produced more than 10 years ago in a facility near Rabta, located in the Sahara Desert, approximately 120 km southwest of Tripoli, together with the chemical ammunition and equipment necessary for the construction of a second CW production facility.

reference_spacy_tokens: In the documentation provided to the authorities of the United States and the United Kingdom in 2003 , Libya identified a " significant quantity " of mustard agent produced more than 10 years ago in a facility near Rabta , located in the Sahara Desert , approximately 120 km southwest of Tripoli , together with the chemical ammunition and equipment necessary for the construction of a second CW production facility .


fn_spacy_tokens_for_baseline: WOLVES fancy Blackpool forward David Eyres and they could also get a call from Chelsea , who may fancy Mike Stowell to end their search for a goalkeeper .

source_bert_toks: wolves fancy blackpool forward david eyre ##s and they could also get a call from chelsea , who may fancy mike st ##owe ##ll to end their search for a goalkeeper .

reference_raw: WOLVES luxurious Blackpool forward David Eyres, and Chelsea might have called them, who might have liked Mike Stowell to end his search for the goalkeeper.

reference_spacy_tokens: WOLVES luxurious Blackpool forward David Eyres , and Chelsea might have called them , who might have liked Mike Stowell to end his search for the goalkeeper .


fn_spacy_tokens_for_baseline: Its supporters may be nervous about attending its rallies , and the movement itself is divided .

source_bert_toks: its supporters may be nervous about attending its rallies , and the movement itself is divided .

reference_raw: His followers may be nervous about going to his congregations, and the movement itself is divided.

reference_spacy_tokens: His followers may be nervous about going to his congregations , and the movement itself is divided .


fn_spacy_tokens_for_baseline: Civilian casualties seem to have amounted to some 400 ( the exact figures are unknown ) , while the soldiers lost 26 dead with some 200 wounded .

source_bert_toks: civilian casualties seem to have amounted to some 400 ( the exact figures are unknown ) , while the soldiers lost 26 dead with some 200 wounded .

reference_raw: The number of civilian casualties seems to be about 400 (the exact figures are unknown), while the soldiers lost 26 dead with about 200 wounded.

reference_spacy_tokens: The number of civilian casualties seems to be about 400 ( the exact figures are unknown ) , while the soldiers lost 26 dead with about 200 wounded .


fn_spacy_tokens_for_baseline: After nearly a decade of war and a troop buildup that seems to have produced results , the president should abide by his commitment , even if it means overriding his military advisors .

source_bert_toks: after nearly a decade of war and a troop build ##up that seems to have produced results , the president should ab ##ide by his commitment , even if it means over ##riding his military advisors .

reference_raw: After almost a decade of war and a military build-up that seems to have produced results, the President should respect his commitment, even if it means overpowering his military advisers.

reference_spacy_tokens: After almost a decade of war and a military build - up that seems to have produced results , the President should respect his commitment , even if it means overpowering his military advisers .


fn_spacy_tokens_for_baseline: Although daily attacks are up , debate continues over whether the armed insurgency is growing .

source_bert_toks: although daily attacks are up , debate continues over whether the armed insurgency is growing .

reference_raw: Even though the day-to-day attacks are on the rise, debate continues as to whether the armed uprising is increasing.

reference_spacy_tokens: Even though the day - to - day attacks are on the rise , debate continues as to whether the armed uprising is increasing .


fn_spacy_tokens_for_baseline: Before establishing the final protocol , various tissue fixation methods were compared to investigate their influence on staining intensity for both the PCNA and the BrdU protocol .

source_bert_toks: before establishing the final protocol , various tissue fix ##ation methods were compared to investigate their influence on stain ##ing intensity for both the pc ##na and the br ##du protocol .

reference_raw: Prior to the establishment of the final protocol, different tissue fixation methods were compared to examine their impact on the staining intensity of both the PCNA and the BDU protocol.

reference_spacy_tokens: Prior to the establishment of the final protocol , different tissue fixation methods were compared to examine their impact on the staining intensity of both the PCNA and the BDU protocol .


fn_spacy_tokens_for_baseline: Each vied with others in the number of his retainers , the magnificence of his robes and accoutrements .

source_bert_toks: each vie ##d with others in the number of his retain ##ers , the mag ##ni ##fi ##cence of his robes and acc ##out ##rem ##ents .

reference_raw: Each of them watched with the others in the number of their servants, the greatness of their robes and accessories.

reference_spacy_tokens: Each of them watched with the others in the number of their servants , the greatness of their robes and accessories .


fn_spacy_tokens_for_baseline: A group of East German workers still in their blue overalls in West Berlin 's equivalent of Oxford Street , the Wilmersdorferstrasse , bought doughnuts and Western newspapers ' to prove we 've been here ' .

source_bert_toks: a group of east german workers still in their blue overall ##s in west berlin ' s equivalent of oxford street , the wil ##mers ##dorf ##ers ##tra ##sse , bought dough ##nut ##s and western newspapers ' to prove we ' ve been here ' .

reference_raw: A group of East German workers, still wearing blue uniforms in the equivalent of Oxford Street in West Berlin, the Wilmersdorferstrasse, bought doughnuts and Western newspapers to prove that we were here.

reference_spacy_tokens: A group of East German workers , still wearing blue uniforms in the equivalent of Oxford Street in West Berlin , the Wilmersdorferstrasse , bought doughnuts and Western newspapers to prove that we were here .


fn_spacy_tokens_for_baseline: 4- The married Mujahed and his family qualify for round trip tickets to their country of origin after two years , and one month vacation .

source_bert_toks: 4 - the married mu ##jah ##ed and his family qualify for round trip tickets to their country of origin after two years , and one month vacation .

reference_raw: 4- After two years and a month's holiday, the married Mujahed and his relatives are entitled to a round trip to their country of origin.

reference_spacy_tokens: 4- After two years and a month 's holiday , the married Mujahed and his relatives are entitled to a round trip to their country of origin .


fn_spacy_tokens_for_baseline: The nuclear agency had hoped to monitor the larger centrifuge cascade with cameras , but Iranian officials were " not allowing the IAEA to install the cameras inside the cascade halls in Natanz and are causing further delays in the inspectors ' activity , " a diplomat who closely monitors the agency said yesterday .

source_bert_toks: the nuclear agency had hoped to monitor the larger cent ##ri ##fu ##ge cascade with cameras , but iranian officials were " not allowing the ia ##ea to install the cameras inside the cascade halls in nat ##an ##z and are causing further delays in the inspectors ' activity , " a diplomat who closely monitors the agency said yesterday .

reference_raw: The nuclear agency had hoped to monitor the larger centrifuge cascade with cameras, but Iranian officials had "not allowed the IAEA to install cameras in the Natanz cascade halls, causing additional delays in the activities of the inspectors," a diplomat who had been closely monitoring the agency had said yesterday.

reference_spacy_tokens: The nuclear agency had hoped to monitor the larger centrifuge cascade with cameras , but Iranian officials had " not allowed the IAEA to install cameras in the Natanz cascade halls , causing additional delays in the activities of the inspectors , " a diplomat who had been closely monitoring the agency had said yesterday .


fn_spacy_tokens_for_baseline: As she was brushing her teeth , the phone in the hall began to ring -- and was answered almost immediately , she guessed , by Jake .

source_bert_toks: as she was brushing her teeth , the phone in the hall began to ring - - and was answered almost immediately , she guessed , by jake .

reference_raw: As she rubbed her teeth, the phone in the hall began to ring - and Jake answered almost immediately, she guessed.

reference_spacy_tokens: As she rubbed her teeth , the phone in the hall began to ring - and Jake answered almost immediately , she guessed .


fn_spacy_tokens_for_baseline: Here in California , this sow is doing her part for erosion in the West Coast watershed .

source_bert_toks: here in california , this so ##w is doing her part for erosion in the west coast watershed .

reference_raw: Here in California, this sow does its part for erosion in the West Coast.

reference_spacy_tokens: Here in California , this sow does its part for erosion in the West Coast .


fn_spacy_tokens_for_baseline: The city was dropping into its restless slumber .

source_bert_toks: the city was dropping into its restless sl ##umber .

reference_raw: The city was falling into a restless sleep.

reference_spacy_tokens: The city was falling into a restless sleep .


fn_spacy_tokens_for_baseline: " More than 300 people participated Wednesday in a mock drill to deal with the aftermath of an anthrax attack .

source_bert_toks: " more than 300 people participated wednesday in a mock drill to deal with the aftermath of an ant ##hra ##x attack .

reference_raw: "Over 300 people attended a mock exercise on Wednesday to deal with the consequences of an anthrax assault."

reference_spacy_tokens: " Over 300 people attended a mock exercise on Wednesday to deal with the consequences of an anthrax assault . "


fn_spacy_tokens_for_baseline: She was a sociable person with a remarkable gift for friendship and an immediate understanding of others , especially the young .

source_bert_toks: she was a soc ##iable person with a remarkable gift for friendship and an immediate understanding of others , especially the young .

reference_raw: She was a social person with a remarkable gift for friendship and an instant understanding of others, especially young ones.

reference_spacy_tokens: She was a social person with a remarkable gift for friendship and an instant understanding of others , especially young ones .


fn_spacy_tokens_for_baseline: In 1917 Mawson was commissioned to replan Salonika , following extensive fire damage .

source_bert_toks: in 1917 ma ##ws ##on was commissioned to rep ##lan salon ##ika , following extensive fire damage .

reference_raw: After extensive fire damage, Mawson was ordered to replan Salonika in 1917.

reference_spacy_tokens: After extensive fire damage , Mawson was ordered to replan Salonika in 1917 .


fn_spacy_tokens_for_baseline: Laidlaw had always been the unit 's fitness fanatic , pushing himself to the limit to keep his lean , muscular body in shape .

source_bert_toks: laid ##law had always been the unit ' s fitness fan ##atic , pushing himself to the limit to keep his lean , muscular body in shape .

reference_raw: Laidlaw had always been a unit's fitness fanatic, pushing himself to the limit to keep his slender, muscular body in shape.

reference_spacy_tokens: Laidlaw had always been a unit 's fitness fanatic , pushing himself to the limit to keep his slender , muscular body in shape .


fn_spacy_tokens_for_baseline: For example , you can choose a Black Orc Big Boss only if your army includes at least one Mob of Black Orcs .

source_bert_toks: for example , you can choose a black or ##c big boss only if your army includes at least one mob of black or ##cs .

reference_raw: For example, you can only select a Black Orc Big Boss if your army includes at least one Black Orc Mafia.

reference_spacy_tokens: For example , you can only select a Black Orc Big Boss if your army includes at least one Black Orc Mafia .


fn_spacy_tokens_for_baseline: DNA contains huge stretches of ' junk ' information that have to be edited out .

source_bert_toks: dna contains huge stretches of ' junk ' information that have to be edited out .

reference_raw: D.N.A. contains huge chunks of 'junk' information that need to be edited.

reference_spacy_tokens: D.N.A. contains huge chunks of ' junk ' information that need to be edited .


fn_spacy_tokens_for_baseline: At first Tony looked less happy than before , and said he had become somewhat despondent about his lack of progress in finding employment .

source_bert_toks: at first tony looked less happy than before , and said he had become somewhat des ##pon ##dent about his lack of progress in finding employment .

reference_raw: At first Tony seemed less happy than before, and said he was a little unhappy with his lack of progress in finding a job.

reference_spacy_tokens: At first Tony seemed less happy than before , and said he was a little unhappy with his lack of progress in finding a job .


fn_spacy_tokens_for_baseline: As fighting raged outside Surt , rebels in Bin Jawwad complained about the local tribesmen , accusing them of betraying them during the government counterattack early this month .

source_bert_toks: as fighting raged outside sur ##t , rebels in bin jaw ##wad complained about the local tribes ##men , accusing them of betray ##ing them during the government counterattack early this month .

reference_raw: While the battle was raging outside Surt, the rebels in Bin Jawwad complained about the local natives and accused them of betraying them during the government's counter-attack earlier this month.

reference_spacy_tokens: While the battle was raging outside Surt , the rebels in Bin Jawwad complained about the local natives and accused them of betraying them during the government 's counter - attack earlier this month .


fn_spacy_tokens_for_baseline: Mildred gave one last , long look into Maud 's eyes , but she could see that there was no hope of Maud recognizing a half - mad frog as her best friend .

source_bert_toks: mildred gave one last , long look into maud ' s eyes , but she could see that there was no hope of maud recognizing a half - mad frog as her best friend .

reference_raw: Mildred stared into Maud's eyes for a last, long time, but she saw there was no hope that Maud would recognize the half-mad frog as her best friend.

reference_spacy_tokens: Mildred stared into Maud 's eyes for a last , long time , but she saw there was no hope that Maud would recognize the half - mad frog as her best friend .


fn_spacy_tokens_for_baseline: She reached for her jacket , knotted the gay red scarf at her throat and tapped at Luke 's door , then went in .

source_bert_toks: she reached for her jacket , knotted the gay red scarf at her throat and tapped at luke ' s door , then went in .

reference_raw: Reaching for her jacket, she knotted a gay red shawl around her neck, knocked on Luke's door, and went inside.

reference_spacy_tokens: Reaching for her jacket , she knotted a gay red shawl around her neck , knocked on Luke 's door , and went inside .


fn_spacy_tokens_for_baseline: B : ' We have to shop for food every other day .

source_bert_toks: b : ' we have to shop for food every other day .

reference_raw: B: 'We have to buy food every other day.

reference_spacy_tokens: B : ' We have to buy food every other day .


fn_spacy_tokens_for_baseline: A recent drama festival in Bihar , Central India , showed how it could be used to raise awareness about the region 's marginalised communities .

source_bert_toks: a recent drama festival in bihar , central india , showed how it could be used to raise awareness about the region ' s marginal ##ised communities .

reference_raw: The recent drama celebration in Bihar, Central India, has shown how it can be used to raise awareness of marginalised communities in the region.

reference_spacy_tokens: The recent drama celebration in Bihar , Central India , has shown how it can be used to raise awareness of marginalised communities in the region .


fn_spacy_tokens_for_baseline: But , however confident you are after being wooed and won by an overseas recruiter , you may feel isolated and vulnerable once you have signed a contract and find that you are on your own .

source_bert_toks: but , however confident you are after being woo ##ed and won by an overseas recruit ##er , you may feel isolated and vulnerable once you have signed a contract and find that you are on your own .

reference_raw: But no matter how confident you are after being courted and won by a foreign recruiter, you may feel isolated and vulnerable once you sign a contract and find yourself alone.

reference_spacy_tokens: But no matter how confident you are after being courted and won by a foreign recruiter , you may feel isolated and vulnerable once you sign a contract and find yourself alone .


fn_spacy_tokens_for_baseline: Did n't live to see his daughter 's marriage break - up .

source_bert_toks: didn ' t live to see his daughter ' s marriage break - up .

reference_raw: I didn't live to see his daughter's marriage break up.

reference_spacy_tokens: I did n't live to see his daughter 's marriage break up .


fn_spacy_tokens_for_baseline: Owen was about to move away when one of his men appeared above the parapet and waved to him urgently .

source_bert_toks: owen was about to move away when one of his men appeared above the parapet and waved to him urgently .

reference_raw: Owen was about to leave when one of his men appeared over the parapet and gestured urgently.

reference_spacy_tokens: Owen was about to leave when one of his men appeared over the parapet and gestured urgently .


fn_spacy_tokens_for_baseline: I found him a most agreeable man and we seemed to get along well from the start .

source_bert_toks: i found him a most agree ##able man and we seemed to get along well from the start .

reference_raw: I thought he was a very nice man, and from the beginning, we seemed to get along well.

reference_spacy_tokens: I thought he was a very nice man , and from the beginning , we seemed to get along well .


fn_spacy_tokens_for_baseline: We not only get to explore a cool new technology ; we get to collaborate with the composer .

source_bert_toks: we not only get to explore a cool new technology ; we get to collaborate with the composer .

reference_raw: Not only can we explore great new technologies, we can work with the composer.

reference_spacy_tokens: Not only can we explore great new technologies , we can work with the composer .


fn_spacy_tokens_for_baseline: Confident in our own superiority over the rest of the animal kingdom , it has rarely occurred to us to question how other creatures perceive the world .

source_bert_toks: confident in our own superiority over the rest of the animal kingdom , it has rarely occurred to us to question how other creatures perceive the world .

reference_raw: Confident of our superiority over the rest of the animal kingdom, we rarely wondered how other beings felt about the world.

reference_spacy_tokens: Confident of our superiority over the rest of the animal kingdom , we rarely wondered how other beings felt about the world .


fn_spacy_tokens_for_baseline: Prior to the council , Lawyer was given a paper proclaiming him h ead chief of the Nez Perce .

source_bert_toks: prior to the council , lawyer was given a paper pro ##claiming him h ea ##d chief of the ne ##z per ##ce .

reference_raw: Before the council, the lawyer received a document stating that he was the head of the Nez Perce.

reference_spacy_tokens: Before the council , the lawyer received a document stating that he was the head of the Nez Perce .


fn_spacy_tokens_for_baseline: They were exasperated and mystified .

source_bert_toks: they were exasperated and my ##sti ##fied .

reference_raw: They were angry and mysterious.

reference_spacy_tokens: They were angry and mysterious .


fn_spacy_tokens_for_baseline: ' Because Hatton gets scared or fed - up and threatens to rat on him .

source_bert_toks: ' because hat ##ton gets scared or fed - up and threatens to rat on him .

reference_raw: Because Hatton gets scared or fed up and threatens to snitch on him.

reference_spacy_tokens: Because Hatton gets scared or fed up and threatens to snitch on him .


fn_spacy_tokens_for_baseline: Most of the other horses are relaxed in spite of the fracas -- their ears show whether they 're attending to the fight or to the cameraman .

source_bert_toks: most of the other horses are relaxed in spite of the fra ##cas - - their ears show whether they ' re attending to the fight or to the camera ##man .

reference_raw: Most of the other horses are loose despite the fracas - their ears show if they're involved in a fight or a cameraman.

reference_spacy_tokens: Most of the other horses are loose despite the fracas - their ears show if they 're involved in a fight or a cameraman .


fn_spacy_tokens_for_baseline: In the evening Her Royal Highness attended a Banquet at the Guildhall given by the Worshipful Company of Framework Knitters to celebrate the 400th Anniversary of the invention of the Knitting Frame by William Lee .

source_bert_toks: in the evening her royal highness attended a banquet at the guild ##hall given by the worship ##ful company of framework knit ##ters to celebrate the 400 ##th anniversary of the invention of the knitting frame by william lee .

reference_raw: That evening, Her Royal Highness attended a feast at the Guildhall, given by the Worshipful Society of Framework Knitters, to celebrate the 400th anniversary of William Lee's invention of the Knitting Frame.

reference_spacy_tokens: That evening , Her Royal Highness attended a feast at the Guildhall , given by the Worshipful Society of Framework Knitters , to celebrate the 400th anniversary of William Lee 's invention of the Knitting Frame .


fn_spacy_tokens_for_baseline: The weekly staff meeting is where the message that marketing is a priority is hammered home .

source_bert_toks: the weekly staff meeting is where the message that marketing is a priority is hammered home .

reference_raw: This week's staff meeting is where the message that marketing is a priority is hammered home.

reference_spacy_tokens: This week 's staff meeting is where the message that marketing is a priority is hammered home .


fn_spacy_tokens_for_baseline: Land speculators and locals alike were anxious to own a part of the newest railroad boomtown , and within an afternoon , more than 80 percent of the lots were sold .

source_bert_toks: land spec ##ulator ##s and locals alike were anxious to own a part of the newest railroad boom ##town , and within an afternoon , more than 80 percent of the lots were sold .

reference_raw: Soil speculators and locals were eager to own part of the newest railway boomtown, and more than eighty percent of the lots were sold by mid-afternoon.

reference_spacy_tokens: Soil speculators and locals were eager to own part of the newest railway boomtown , and more than eighty percent of the lots were sold by mid - afternoon .


fn_spacy_tokens_for_baseline: The individual artisans ' shops are no longer here , but you can visit a silk - weaving factory , a ceramics plant , and the Foshan Folk Art Studio , where you can observe workers making Chinese lanterns , carving sculptures , painting scrolls , and cutting intricate designs in paper .

source_bert_toks: the individual artisans ' shops are no longer here , but you can visit a silk - weaving factory , a ceramics plant , and the f ##osh ##an folk art studio , where you can observe workers making chinese lanterns , carving sculptures , painting scrolls , and cutting intricate designs in paper .

reference_raw: The various craftsmen's stores are no longer here, but you can visit the silk-weaving factory, the ceramic factory, and the Foshan Folk Art Studio, where you can see the workers who make Chinese lanterns, carve statues, paint scrolls, and cut intricate designs on paper.

reference_spacy_tokens: The various craftsmen 's stores are no longer here , but you can visit the silk - weaving factory , the ceramic factory , and the Foshan Folk Art Studio , where you can see the workers who make Chinese lanterns , carve statues , paint scrolls , and cut intricate designs on paper .


fn_spacy_tokens_for_baseline: Even as she spoke she was taking a fleecy rose - coloured towel out of the linen press , turning on the water , unscrewing a flask of bath essence which perfumed the rising steam .

source_bert_toks: even as she spoke she was taking a flee ##cy rose - coloured towel out of the linen press , turning on the water , un ##sc ##rew ##ing a fl ##ask of bath essence which perfume ##d the rising steam .

reference_raw: Even as she spoke, she took a fleecy pink towel from the linen press, turned on the water, and opened a bottle of bath essence that perfumed the rising steam.

reference_spacy_tokens: Even as she spoke , she took a fleecy pink towel from the linen press , turned on the water , and opened a bottle of bath essence that perfumed the rising steam .


fn_spacy_tokens_for_baseline: She felt the anguished tears of motherhood blur her vision and blinked them away .

source_bert_toks: she felt the anguish ##ed tears of mother ##hood blur her vision and blinked them away .

reference_raw: She felt the tormented tears of motherhood blur her vision and blinked them away.

reference_spacy_tokens: She felt the tormented tears of motherhood blur her vision and blinked them away .


fn_spacy_tokens_for_baseline: This was only five years after the war , and Spain 's dictator , Francisco Franco , who had been an ally of Hitler and Mussolini , was still in power .

source_bert_toks: this was only five years after the war , and spain ' s dictator , francisco franco , who had been an ally of hitler and mussolini , was still in power .

reference_raw: It was only five years after the war, and the Spanish warlord, Francisco Franco, who was Hitler and Mussolini's ally, was still in power.

reference_spacy_tokens: It was only five years after the war , and the Spanish warlord , Francisco Franco , who was Hitler and Mussolini 's ally , was still in power .


fn_spacy_tokens_for_baseline: It 's an ideal way for the visitor to reach outlying sights and villages .

source_bert_toks: it ' s an ideal way for the visitor to reach outlying sights and villages .

reference_raw: It's an ideal way for visitors to reach distant sights and settlements.

reference_spacy_tokens: It 's an ideal way for visitors to reach distant sights and settlements .


fn_spacy_tokens_for_baseline: And yet you slew a simple Fly ,

source_bert_toks: and yet you sl ##ew a simple fly ,

reference_raw: And yet you killed a simple fly,

reference_spacy_tokens: And yet you killed a simple fly ,


fn_spacy_tokens_for_baseline: IT would be difficult to exaggerate the economic disaster that befell Western Samoa when the South Sea Islands were struck by Cyclone Val .

source_bert_toks: it would be difficult to ex ##agger ##ate the economic disaster that be ##fell western samoa when the south sea islands were struck by cyclone val .

reference_raw: IT would be difficult to overestimate the economic disaster that struck Western Samoa when Cyclone Val hit the South Sea Islands.

reference_spacy_tokens: IT would be difficult to overestimate the economic disaster that struck Western Samoa when Cyclone Val hit the South Sea Islands .


fn_spacy_tokens_for_baseline: It 's a flimsy structure , built up on supports , and it was really rocking around .

source_bert_toks: it ' s a fl ##im ##sy structure , built up on supports , and it was really rocking around .

reference_raw: It's a fragile building built on support, and it's really rocking.

reference_spacy_tokens: It 's a fragile building built on support , and it 's really rocking .


fn_spacy_tokens_for_baseline: The huge price tag attached to the iron certainly promises a great deal .

source_bert_toks: the huge price tag attached to the iron certainly promises a great deal .

reference_raw: I'm sure the huge price tag attached to the iron makes a great deal out of it.

reference_spacy_tokens: I 'm sure the huge price tag attached to the iron makes a great deal out of it .


fn_spacy_tokens_for_baseline: But it was a very exclusive part of town and there were always eccentric ladies puttering around at night .

source_bert_toks: but it was a very exclusive part of town and there were always eccentric ladies put ##tering around at night .

reference_raw: But it was a very exclusive part of the city, and there were always eccentric ladies who would hang out at night.

reference_spacy_tokens: But it was a very exclusive part of the city , and there were always eccentric ladies who would hang out at night .


fn_spacy_tokens_for_baseline: The bungalow was small , set back from the road which was becoming busier by the month as the nuclear plant developed on the west coast and bigger and bigger lorries went to it .

source_bert_toks: the bungalow was small , set back from the road which was becoming bus ##ier by the month as the nuclear plant developed on the west coast and bigger and bigger lo ##rries went to it .

reference_raw: The bungalow was small, backed away from a road that grew busier every month as the nuclear power station evolved on the West Coast, and larger and larger trucks followed it.

reference_spacy_tokens: The bungalow was small , backed away from a road that grew busier every month as the nuclear power station evolved on the West Coast , and larger and larger trucks followed it .


fn_spacy_tokens_for_baseline: A thick hedge shielded her from the field which swept down towards the foot of the embankment .

source_bert_toks: a thick hedge shielded her from the field which swept down towards the foot of the embankment .

reference_raw: A thick hedge shielded her from the field that swept down to the bottom of the bank.

reference_spacy_tokens: A thick hedge shielded her from the field that swept down to the bottom of the bank .


fn_spacy_tokens_for_baseline: ' If I had to choose one person , I 'd pick Tamar , ' she bitched right back at me .

source_bert_toks: ' if i had to choose one person , i ' d pick tam ##ar , ' she bitch ##ed right back at me .

reference_raw: 'If I had to pick one person, I'd choose Tamar,' she said.

reference_spacy_tokens: ' If I had to pick one person , I 'd choose Tamar , ' she said .


fn_spacy_tokens_for_baseline: She says that it 's the bringing together of like minds .

source_bert_toks: she says that it ' s the bringing together of like minds .

reference_raw: He says it's a combination of similar minds.

reference_spacy_tokens: He says it 's a combination of similar minds .


fn_spacy_tokens_for_baseline: This echoed the ambivalence of the original 1920 Lenin and Roy theses on the colonial question in general , formulated as an interim measure in what Lenin saw as an inconclusive debate at the Second Congress .

source_bert_toks: this echoed the am ##bi ##vale ##nce of the original 1920 lenin and roy these ##s on the colonial question in general , formulated as an interim measure in what lenin saw as an inc ##on ##clusive debate at the second congress .

reference_raw: This echoed the ambivalence of the original 1920 Lenin and Roy Theses on the colonial issue in general, expressed as a temporary measure in what Lenin viewed as an inconclusive debate in the Second Congress.

reference_spacy_tokens: This echoed the ambivalence of the original 1920 Lenin and Roy Theses on the colonial issue in general , expressed as a temporary measure in what Lenin viewed as an inconclusive debate in the Second Congress .


fn_spacy_tokens_for_baseline: The current policy establishes a good framework to develop a product , but the policy still lacks specific criteria required to move a program forward and does not tie knowledge to decisions for increasing investments in the program as it moves from system integration to system demonstration .

source_bert_toks: the current policy establishes a good framework to develop a product , but the policy still lacks specific criteria required to move a program forward and does not tie knowledge to decisions for increasing investments in the program as it moves from system integration to system demonstration .

reference_raw: The current policy provides a good framework for product development, but the policy still lacks the specific criteria needed to move the programme forward and does not link knowledge to decisions to increase investment in the programme as it moves from system integration to system demonstration.

reference_spacy_tokens: The current policy provides a good framework for product development , but the policy still lacks the specific criteria needed to move the programme forward and does not link knowledge to decisions to increase investment in the programme as it moves from system integration to system demonstration .


fn_spacy_tokens_for_baseline: A pizza dough mixer , which rotates in the opposite direction to the mixing tools , is said to eliminate cleaning problems and prevent the dough riding up the side of the bowl .

source_bert_toks: a pizza dough mixer , which rotate ##s in the opposite direction to the mixing tools , is said to eliminate cleaning problems and prevent the dough riding up the side of the bowl .

reference_raw: The pizza dough mixer, which rotates in the opposite direction from the mixer, is said to avoid cleaning problems and prevent the dough from riding on the side of the bowl.

reference_spacy_tokens: The pizza dough mixer , which rotates in the opposite direction from the mixer , is said to avoid cleaning problems and prevent the dough from riding on the side of the bowl .


fn_spacy_tokens_for_baseline: While I did not attend the trial -- I was lucky to be able to read your highly amusing and informative dispatches , several of which made me spit up my lunch laughing -- it certainly seemed as if the image of Bill Gates took a beating and the insular culture of Microsoft did not look so good .

source_bert_toks: while i did not attend the trial - - i was lucky to be able to read your highly amusing and inform ##ative dispatch ##es , several of which made me spit up my lunch laughing - - it certainly seemed as if the image of bill gates took a beating and the ins ##ular culture of microsoft did not look so good .

reference_raw: Although I didn't attend the trial-I was fortunate enough to read your highly amusing and informative dispatches, a few which made me spit out my lunch laugh-it certainly seemed to me that Bill Gates had been beaten and Microsoft's insular culture didn't look so good.

reference_spacy_tokens: Although I did n't attend the trial - I was fortunate enough to read your highly amusing and informative dispatches , a few which made me spit out my lunch laugh - it certainly seemed to me that Bill Gates had been beaten and Microsoft 's insular culture did n't look so good .


fn_spacy_tokens_for_baseline: He found its heavy odour suffocating .

source_bert_toks: he found its heavy o ##dou ##r su ##ff ##ocating .

reference_raw: He found the heavy smell smothering.

reference_spacy_tokens: He found the heavy smell smothering .


fn_spacy_tokens_for_baseline: Have men with oxen drag the barrels up the mountain to a lake with a narrow outlet .

source_bert_toks: have men with ox ##en drag the barrels up the mountain to a lake with a narrow outlet .

reference_raw: Have the men with the oxen pull the barrels up the mountain to a lake with a narrow outlet.

reference_spacy_tokens: Have the men with the oxen pull the barrels up the mountain to a lake with a narrow outlet .


fn_spacy_tokens_for_baseline: Yet , as I shall try to show , Nicolson 's account is far too discreet , and obscures some of the most important features of the crisis .

source_bert_toks: yet , as i shall try to show , nico ##lson ' s account is far too discreet , and obscure ##s some of the most important features of the crisis .

reference_raw: But as I shall try to show, Nicolson's account is too discrete and obscures some of the most important features of the crisis.

reference_spacy_tokens: But as I shall try to show , Nicolson 's account is too discrete and obscures some of the most important features of the crisis .


fn_spacy_tokens_for_baseline: ' Time for a shower ? ' he asked , wiping his brow with the back of one sweaty hand .

source_bert_toks: ' time for a shower ? ' he asked , wiping his brow with the back of one sweaty hand .

reference_raw: "Is it time to take a shower?" he asked, wiping his forehead with the back of his sweating hand.

reference_spacy_tokens: " Is it time to take a shower ? " he asked , wiping his forehead with the back of his sweating hand .


fn_spacy_tokens_for_baseline: The system was introduced in order to counter the lack of motivation and the crippling sense of failure among school students engendered by the fiercely competitive and academic Baccalaurt examinations .

source_bert_toks: the system was introduced in order to counter the lack of motivation and the cr ##ip ##pling sense of failure among school students eng ##end ##ered by the fiercely competitive and academic ba ##cca ##lau ##rt examinations .

reference_raw: The system has been put in place to combat a lack of motivation and a crippling sense of failure for school pupils, engendered by a fiercely competitive and academic Baccalaurt exam.

reference_spacy_tokens: The system has been put in place to combat a lack of motivation and a crippling sense of failure for school pupils , engendered by a fiercely competitive and academic Baccalaurt exam .


fn_spacy_tokens_for_baseline: After Ayatollah Khomeini came to power in 1979 he canceled Iran 's nuclear development program , but it was subsequently resumed .

source_bert_toks: after a ##yat ##oll ##ah k ##hom ##ein ##i came to power in 1979 he canceled iran ' s nuclear development program , but it was subsequently resumed .

reference_raw: When Ayatollah Khomeini came to power in 1979, he cancelled Iran's nuclear development program, which was subsequently renewed.

reference_spacy_tokens: When Ayatollah Khomeini came to power in 1979 , he cancelled Iran 's nuclear development program , which was subsequently renewed .


fn_spacy_tokens_for_baseline: Levitt simply asserts the opposite -- that low - cost operations are the stamp of corporate cultures pervaded by the ethos of quality .

source_bert_toks: levi ##tt simply asserts the opposite - - that low - cost operations are the stamp of corporate cultures per ##va ##ded by the et ##hos of quality .

reference_raw: Levitt simply argues the opposite - that cheap operations are the stamp of corporate cultures pervaded by quality ethos.

reference_spacy_tokens: Levitt simply argues the opposite - that cheap operations are the stamp of corporate cultures pervaded by quality ethos .


fn_spacy_tokens_for_baseline: The political life of the nation finally came out of its suspended animation .

source_bert_toks: the political life of the nation finally came out of its suspended animation .

reference_raw: The national's political life had finally come out of its suspended animation.

reference_spacy_tokens: The national 's political life had finally come out of its suspended animation .


fn_spacy_tokens_for_baseline: Shallow - draught cabin cruisers were moored upstream of the bridge .

source_bert_toks: shallow - draught cabin cruisers were moore ##d upstream of the bridge .

reference_raw: The shallow cabin cruisers were anchored upstream of the bridge.

reference_spacy_tokens: The shallow cabin cruisers were anchored upstream of the bridge .


fn_spacy_tokens_for_baseline: Instead , he is expected to surrender one - third of the Championship and opt for some easy money .

source_bert_toks: instead , he is expected to surrender one - third of the championship and opt for some easy money .

reference_raw: Instead, he's supposed to give up a third of the championships and decide to make some easy money.

reference_spacy_tokens: Instead , he 's supposed to give up a third of the championships and decide to make some easy money .


fn_spacy_tokens_for_baseline: ' Constable David Owen said : ' The crowd remained silent after Downey shouted but when the tribute ended they began punching him round the neck , back and body and began pushing him towards us . ' '

source_bert_toks: ' constable david owen said : ' the crowd remained silent after down ##ey shouted but when the tribute ended they began punching him round the neck , back and body and began pushing him towards us . ' '

reference_raw: Constable David Owen said, "When Downey called out, the crowd was silent, but when the homage was over, they started hitting him around the neck, back and body, and started pushing him toward us."

reference_spacy_tokens: Constable David Owen said , " When Downey called out , the crowd was silent , but when the homage was over , they started hitting him around the neck , back and body , and started pushing him toward us . "


fn_spacy_tokens_for_baseline: For a moment , he reminded Melissa of Lou in his haste to defend a loved one , but she had seen how his knuckles whitened on hearing the story and guessed what he must be thinking .

source_bert_toks: for a moment , he reminded melissa of lou in his haste to defend a loved one , but she had seen how his knuckles white ##ned on hearing the story and guessed what he must be thinking .

reference_raw: He remembered Melissa for a moment in her haste to defend her beloved, but she saw his knuckles whiten as he heard the story, and guessed what she was thinking.

reference_spacy_tokens: He remembered Melissa for a moment in her haste to defend her beloved , but she saw his knuckles whiten as he heard the story , and guessed what she was thinking .


fn_spacy_tokens_for_baseline: But we Britons , independent as usual , continued to repel Roman conquest , despising foreign laws and preferring to remain ' unciviliz'd ' .

source_bert_toks: but we brit ##ons , independent as usual , continued to rep ##el roman conquest , des ##pis ##ing foreign laws and preferring to remain ' un ##ci ##vili ##z ' d ' .

reference_raw: But we British, independent as ever, continued to repulse Roman conquest, despised foreign law, and preferred to remain 'unciviliz'.

reference_spacy_tokens: But we British , independent as ever , continued to repulse Roman conquest , despised foreign law , and preferred to remain ' unciviliz ' .


fn_spacy_tokens_for_baseline: Yes she made my clothes .

source_bert_toks: yes she made my clothes .

reference_raw: Yes, she's done my dress.

reference_spacy_tokens: Yes , she 's done my dress .


fn_spacy_tokens_for_baseline: Nothing could be further from the truth than Kate Millett 's accusation that Freud believed that women 's destiny was a simple outcome of their biology .

source_bert_toks: nothing could be further from the truth than kate mill ##ett ' s accusation that freud believed that women ' s destiny was a simple outcome of their biology .

reference_raw: There was nothing more to the truth than the fact that Kate Millett had accused Freud of believing that women's fate was simply the result of their biology.

reference_spacy_tokens: There was nothing more to the truth than the fact that Kate Millett had accused Freud of believing that women 's fate was simply the result of their biology .


fn_spacy_tokens_for_baseline: Your own son needs to be encouraged to behave in a mature way , while your stepson has to be reassured that he belongs in the new family .

source_bert_toks: your own son needs to be encouraged to behave in a mature way , while your steps ##on has to be reassured that he belongs in the new family .

reference_raw: Your own son must be encouraged to act maturely, while your son must be assured that he belongs in a new family.

reference_spacy_tokens: Your own son must be encouraged to act maturely , while your son must be assured that he belongs in a new family .


fn_spacy_tokens_for_baseline: His horse had been slaughtered and a shotgun had been fired through his window at dead of night .

source_bert_toks: his horse had been slaughtered and a shotgun had been fired through his window at dead of night .

reference_raw: His horse was killed and the shotgun was shot through the window in the middle of the night.

reference_spacy_tokens: His horse was killed and the shotgun was shot through the window in the middle of the night .


fn_spacy_tokens_for_baseline: Hong Kong University 's campus is spread along Bonham Road .

source_bert_toks: hong kong university ' s campus is spread along bon ##ham road .

reference_raw: The campus of Hong Kong University is located on Bonham Road.

reference_spacy_tokens: The campus of Hong Kong University is located on Bonham Road .


fn_spacy_tokens_for_baseline: Despite British membership of the European Communities , there is an important sense in which Britain and certainly the British still look westward across the Atlantic rather than eastward over the English channel .

source_bert_toks: despite british membership of the european communities , there is an important sense in which britain and certainly the british still look westward across the atlantic rather than eastward over the english channel .

reference_raw: Despite British membership in the European Community, there is an important sense that Britain and certainly the British continue to look west across the Atlantic rather than east across the English canal.

reference_spacy_tokens: Despite British membership in the European Community , there is an important sense that Britain and certainly the British continue to look west across the Atlantic rather than east across the English canal .