fn_spacy_tokens_for_baseline: Another prescription called for the hand to be drained of blood and dried in a pot containing salt and saltpetre , to dry and mummify it .

source_bert_toks: another prescription called for the hand to be drained of blood and dried in a pot containing salt and salt ##pet ##re , to dry and mum ##mi ##fy it .

reference_raw: Another recipe required that the hand be drained of blood and dried in a pot containing salt and saltpetre, so that it could be dried and mummed.

reference_spacy_tokens: Another recipe required that the hand be drained of blood and dried in a pot containing salt and saltpetre , so that it could be dried and mummed .


fn_spacy_tokens_for_baseline: Radio stations have promised live transmission from the tiny graveyard at midnight , and local police have been mobilised to keep order among sightseers .

source_bert_toks: radio stations have promised live transmission from the tiny graveyard at midnight , and local police have been mob ##ilised to keep order among sights ##eers .

reference_raw: The radio stations said live transmissions from a small cemetery at midnight, and the local police were mobilized to maintain order among the sightseeers.

reference_spacy_tokens: The radio stations said live transmissions from a small cemetery at midnight , and the local police were mobilized to maintain order among the sightseeers .


fn_spacy_tokens_for_baseline: The speaker of the Iranian parliament publicly stated in 1988 that " ... we should fully equip ourselves in defensive and offensive use of chemical , bacteriological , and radiological weapons . "

source_bert_toks: the speaker of the iranian parliament publicly stated in 1988 that " . . . we should fully e ##qui ##p ourselves in defensive and offensive use of chemical , ba ##cter ##iol ##ogical , and radio ##logical weapons . "

reference_raw: In 1988, a spokesman from the Iranian Parliament publicly said, "...we should fully equip ourselves with defensive and offensive applications of chemical, bacteriological and radiological weapons."

reference_spacy_tokens: In 1988 , a spokesman from the Iranian Parliament publicly said , " ... we should fully equip ourselves with defensive and offensive applications of chemical , bacteriological and radiological weapons . "


fn_spacy_tokens_for_baseline: When I realized it was over , I went and stood out in front of the house , waiting and praying for Merrill to come home , shivering as if it were 20 below zero until he got there .

source_bert_toks: when i realized it was over , i went and stood out in front of the house , waiting and praying for merrill to come home , shivering as if it were 20 below zero until he got there .

reference_raw: When I realized it was done, I went and stood outside the house, waiting and praying for Merrill to come home, shivering like it was twenty-five before he got there.

reference_spacy_tokens: When I realized it was done , I went and stood outside the house , waiting and praying for Merrill to come home , shivering like it was twenty - five before he got there .


fn_spacy_tokens_for_baseline: Cross the stream which has been on the left for some time by a wooden bridge .

source_bert_toks: cross the stream which has been on the left for some time by a wooden bridge .

reference_raw: Cross the river that's been on the left for a while by the wooden bridge.

reference_spacy_tokens: Cross the river that 's been on the left for a while by the wooden bridge .


fn_spacy_tokens_for_baseline: The report dated 27th June , 1857 , was forwarded by Buckler to Hall , who said he did not receive it until the following Monday evening , 29th June .

source_bert_toks: the report dated 27th june , 1857 , was forward ##ed by buckle ##r to hall , who said he did not receive it until the following monday evening , 29th june .

reference_raw: Buckler sent the report of June 27, 1857 to Hall, which stated that it had not been received until the following Monday night, June 29.

reference_spacy_tokens: Buckler sent the report of June 27 , 1857 to Hall , which stated that it had not been received until the following Monday night , June 29 .


fn_spacy_tokens_for_baseline: It leaves hair in fabulous condition , with no perm odour and you can even wash your hair the same day , without affecting curl formation .

source_bert_toks: it leaves hair in fabulous condition , with no per ##m o ##dou ##r and you can even wash your hair the same day , without affecting curl formation .

reference_raw: It leaves the hair in a wonderful state without a permeable smell, and you can even wash your hair on the same day without affecting the formation of the curls.

reference_spacy_tokens: It leaves the hair in a wonderful state without a permeable smell , and you can even wash your hair on the same day without affecting the formation of the curls .


fn_spacy_tokens_for_baseline: The suit was pinned and tucked all over , for he was bony now .

source_bert_toks: the suit was pinned and tucked all over , for he was bony now .

reference_raw: The suit had been pinned and stuffed all over it, for it was now boney.

reference_spacy_tokens: The suit had been pinned and stuffed all over it , for it was now boney .


fn_spacy_tokens_for_baseline: There were no windows and only a trickle of light came in through the door behind him .

source_bert_toks: there were no windows and only a trickle of light came in through the door behind him .

reference_raw: There were no windows, and there was only a stream of light in the door behind him.

reference_spacy_tokens: There were no windows , and there was only a stream of light in the door behind him .


fn_spacy_tokens_for_baseline: At ten o'clock one morning one of my cats leapt on my face .

source_bert_toks: at ten o ' clock one morning one of my cats leapt on my face .

reference_raw: One morning at ten o'clock, one of my cats jumped on my face.

reference_spacy_tokens: One morning at ten o'clock , one of my cats jumped on my face .


fn_spacy_tokens_for_baseline: But Lisa 's high society wedding to Marco last August , attended by Michael and Shakira Caine , Keith Floyd and Albert Roux , thrust her from being a successful model into full membership of Diana 's prized circle .

source_bert_toks: but lisa ' s high society wedding to marco last august , attended by michael and sha ##kir ##a caine , keith floyd and albert ro ##ux , thrust her from being a successful model into full membership of diana ' s prized circle .

reference_raw: But Lisa's high society wedding to Marco last August, attended by Michael and Shakira Caine, Keith Floyd and Albert Roux, pushed her out of a successful model and into full membership of Diana's prize ring.

reference_spacy_tokens: But Lisa 's high society wedding to Marco last August , attended by Michael and Shakira Caine , Keith Floyd and Albert Roux , pushed her out of a successful model and into full membership of Diana 's prize ring .


fn_spacy_tokens_for_baseline: Fuel : butane or butane / propane gas in any compatibility screwtop resealable cartridges .

source_bert_toks: fuel : but ##ane or but ##ane / prop ##ane gas in any compatibility screw ##top res ##eal ##able cartridges .

reference_raw: Fuel: butane or butane/propane gas in any compatible screwtop resealable casing.

reference_spacy_tokens: Fuel : butane or butane / propane gas in any compatible screwtop resealable casing .


fn_spacy_tokens_for_baseline: ' In all secular matters I am a feminist , ' says the bishop , who is widowed and remarried , with three daughters by his first wife .

source_bert_toks: ' in all secular matters i am a feminist , ' says the bishop , who is widowed and remarried , with three daughters by his first wife .

reference_raw: "I'm a feminist in all secular matters," says the bishop, who's divorced and married again, with three daughters from his first wife.

reference_spacy_tokens: " I 'm a feminist in all secular matters , " says the bishop , who 's divorced and married again , with three daughters from his first wife .


fn_spacy_tokens_for_baseline: ' He had been living in a caravan at the back of the house . '

source_bert_toks: ' he had been living in a caravan at the back of the house . '

reference_raw: "He lived in a trailer behind the house."

reference_spacy_tokens: " He lived in a trailer behind the house . "


fn_spacy_tokens_for_baseline: Also in the Corinthian Order , it has an almost intact peristyle of 20 columns but the entablature has been replaced by a modern roof .

source_bert_toks: also in the co ##rin ##thi ##an order , it has an almost intact per ##ist ##yle of 20 columns but the en ##ta ##bla ##ture has been replaced by a modern roof .

reference_raw: It also has a nearly untouched peristyle of 20 columns in the Corinthian Ordinance, but it has been replaced by a modern roof.

reference_spacy_tokens: It also has a nearly untouched peristyle of 20 columns in the Corinthian Ordinance , but it has been replaced by a modern roof .


fn_spacy_tokens_for_baseline: More twittering as small parties of swallows skimmed over the buck thorn , twisting and weaving , blue - black streaks with fine tail streamers .

source_bert_toks: more twitter ##ing as small parties of swallows skimmed over the buck thorn , twisting and weaving , blue - black streaks with fine tail stream ##ers .

reference_raw: More squirming as small groups of swallows glided across the buckthorn, twisting and weaving, blue-black stripes with fine tail streamers.

reference_spacy_tokens: More squirming as small groups of swallows glided across the buckthorn , twisting and weaving , blue - black stripes with fine tail streamers .


fn_spacy_tokens_for_baseline: Supper was excellent , and I spent the night in the smallest bedroom I had ever seen .

source_bert_toks: supper was excellent , and i spent the night in the smallest bedroom i had ever seen .

reference_raw: Dinner was delicious, and I spent the night in the smallest room I'd ever seen.

reference_spacy_tokens: Dinner was delicious , and I spent the night in the smallest room I 'd ever seen .


fn_spacy_tokens_for_baseline: These beliefs so dominate our educational establishment , our media , our politicians , and even our parents that it seems almost blasphemous to challenge them .

source_bert_toks: these beliefs so dominate our educational establishment , our media , our politicians , and even our parents that it seems almost b ##las ##ph ##em ##ous to challenge them .

reference_raw: These beliefs so dominate our education, our media, our politicians, and even our parents, that it seems almost blasphemous to challenge them.

reference_spacy_tokens: These beliefs so dominate our education , our media , our politicians , and even our parents , that it seems almost blasphemous to challenge them .


fn_spacy_tokens_for_baseline: But he was sniffily dismayed at their delight in consumerism and sheep - like attitude to the reactionary rubbish in the papers .

source_bert_toks: but he was sniff ##ily dismay ##ed at their delight in consumer ##ism and sheep - like attitude to the reaction ##ary rubbish in the papers .

reference_raw: But he was snortingly dismayed at their pleasure in consumerism and sheepish attitudes toward the reactionary rubbish in the newspapers.

reference_spacy_tokens: But he was snortingly dismayed at their pleasure in consumerism and sheepish attitudes toward the reactionary rubbish in the newspapers .


fn_spacy_tokens_for_baseline: In the great majority of developing countries , such urban elites spearheaded the fight against the colonizing power .

source_bert_toks: in the great majority of developing countries , such urban elites spearheaded the fight against the colon ##izing power .

reference_raw: In the vast majority of developing countries, these urban elites led the battle against colonizing power.

reference_spacy_tokens: In the vast majority of developing countries , these urban elites led the battle against colonizing power .


fn_spacy_tokens_for_baseline: The girl 's voice was very distant .

source_bert_toks: the girl ' s voice was very distant .

reference_raw: The girl's voice was far away.

reference_spacy_tokens: The girl 's voice was far away .


fn_spacy_tokens_for_baseline: Gathering speed all the time , I rushed outside and hailed a taxi .

source_bert_toks: gathering speed all the time , i rushed outside and hailed a taxi .

reference_raw: I kept gathering speed, and I ran out and called a cab.

reference_spacy_tokens: I kept gathering speed , and I ran out and called a cab .


fn_spacy_tokens_for_baseline: Eldorado just reflects the people who make the programmes , that 's what I hate about it .

source_bert_toks: el ##dora ##do just reflects the people who make the programmes , that ' s what i hate about it .

reference_raw: Eldorado is just a reflection of the people who make the programs, which is why I don't like it.

reference_spacy_tokens: Eldorado is just a reflection of the people who make the programs , which is why I do n't like it .


fn_spacy_tokens_for_baseline: Mark Michael Kearney , formerly of Sycamore Road , Great Cornard , was appearing at Chelmsford Crown Court charged with robbery and two counts of attempted murder .

source_bert_toks: mark michael ke ##arney , formerly of sy ##cam ##ore road , great corn ##ard , was appearing at che ##lm ##sford crown court charged with robbery and two counts of attempted murder .

reference_raw: Mark Michael Kearney, formerly from Sycamore Road, Great Cornard, appeared at the Chelmsford Crown Court on charges of theft and two counts of attempted homicide.

reference_spacy_tokens: Mark Michael Kearney , formerly from Sycamore Road , Great Cornard , appeared at the Chelmsford Crown Court on charges of theft and two counts of attempted homicide .


fn_spacy_tokens_for_baseline: Thames 's prowess in driving a hard bargain on the scheme , Britain 's second - biggest infrastructure project after the Channel Tunnel , has placed severe financial pressure on suppliers .

source_bert_toks: thames ' s prowess in driving a hard bargain on the scheme , britain ' s second - biggest infrastructure project after the channel tunnel , has placed severe financial pressure on suppliers .

reference_raw: Thames's ability to drive a hard bargain over the project, the second-largest UK infrastructure project after the Channel Tunnel, puts severe financial pressure on suppliers.

reference_spacy_tokens: Thames 's ability to drive a hard bargain over the project , the second - largest UK infrastructure project after the Channel Tunnel , puts severe financial pressure on suppliers .


fn_spacy_tokens_for_baseline: Meerkats , also called Suricates , live in colonies in burrows on the dry sandy velds of southern Africa .

source_bert_toks: me ##er ##kat ##s , also called sur ##icate ##s , live in colonies in burrows on the dry sandy ve ##ld ##s of southern africa .

reference_raw: The Meerkats, also known as the Suricates, live in colonies in burrows on the dry sandy peaks of South Africa.

reference_spacy_tokens: The Meerkats , also known as the Suricates , live in colonies in burrows on the dry sandy peaks of South Africa .


fn_spacy_tokens_for_baseline: His head was raised towards the sky and the loose folds of skin beneath his chin stretched , like a condemned man offering his neck to the executioner 's blade .

source_bert_toks: his head was raised towards the sky and the loose folds of skin beneath his chin stretched , like a condemned man offering his neck to the execution ##er ' s blade .

reference_raw: He lifted his head to the sky, and the loose folds of leather beneath his chin stretched like a condemned man offering his neck to the executioner's sword.

reference_spacy_tokens: He lifted his head to the sky , and the loose folds of leather beneath his chin stretched like a condemned man offering his neck to the executioner 's sword .


fn_spacy_tokens_for_baseline: Police charged Lashley after he 'd confessed to fellow inmates in prison while he was serving 18 years for rape .

source_bert_toks: police charged lash ##ley after he ' d confessed to fellow inmates in prison while he was serving 18 years for rape .

reference_raw: The police accused Lashley of admitting to his fellow prisoners in prison while serving 18 years for rape.

reference_spacy_tokens: The police accused Lashley of admitting to his fellow prisoners in prison while serving 18 years for rape .


fn_spacy_tokens_for_baseline: In January - February 1997 , China supplied Iran with 40,000 barrels of calcium hypochlorite , a chemical - biological - radiological decontamination agent .

source_bert_toks: in january - february 1997 , china supplied iran with 40 , 000 barrels of calcium h ##yp ##och ##lor ##ite , a chemical - biological - radio ##logical deco ##nta ##mina ##tion agent .

reference_raw: In January-February 1997, China supplied Iran with 40,000 casks of calcium hypochlorite, a chemical-biological-radiological decontamination agent.

reference_spacy_tokens: In January - February 1997 , China supplied Iran with 40,000 casks of calcium hypochlorite , a chemical - biological - radiological decontamination agent .


fn_spacy_tokens_for_baseline: It is intensely personal , but again one can detect in it mechanisms used to control the feeling and turn it from a mere discharge of personal feeling into a genuine expression of emotion .

source_bert_toks: it is intensely personal , but again one can detect in it mechanisms used to control the feeling and turn it from a mere discharge of personal feeling into a genuine expression of emotion .

reference_raw: It is intensely personal, but once again it is possible to detect the mechanisms used to control that feeling and to turn it from a simple release of personal feelings into a genuine manifestation of emotion.

reference_spacy_tokens: It is intensely personal , but once again it is possible to detect the mechanisms used to control that feeling and to turn it from a simple release of personal feelings into a genuine manifestation of emotion .


fn_spacy_tokens_for_baseline: After I 'd kissed her goodbye I felt pretty happy because not only had I at last had an extremely enjoyable sexual experience , but I 'd also been able to give enjoyment .

source_bert_toks: after i ' d kissed her goodbye i felt pretty happy because not only had i at last had an extremely enjoyable sexual experience , but i ' d also been able to give enjoyment .

reference_raw: When I kissed her good-bye, I felt quite happy because not only had I finally had a very pleasant sexual experience, but I was also able to enjoy it.

reference_spacy_tokens: When I kissed her good - bye , I felt quite happy because not only had I finally had a very pleasant sexual experience , but I was also able to enjoy it .


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

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

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

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


fn_spacy_tokens_for_baseline: He made the usual inquiries about her health and escaped into the kitchen to make the coffee .

source_bert_toks: he made the usual inquiries about her health and escaped into the kitchen to make the coffee .

reference_raw: He asked the usual questions about her health and ran into the kitchen for a cup of coffee.

reference_spacy_tokens: He asked the usual questions about her health and ran into the kitchen for a cup of coffee .


fn_spacy_tokens_for_baseline: By 1782 he was paying for 16 boys and 7 girls aged 4 to 11 to attend the local school , and contributing money to build the local workhouse .

source_bert_toks: by 1782 he was paying for 16 boys and 7 girls aged 4 to 11 to attend the local school , and contributing money to build the local work ##house .

reference_raw: In 1782, he paid 16 boys and seven girls between the ages of four and eleven to attend a local school and paid for the construction of a local workhouse.

reference_spacy_tokens: In 1782 , he paid 16 boys and seven girls between the ages of four and eleven to attend a local school and paid for the construction of a local workhouse .


fn_spacy_tokens_for_baseline: Orphan Drug designation is awarded to compounds that offer potential therapeutic value in the treatment of rare diseases , defined as those affecting fewer than 200,000 Americans .

source_bert_toks: orphan drug designation is awarded to compounds that offer potential therapeutic value in the treatment of rare diseases , defined as those affecting fewer than 200 , 000 americans .

reference_raw: The designation of orphan drugs is given to compounds that offer a potential therapeutic value for the treatment of rare diseases, defined as those that have an impact on less than 200,000 Americans.

reference_spacy_tokens: The designation of orphan drugs is given to compounds that offer a potential therapeutic value for the treatment of rare diseases , defined as those that have an impact on less than 200,000 Americans .


fn_spacy_tokens_for_baseline: THE scene outside a Moscow hotel : a man in a suit unfurls an umbrella , turns it upside down and attaches it to a box the size of a fruit crate .

source_bert_toks: the scene outside a moscow hotel : a man in a suit un ##fur ##ls an umbrella , turns it upside down and attache ##s it to a box the size of a fruit crate .

reference_raw: A scene in front of a Moscow hotel: a man in a suit unrolls an umbrella, turns it upside down, and attaches it to a box the size of a fruit box.

reference_spacy_tokens: A scene in front of a Moscow hotel : a man in a suit unrolls an umbrella , turns it upside down , and attaches it to a box the size of a fruit box .


fn_spacy_tokens_for_baseline: I once helped a lady to believe in the Devil by playing devil 's advocate .

source_bert_toks: i once helped a lady to believe in the devil by playing devil ' s advocate .

reference_raw: I once helped a lady trust the devil by playing the devil's advocate.

reference_spacy_tokens: I once helped a lady trust the devil by playing the devil 's advocate .


fn_spacy_tokens_for_baseline: A woman who officials believe was being prepared to carry out a suicide attack was killed in that blast .

source_bert_toks: a woman who officials believe was being prepared to carry out a suicide attack was killed in that blast .

reference_raw: The explosion killed a woman who was believed to be preparing for a suicidal attack.

reference_spacy_tokens: The explosion killed a woman who was believed to be preparing for a suicidal attack .


fn_spacy_tokens_for_baseline: Zeno had smiled and prattled cocktail - party talk .

source_bert_toks: zen ##o had smiled and pratt ##led cocktail - party talk .

reference_raw: Zeno smiled and talked about cocktail parties.

reference_spacy_tokens: Zeno smiled and talked about cocktail parties .


fn_spacy_tokens_for_baseline: As the army swung westwards by the forest below the Dwarf Hold of Everpeak it was joined by Forest Goblin tribes riding giant spiders and whooping their savage war cries .

source_bert_toks: as the army swung westward ##s by the forest below the dwarf hold of ever ##pe ##ak it was joined by forest goblin tribes riding giant spiders and who ##oping their savage war cries .

reference_raw: As the army swerved westward through the forest beneath the Dwarf Hold of Everpeak, the tribes of the Forest Goblin joined them, riding giant spiders, whooping their wild war cries.

reference_spacy_tokens: As the army swerved westward through the forest beneath the Dwarf Hold of Everpeak , the tribes of the Forest Goblin joined them , riding giant spiders , whooping their wild war cries .


fn_spacy_tokens_for_baseline: The predator must become a repentant steward .

source_bert_toks: the predator must become a rep ##ent ##ant steward .

reference_raw: A predator must become a penitent steward.

reference_spacy_tokens: A predator must become a penitent steward .


fn_spacy_tokens_for_baseline: I pledge by God 's creed to become a Muslim soldier to support God 's religion , and may God 's word be the most supreme .

source_bert_toks: i pledge by god ' s creed to become a muslim soldier to support god ' s religion , and may god ' s word be the most supreme .

reference_raw: I swear by the faith of God that I will be a Muslim soldier to support the religion of God, and may the word of God be the highest.

reference_spacy_tokens: I swear by the faith of God that I will be a Muslim soldier to support the religion of God , and may the word of God be the highest .


fn_spacy_tokens_for_baseline: In addition , tonics from plants can be used preventively by healthy people , as our grandparents may attest .

source_bert_toks: in addition , tonic ##s from plants can be used prevent ##ively by healthy people , as our grandparents may at ##test .

reference_raw: Moreover, plant tonics can be used preventively by healthy people, as can be confirmed by our grandparents.

reference_spacy_tokens: Moreover , plant tonics can be used preventively by healthy people , as can be confirmed by our grandparents .


fn_spacy_tokens_for_baseline: I note that if a girl has a pink hammer , it 's unlikely the boys will borrow it , so bonus points .

source_bert_toks: i note that if a girl has a pink hammer , it ' s unlikely the boys will borrow it , so bonus points .

reference_raw: I've noticed that when a girl wears a pink hammer, it's unlikely that the boys will lend it, so bonus points.

reference_spacy_tokens: I 've noticed that when a girl wears a pink hammer , it 's unlikely that the boys will lend it , so bonus points .


fn_spacy_tokens_for_baseline: There will be a fancy - dress party here on Saturday evening .

source_bert_toks: there will be a fancy - dress party here on saturday evening .

reference_raw: We're having a fancy dress party on Saturday night.

reference_spacy_tokens: We 're having a fancy dress party on Saturday night .


fn_spacy_tokens_for_baseline: ' The Federal Reserve needs to be more attentive to the need to avoid tipping this economy into a recession , ' he warns .

source_bert_toks: ' the federal reserve needs to be more at ##ten ##tive to the need to avoid tipping this economy into a recession , ' he warns .

reference_raw: "The Federal Reserve must pay more attention to the need not to put this economy into recession," he warns.

reference_spacy_tokens: " The Federal Reserve must pay more attention to the need not to put this economy into recession , " he warns .


fn_spacy_tokens_for_baseline: His encouragement stimulated the young Nkrumah .

source_bert_toks: his encouragement stimulated the young nk ##rum ##ah .

reference_raw: The young Nkrumah was motivated by his encouragement.

reference_spacy_tokens: The young Nkrumah was motivated by his encouragement .


fn_spacy_tokens_for_baseline: I caught sight of myself in the peeling mirror : long thin legs , blue from the cold clashing with the bright pink mini - dress which began at my neck and finished at my knicker legs .

source_bert_toks: i caught sight of myself in the peeling mirror : long thin legs , blue from the cold clash ##ing with the bright pink mini - dress which began at my neck and finished at my kn ##ick ##er legs .

reference_raw: I saw myself in the peeling mirror: long, thin legs, blue from a cold clattering with a bright pink mini-dress that began at my neck and ended at my panties.

reference_spacy_tokens: I saw myself in the peeling mirror : long , thin legs , blue from a cold clattering with a bright pink mini - dress that began at my neck and ended at my panties .


fn_spacy_tokens_for_baseline: Islam tells women to cover their shame and their nakedness .

source_bert_toks: islam tells women to cover their shame and their naked ##ness .

reference_raw: Islam tells women to hide their shame and their nudity.

reference_spacy_tokens: Islam tells women to hide their shame and their nudity .


fn_spacy_tokens_for_baseline: He made a stately , somewhat forbidding exit , his displeasure plainly visible to all around , his mien daring unkind souls to snigger .

source_bert_toks: he made a state ##ly , somewhat forbid ##ding exit , his displeasure plainly visible to all around , his mi ##en daring un ##kind souls to s ##nig ##ger .

reference_raw: He made a majestic, somewhat forbidden exit, his displeasure plain to all around him, his mien daring unkind souls to sniggle.

reference_spacy_tokens: He made a majestic , somewhat forbidden exit , his displeasure plain to all around him , his mien daring unkind souls to sniggle .


fn_spacy_tokens_for_baseline: He always pitied people who had to ask for information .

source_bert_toks: he always pit ##ied people who had to ask for information .

reference_raw: He always felt sorry for people who had to ask for information.

reference_spacy_tokens: He always felt sorry for people who had to ask for information .


fn_spacy_tokens_for_baseline: Hashimoto , 59 , has tried to emphasize his foreign policy adeptness by breaking the ice --- even calling Kim , 69 , his " older brother " in politics .

source_bert_toks: hash ##imo ##to , 59 , has tried to emphasize his foreign policy adept ##ness by breaking the ice - - - even calling kim , 69 , his " older brother " in politics .

reference_raw: Hashimoto, 59 years old, tried to emphasize his foreign-policy skills by breaking the ice -- he even called Kim, 69, his "older brother" in politics.

reference_spacy_tokens: Hashimoto , 59 years old , tried to emphasize his foreign - policy skills by breaking the ice -- he even called Kim , 69 , his " older brother " in politics .


fn_spacy_tokens_for_baseline: McVeigh 's lawyer has disputed a report that his client made a jailhouse confession .

source_bert_toks: mc ##ve ##igh ' s lawyer has disputed a report that his client made a jail ##house confession .

reference_raw: McVeigh's attorney denied the report that his client confessed to the prison.

reference_spacy_tokens: McVeigh 's attorney denied the report that his client confessed to the prison .


fn_spacy_tokens_for_baseline: Only then did I notice , lying in the far corner , two sets of packed saddle bags full of clothes and small caskets of personal jewellery .

source_bert_toks: only then did i notice , lying in the far corner , two sets of packed saddle bags full of clothes and small casket ##s of personal jewellery .

reference_raw: It was only then that I noticed, lying in the far corner, two sets of packed saddlebags filled with clothes and small coffins of personal jewelry.

reference_spacy_tokens: It was only then that I noticed , lying in the far corner , two sets of packed saddlebags filled with clothes and small coffins of personal jewelry .


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

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

reference_raw: Growth went on for ten years, and by 1915 the city had telephones, round-the-clock electricity, and a growing population, many of whom worked in a railway repair shop.

reference_spacy_tokens: Growth went on for ten years , and by 1915 the city had telephones , round - the - clock electricity , and a growing population , many of whom worked in a railway repair shop .


fn_spacy_tokens_for_baseline: It was Peters who chided him about his frail physique , which led to his regular attendance at August 's Gymnasium , which was in the basement of Apley Hall .

source_bert_toks: it was peters who chi ##ded him about his frail ph ##ys ##ique , which led to his regular attendance at august ' s gymnasium , which was in the basement of ap ##ley hall .

reference_raw: It was Peters who scolded him for his frail body, which led to his regular presence at the August Gymnasium, which was in the cellar of Apley Hall.

reference_spacy_tokens: It was Peters who scolded him for his frail body , which led to his regular presence at the August Gymnasium , which was in the cellar of Apley Hall .


fn_spacy_tokens_for_baseline: Since structural information was only partially contained in the text captured by the keyboarding contractor , structural markup has been generated and inserted by the computer system in the first stage of processing .

source_bert_toks: since structural information was only partially contained in the text captured by the keyboard ##ing contractor , structural mark ##up has been generated and inserted by the computer system in the first stage of processing .

reference_raw: As the structural information was only partially contained in the text captured by the keyboard supplier, the structural markup was generated and incorporated by the computer system at the first stage of processing.

reference_spacy_tokens: As the structural information was only partially contained in the text captured by the keyboard supplier , the structural markup was generated and incorporated by the computer system at the first stage of processing .


fn_spacy_tokens_for_baseline: ' Well , how the Caliph of Egypt would punish in such a way anybody who transgressed his command .

source_bert_toks: ' well , how the caliph of egypt would punish in such a way anybody who trans ##gre ##ssed his command .

reference_raw: 'Well, how the Caliph of Egypt would penalize anyone who disobeyed his command.

reference_spacy_tokens: ' Well , how the Caliph of Egypt would penalize anyone who disobeyed his command .


fn_spacy_tokens_for_baseline: Keep your chequebook and your cheque card separate : If you make it easy for a thief to plunder your account by keeping your chequebook and card together , you could be held responsible for the whole amount .

source_bert_toks: keep your che ##que ##book and your che ##que card separate : if you make it easy for a thief to pl ##under your account by keeping your che ##que ##book and card together , you could be held responsible for the whole amount .

reference_raw: Keep your checkbook and your check card separate: if you make it easy for a burglar to plunder your account by keeping your checkbook and card together, you can be held accountable for the entire amount.

reference_spacy_tokens: Keep your checkbook and your check card separate : if you make it easy for a burglar to plunder your account by keeping your checkbook and card together , you can be held accountable for the entire amount .


fn_spacy_tokens_for_baseline: Lily , like a classical nymph on a vase , spread her flimsy night - gown and danced in the sunlight .

source_bert_toks: lily , like a classical ny ##mp ##h on a vase , spread her fl ##im ##sy night - gown and danced in the sunlight .

reference_raw: Like a classic nymph on a vase, Lily spread out her thin nightgown and danced in the sun.

reference_spacy_tokens: Like a classic nymph on a vase , Lily spread out her thin nightgown and danced in the sun .


fn_spacy_tokens_for_baseline: The fashion of male circumcision that began in the 1890s , and a wide range of related subjects .

source_bert_toks: the fashion of male ci ##rc ##um ##cision that began in the 1890s , and a wide range of related subjects .

reference_raw: A fashion of male circumcise, which started in the 1890s, and a wide range of related subjects.

reference_spacy_tokens: A fashion of male circumcise , which started in the 1890s , and a wide range of related subjects .


fn_spacy_tokens_for_baseline: The case languished after Morsi was elected last year in the country 's first free presidential race , although local news outlets and Morsi 's opponents accused militants from Hamas , the Brotherhood 's Palestinian offshoot , of freeing their colleagues .

source_bert_toks: the case lang ##uis ##hed after mor ##si was elected last year in the country ' s first free presidential race , although local news outlets and mor ##si ' s opponents accused militants from hamas , the brotherhood ' s palestinian offs ##hoot , of freeing their colleagues .

reference_raw: After the election of Morsi last year in the country's first free presidential race, the matter lingered, though local news outlets and Morsi's adversaries blamed the militia of Hamas, the Palestinian Brotherhood, for the release of their colleagues.

reference_spacy_tokens: After the election of Morsi last year in the country 's first free presidential race , the matter lingered , though local news outlets and Morsi 's adversaries blamed the militia of Hamas , the Palestinian Brotherhood , for the release of their colleagues .


fn_spacy_tokens_for_baseline: Police Court trials usually included a miscellaneous collection of well - known ne'er - do - wells picked up over the weekend and arraigned on Monday morning to face drunk and disorderly charges .

source_bert_toks: police court trials usually included a miscellaneous collection of well - known ne ' er - do - wells picked up over the weekend and ar ##rai ##gned on monday morning to face drunk and disorder ##ly charges .

reference_raw: Police court trials usually involved a miscellaneous collection of well-known ne'er-do-wells collected during the weekend and framed Monday morning for drunk and disorderly accusations.

reference_spacy_tokens: Police court trials usually involved a miscellaneous collection of well - known ne'er - do - wells collected during the weekend and framed Monday morning for drunk and disorderly accusations .


fn_spacy_tokens_for_baseline: I sprang out , they tried to drag me back , and had it not been for the help of this good man , who led me to the cab , I should never had broken away .

source_bert_toks: i sprang out , they tried to drag me back , and had it not been for the help of this good man , who led me to the cab , i should never had broken away .

reference_raw: I jumped out, they tried to pull me back, but if it wasn't for the good man who led me to the taxi, I wouldn't have left.

reference_spacy_tokens: I jumped out , they tried to pull me back , but if it was n't for the good man who led me to the taxi , I would n't have left .


fn_spacy_tokens_for_baseline: Horrified by the obstructionism of his superiors and unable to make progress , Schiller leaked information to the press and helped fortify the outside criticism , though his superiors decided not to discipline him for this .

source_bert_toks: horrified by the obstruction ##ism of his superiors and unable to make progress , sc ##hill ##er leaked information to the press and helped fort ##ify the outside criticism , though his superiors decided not to discipline him for this .

reference_raw: Terrified by the obstructionism of his superiors and unable to make progress, Schiller sent information to the press and helped to fortify external criticism, although his superiors decided not to discipline him for it.

reference_spacy_tokens: Terrified by the obstructionism of his superiors and unable to make progress , Schiller sent information to the press and helped to fortify external criticism , although his superiors decided not to discipline him for it .


fn_spacy_tokens_for_baseline: They had gagged me , and Murillo twisted my arm round until I gave him the address .

source_bert_toks: they had gag ##ged me , and mu ##rill ##o twisted my arm round until i gave him the address .

reference_raw: I was gagged, and Murillo turned my hand around until I gave him the address.

reference_spacy_tokens: I was gagged , and Murillo turned my hand around until I gave him the address .


fn_spacy_tokens_for_baseline: According to sources in N'Djamena , a senior Interior Ministry Official had instructed the police to open fire if Faky Ali Ahmat resisted arrest .

source_bert_toks: according to sources in n ' dj ##amen ##a , a senior interior ministry official had instructed the police to open fire if fa ##ky ali ah ##mat resisted arrest .

reference_raw: According to sources in N'Djamena, a senior Home Office official ordered the police to open fire if Faky Ali Ahmat resists capture.

reference_spacy_tokens: According to sources in N'Djamena , a senior Home Office official ordered the police to open fire if Faky Ali Ahmat resists capture .


fn_spacy_tokens_for_baseline: After angry remonstrances in the Commons a much lighter graded tax was eventually granted to run over four years .

source_bert_toks: after angry re ##mons ##tra ##nce ##s in the commons a much lighter graded tax was eventually granted to run over four years .

reference_raw: After angry protests in the Commons, a much lighter tax was finally granted for more than four years.

reference_spacy_tokens: After angry protests in the Commons , a much lighter tax was finally granted for more than four years .


fn_spacy_tokens_for_baseline: To date , North Korea has likely developed and produced anthrax bacteria , botulinum toxin , and plague bacteria .

source_bert_toks: to date , north korea has likely developed and produced ant ##hra ##x bacteria , bot ##ulin ##um toxin , and plague bacteria .

reference_raw: So far, North Korea has probably developed and produced anthrax, botulinum toxin, and infectious bacteria.

reference_spacy_tokens: So far , North Korea has probably developed and produced anthrax , botulinum toxin , and infectious bacteria .


fn_spacy_tokens_for_baseline: He 'd yearned to phone Liz , but what could he have said ?

source_bert_toks: he ' d year ##ned to phone liz , but what could he have said ?

reference_raw: He wanted to call Liz, but what could he say?

reference_spacy_tokens: He wanted to call Liz , but what could he say ?


fn_spacy_tokens_for_baseline: However , the Front was increasingly built up and reinforced by the North via the route which became known as the Ho Chi Minh Trail .

source_bert_toks: however , the front was increasingly built up and reinforced by the north via the route which became known as the ho chi minh trail .

reference_raw: But the front was increasingly built and strengthened by the north through a route known as the Ho Chi Minh Road.

reference_spacy_tokens: But the front was increasingly built and strengthened by the north through a route known as the Ho Chi Minh Road .


fn_spacy_tokens_for_baseline: From here take the path which starts from Wythburn Church car park running parallel to the A591 and linking with a minor road running along the west side of Thirlmere Reservoir ( 3 miles ) .

source_bert_toks: from here take the path which starts from w ##yt ##h ##burn church car park running parallel to the a ##59 ##1 and linking with a minor road running along the west side of th ##ir ##lmer ##e reservoir ( 3 miles ) .

reference_raw: From here, the road starts from the Wythburn church parking lot, which runs parallel to the A591 and connects to a small road that runs along the western side of the Thirlmere Reservoir (3 miles).

reference_spacy_tokens: From here , the road starts from the Wythburn church parking lot , which runs parallel to the A591 and connects to a small road that runs along the western side of the Thirlmere Reservoir ( 3 miles ) .


fn_spacy_tokens_for_baseline: On state occasions Charles dressed in a tunic and cloak embroidered with gold wire , fastened with gold buckles .

source_bert_toks: on state occasions charles dressed in a tunic and cloak embroidered with gold wire , fastened with gold buckle ##s .

reference_raw: On state occasions, Charles wore a tunic and a cloak embroidered with gold wire and fastened with gold clasps.

reference_spacy_tokens: On state occasions , Charles wore a tunic and a cloak embroidered with gold wire and fastened with gold clasps .


fn_spacy_tokens_for_baseline: If you have n't read it you will have ample chance to read it at a later date and if you have , you would know what I was going to say .

source_bert_toks: if you haven ' t read it you will have ample chance to read it at a later date and if you have , you would know what i was going to say .

reference_raw: If you didn't read it, you'd have plenty of time to read it later, and if you did, you'd know what I'd say.

reference_spacy_tokens: If you did n't read it , you 'd have plenty of time to read it later , and if you did , you 'd know what I 'd say .


fn_spacy_tokens_for_baseline: He was dressed in the manner of the Thirties with a broad - lapelled jacket , wide cuffs and dark tie firmly attached with a gold clip to a gleaming white shirt .

source_bert_toks: he was dressed in the manner of the thirties with a broad - lap ##elled jacket , wide cuffs and dark tie firmly attached with a gold clip to a gleaming white shirt .

reference_raw: He was dressed like a thirty-year-old man in a wide-lapelled jacket, wide cuffs, and a dark tie, fastened with a gold clip to a gleaming white shirt.

reference_spacy_tokens: He was dressed like a thirty - year - old man in a wide - lapelled jacket , wide cuffs , and a dark tie , fastened with a gold clip to a gleaming white shirt .


fn_spacy_tokens_for_baseline: The suggestion was that his subordinates might have been running the illegal operation .

source_bert_toks: the suggestion was that his subordinate ##s might have been running the illegal operation .

reference_raw: The idea was that his subordinates might be in charge of an unlawful operation.

reference_spacy_tokens: The idea was that his subordinates might be in charge of an unlawful operation .


fn_spacy_tokens_for_baseline: A prominent blotch of carmine - red is displayed in the otherwise clear pectoral fin .

source_bert_toks: a prominent b ##lot ##ch of carmine - red is displayed in the otherwise clear pe ##ctor ##al fin .

reference_raw: A prominent patch of carmine red appears on the otherwise clean pectoral flipper.

reference_spacy_tokens: A prominent patch of carmine red appears on the otherwise clean pectoral flipper .


fn_spacy_tokens_for_baseline: But there is also a discordant , modern note in Aslacton , though it ca n't be heard by the church - goers enjoying the peal of bells this cool autumn evening .

source_bert_toks: but there is also a disco ##rdan ##t , modern note in as ##la ##cton , though it can ' t be heard by the church - go ##ers enjoying the pea ##l of bells this cool autumn evening .

reference_raw: But there is also a discordant, modern note in Aslacton, although it cannot be heard by church-goers who enjoy the peal of bells on this cold autumn evening.

reference_spacy_tokens: But there is also a discordant , modern note in Aslacton , although it can not be heard by church - goers who enjoy the peal of bells on this cold autumn evening .


fn_spacy_tokens_for_baseline: Something decidedly peculiar about the boy with the whatsit round his head .

source_bert_toks: something decidedly peculiar about the boy with the what ##sit round his head .

reference_raw: There was definitely something strange about the kid with the whatsit around his head.

reference_spacy_tokens: There was definitely something strange about the kid with the whatsit around his head .


fn_spacy_tokens_for_baseline: Firefighters spent three hours tackling the blaze , which spread through the roof and into an adjoining property in Pensby Road .

source_bert_toks: firefighters spent three hours tack ##ling the blaze , which spread through the roof and into an adjoining property in pens ##by road .

reference_raw: The firemen spent three hours dealing with the fire that ran from the roof to the next building on Pensby Road.

reference_spacy_tokens: The firemen spent three hours dealing with the fire that ran from the roof to the next building on Pensby Road .


fn_spacy_tokens_for_baseline: Toucans live in the forests of South and Central America and are more closely related to woodpeckers than to hornbills .

source_bert_toks: to ##uca ##ns live in the forests of south and central america and are more closely related to wood ##pe ##cker ##s than to horn ##bill ##s .

reference_raw: Toucans live in South and Central America woods and are more closely related to woodpeckers than hornbills.

reference_spacy_tokens: Toucans live in South and Central America woods and are more closely related to woodpeckers than hornbills .


fn_spacy_tokens_for_baseline: She ambled down roads and along paths that she knew well and she failed to record what she saw .

source_bert_toks: she am ##bled down roads and along paths that she knew well and she failed to record what she saw .

reference_raw: She wandered along the roads, along the paths she knew well, and failed to record what she had seen.

reference_spacy_tokens: She wandered along the roads , along the paths she knew well , and failed to record what she had seen .


fn_spacy_tokens_for_baseline: This makes us feel very feeble , as we have friends of our age who think nothing of motoring from here to Lowestoft in the day -- but such feats are not for us , though we flatter ourselves that in most respects we are in pretty good nick .

source_bert_toks: this makes us feel very fee ##ble , as we have friends of our age who think nothing of motor ##ing from here to lowest ##oft in the day - - but such feat ##s are not for us , though we flat ##ter ourselves that in most respects we are in pretty good nick .

reference_raw: That makes us feel very weak, because we have friends of our age who don't think about driving from here to Lowestoft during the day-but that's not for us, even though we flatter ourselves that in most respects we're in pretty good shape.

reference_spacy_tokens: That makes us feel very weak , because we have friends of our age who do n't think about driving from here to Lowestoft during the day - but that 's not for us , even though we flatter ourselves that in most respects we 're in pretty good shape .


fn_spacy_tokens_for_baseline: The thousands of East German refugees in West German embassies , the tens of thousands who have poured out to the West through Hungary are a terrible and unending indictment of his Stalinist regime .

source_bert_toks: the thousands of east german refugees in west german em ##bas ##sies , the tens of thousands who have poured out to the west through hungary are a terrible and une ##nding indictment of his stalin ##ist regime .

reference_raw: Thousands of East German refugees from the West German embassies, tens of thousands that have flown into the West through Hungary, are terrible and endless accusations against his Stalinist regime.

reference_spacy_tokens: Thousands of East German refugees from the West German embassies , tens of thousands that have flown into the West through Hungary , are terrible and endless accusations against his Stalinist regime .


fn_spacy_tokens_for_baseline: Christopher Gore , a genius tormented by mental illness , who finally lost control and killed his parents .

source_bert_toks: christopher gore , a genius tormented by mental illness , who finally lost control and killed his parents .

reference_raw: Christopher Gore, a genius suffering from mental illness, who finally lost control and killed his parents.

reference_spacy_tokens: Christopher Gore , a genius suffering from mental illness , who finally lost control and killed his parents .


fn_spacy_tokens_for_baseline: In Abidjan , the nation 's largest city , residents stocked up on food supplies , fearing a possible rebel counteroffensive .

source_bert_toks: in ab ##id ##jan , the nation ' s largest city , residents stocked up on food supplies , fearing a possible rebel counter ##off ##ens ##ive .

reference_raw: In Abidjan, the nation's largest city, residents were stocked with food supplies, fearing a potential insurgent counter-offensive.

reference_spacy_tokens: In Abidjan , the nation 's largest city , residents were stocked with food supplies , fearing a potential insurgent counter - offensive .


fn_spacy_tokens_for_baseline: After his habit he said nothing , and after mine I asked no questions .

source_bert_toks: after his habit he said nothing , and after mine i asked no questions .

reference_raw: He didn't say anything after his habit, and I didn't ask anything after mine.

reference_spacy_tokens: He did n't say anything after his habit , and I did n't ask anything after mine .


fn_spacy_tokens_for_baseline: It was unjust of her to disregard those thumb - sucking years in which Lily had held her close .

source_bert_toks: it was un ##just of her to disregard those thumb - sucking years in which lily had held her close .

reference_raw: It was unfair of her to ignore the thumb-sucking years Lily had kept her close to.

reference_spacy_tokens: It was unfair of her to ignore the thumb - sucking years Lily had kept her close to .


fn_spacy_tokens_for_baseline: " They were a self - perpetuating club that treated the tower as sort of a separate premises , " the Vicar Hummerstone says .

source_bert_toks: " they were a self - per ##pet ##uating club that treated the tower as sort of a separate premises , " the vicar hum ##mers ##tone says .

reference_raw: "It was a self-perpetuating club that thought of the tower as a sort of separate building," says the vicar Hummerstone.

reference_spacy_tokens: " It was a self - perpetuating club that thought of the tower as a sort of separate building , " says the vicar Hummerstone .


fn_spacy_tokens_for_baseline: He awoke in hazy sunshine , his head clear , the room freezing in the light of a fresh morning .

source_bert_toks: he awoke in hazy sunshine , his head clear , the room freezing in the light of a fresh morning .

reference_raw: He woke in the hazy sunlight, his head clear, and the room was frozen in the fresh morning.

reference_spacy_tokens: He woke in the hazy sunlight , his head clear , and the room was frozen in the fresh morning .


fn_spacy_tokens_for_baseline: Barney appeared to be mulling over what he had just learned ; several times he looked searchingly at Melissa across the table .

source_bert_toks: barney appeared to be mu ##lling over what he had just learned ; several times he looked searching ##ly at melissa across the table .

reference_raw: Barney seemed to think about what he had just learned; he looked at Melissa on the other side of the table several times.

reference_spacy_tokens: Barney seemed to think about what he had just learned ; he looked at Melissa on the other side of the table several times .


fn_spacy_tokens_for_baseline: Springfield exported large numbers to South America , India , Ceylon and South Africa .

source_bert_toks: springfield exported large numbers to south america , india , ceylon and south africa .

reference_raw: Springfield shipped a large number to South America, India, Ceylon, and South Africa.

reference_spacy_tokens: Springfield shipped a large number to South America , India , Ceylon , and South Africa .


fn_spacy_tokens_for_baseline: The fire will purr and tinkle in the grate ,

source_bert_toks: the fire will pu ##rr and tin ##kle in the gr ##ate ,

reference_raw: Fire pours and tinkles in the grille,

reference_spacy_tokens: Fire pours and tinkles in the grille ,


fn_spacy_tokens_for_baseline: At present , they argue , landfill prices are actually declining as second - rate operators , in both the private and public sector , stuff rubbish into their dumps at bargain - basement prices .

source_bert_toks: at present , they argue , landfill prices are actually declining as second - rate operators , in both the private and public sector , stuff rubbish into their dump ##s at bargain - basement prices .

reference_raw: At present, they argue that the prices of landfills are in fact decreasing as second-class operators, both in the private and public sectors, stuff garbage into their landfills at bargain-based prices.

reference_spacy_tokens: At present , they argue that the prices of landfills are in fact decreasing as second - class operators , both in the private and public sectors , stuff garbage into their landfills at bargain - based prices .


fn_spacy_tokens_for_baseline: He realized his mistake too late and when he turned back to the entrance Sabrina was already there , blocking his escape .

source_bert_toks: he realized his mistake too late and when he turned back to the entrance sabrina was already there , blocking his escape .

reference_raw: He realized that he had made a mistake too late, and by the time he turned back to the entrance, Sabrina was already there, blocking his way.

reference_spacy_tokens: He realized that he had made a mistake too late , and by the time he turned back to the entrance , Sabrina was already there , blocking his way .


fn_spacy_tokens_for_baseline: She called the Diocesan Office of Special Religious Education to request help in preparing Todd for the Sacrament and mentioned the chaplain 's reluctance to give Communion because of Todd 's lack of verbal ability .

source_bert_toks: she called the diocesan office of special religious education to request help in preparing todd for the sacrament and mentioned the chaplain ' s reluctance to give communion because of todd ' s lack of verbal ability .

reference_raw: She called the Diocesan Bureau of Special Religious Education to ask for help in preparing Todd for the Sacrament, mentioning the chaplain's reluctance to make communion due to Todd's lack of verbal skills.

reference_spacy_tokens: She called the Diocesan Bureau of Special Religious Education to ask for help in preparing Todd for the Sacrament , mentioning the chaplain 's reluctance to make communion due to Todd 's lack of verbal skills .


fn_spacy_tokens_for_baseline: Many Bahrainis were shocked by security forces ' violent dispersal of protesters , since the king had expressed sorrow over two shooting deaths that occurred earlier in the week .

source_bert_toks: many bahrain ##is were shocked by security forces ' violent dispersal of protesters , since the king had expressed sorrow over two shooting deaths that occurred earlier in the week .

reference_raw: Many Bahrainis were stunned by the violent dispersal of protesters by the security forces, for the King expressed regret for the two shooting deaths that occurred earlier this week.

reference_spacy_tokens: Many Bahrainis were stunned by the violent dispersal of protesters by the security forces , for the King expressed regret for the two shooting deaths that occurred earlier this week .


fn_spacy_tokens_for_baseline: The enormous woman kept grinning at him like a shark ; the fat man had eyelids so heavy that Alan could never be sure if he was watching or asleep .

source_bert_toks: the enormous woman kept grinning at him like a shark ; the fat man had eyelids so heavy that alan could never be sure if he was watching or asleep .

reference_raw: The huge woman continued to grin at him like a shark; the fat man's eyes were so heavy that Alan couldn't tell whether he was watching or sleeping.

reference_spacy_tokens: The huge woman continued to grin at him like a shark ; the fat man 's eyes were so heavy that Alan could n't tell whether he was watching or sleeping .


fn_spacy_tokens_for_baseline: The maggot - bearing stapelia from southern Africa not only reeks dreadfully of carrion but reinforces its appeal to flies by producing flowers with wrinkled brown petals covered with hairs that look like the decaying skin of a dead animal .

source_bert_toks: the mag ##go ##t - bearing st ##ape ##lia from southern africa not only re ##ek ##s dreadful ##ly of carr ##ion but reinforce ##s its appeal to flies by producing flowers with wrinkled brown petals covered with hairs that look like the decay ##ing skin of a dead animal .

reference_raw: South Africa's worm-bearing stapelia not only stinks of carrion, but also strengthens its appeal to flies by producing flowers with wrinkled brown petals covered with hair that look like the rotting skin of a dead animal.

reference_spacy_tokens: South Africa 's worm - bearing stapelia not only stinks of carrion , but also strengthens its appeal to flies by producing flowers with wrinkled brown petals covered with hair that look like the rotting skin of a dead animal .


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

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

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

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


fn_spacy_tokens_for_baseline: As a child he suffered a physical disability and , following the death of his father , was institutionalized at the age of eight in a school for the destitute .

source_bert_toks: as a child he suffered a physical disability and , following the death of his father , was institutional ##ized at the age of eight in a school for the des ##ti ##tute .

reference_raw: When he was a child, he was physically disabled and, after his father's death, was institutionalised at the age of eight at a school for the poor.

reference_spacy_tokens: When he was a child , he was physically disabled and , after his father 's death , was institutionalised at the age of eight at a school for the poor .


fn_spacy_tokens_for_baseline: One of the birds shat on Gravel as I pedalled up the path to town on the Tuesday morning .

source_bert_toks: one of the birds sha ##t on gravel as i pedal ##led up the path to town on the tuesday morning .

reference_raw: On Tuesday morning, one of the birds ratted on Gravel as I walked down the road to the city.

reference_spacy_tokens: On Tuesday morning , one of the birds ratted on Gravel as I walked down the road to the city .


fn_spacy_tokens_for_baseline: Some of the Phocaeans had been stoned to death by the Etruscans of Caere , traditional philhellenes ; some had to move to Elea in southern Italy .

source_bert_toks: some of the ph ##oca ##ean ##s had been stone ##d to death by the et ##rus ##cans of ca ##ere , traditional phil ##hell ##enes ; some had to move to el ##ea in southern italy .

reference_raw: Some of the Phocaeans were shot to death by the Etruscans of Caere, traditional philhelenes, some of them had to move to Elea in southern Italy.

reference_spacy_tokens: Some of the Phocaeans were shot to death by the Etruscans of Caere , traditional philhelenes , some of them had to move to Elea in southern Italy .


fn_spacy_tokens_for_baseline: For example , they may purchase raw or milled uranium ore from abroad , and then use indigenous facilities to enrich it to weapons - grade material .

source_bert_toks: for example , they may purchase raw or mill ##ed uranium ore from abroad , and then use indigenous facilities to en ##rich it to weapons - grade material .

reference_raw: For example, they can buy raw or ground uranium ore from abroad and then use domestic facilities to enrich it for weapons - grade materials.

reference_spacy_tokens: For example , they can buy raw or ground uranium ore from abroad and then use domestic facilities to enrich it for weapons - grade materials .


fn_spacy_tokens_for_baseline: " You need n't keep so quiet , I 'm only testing the microphone , not recording at all , " the singer told me with a smile .

source_bert_toks: " you need ##n ' t keep so quiet , i ' m only testing the microphone , not recording at all , " the singer told me with a smile .

reference_raw: "You don't have to keep your mouth shut, I'm just testing the microphone, not recording at all," the singer said, smiling.

reference_spacy_tokens: " You do n't have to keep your mouth shut , I 'm just testing the microphone , not recording at all , " the singer said , smiling .


fn_spacy_tokens_for_baseline: MEMBERS of the public are invited to attend a celebration gala at Bowring Park , Liverpool , on June 26 .

source_bert_toks: members of the public are invited to attend a celebration gala at bow ##ring park , liverpool , on june 26 .

reference_raw: Members of the public are invited to attend the festival in Bowring Park, Liverpool, on June 26th.

reference_spacy_tokens: Members of the public are invited to attend the festival in Bowring Park , Liverpool , on June 26th .


fn_spacy_tokens_for_baseline: Both donned two - pieces to prove they 're a match for anybody .

source_bert_toks: both don ##ned two - pieces to prove they ' re a match for anybody .

reference_raw: They both wore two pieces to prove that they match anyone.

reference_spacy_tokens: They both wore two pieces to prove that they match anyone .


fn_spacy_tokens_for_baseline: At his most sensational lecture he sold shilling copies of a pamphlet , The Confessional Unmasked ( 1851 ) .

source_bert_toks: at his most sensation ##al lecture he sold shi ##lling copies of a pamphlet , the confession ##al un ##mas ##ked ( 1851 ) .

reference_raw: In his most spectacular lecture, he sold shilling copies of the Confessional Unmasked Pamphlet (1851).

reference_spacy_tokens: In his most spectacular lecture , he sold shilling copies of the Confessional Unmasked Pamphlet ( 1851 ) .


fn_spacy_tokens_for_baseline: Wriggling through the crowds , I sidled around the walls , admiring black and white photographs of old men in cloth caps playing fiddles , while children looked on wonderingly .

source_bert_toks: wr ##ig ##gling through the crowds , i sid ##led around the walls , admiring black and white photographs of old men in cloth caps playing fiddle ##s , while children looked on wondering ##ly .

reference_raw: I shuffled through the crowds, sidling around the walls, admiring the black-and-white photographs of the old men in their cloth caps playing violins, while the children watched in wonder.

reference_spacy_tokens: I shuffled through the crowds , sidling around the walls , admiring the black - and - white photographs of the old men in their cloth caps playing violins , while the children watched in wonder .


fn_spacy_tokens_for_baseline: Well , even if it 's life like you say , we end up spending sixty thousand dollars a year to keep some , you know , joker in there for life .

source_bert_toks: well , even if it ' s life like you say , we end up spending sixty thousand dollars a year to keep some , you know , joker in there for life .

reference_raw: Even if it's life like you said, we'll end up spending $60,000 a year to keep some, you know, jokers for the rest of our lives.

reference_spacy_tokens: Even if it 's life like you said , we 'll end up spending $ 60,000 a year to keep some , you know , jokers for the rest of our lives .


fn_spacy_tokens_for_baseline: The National Board of Visitors cordially invites you to become a Charter Associate of The Center on Philanthropy

source_bert_toks: the national board of visitors cord ##ial ##ly invites you to become a charter associate of the center on philanthropy

reference_raw: The National Council of Visitors cordially invites you to become a charter associate of the Philanthropy Center


fn_spacy_tokens_for_baseline: What had happened to the icy indifference with which she had surveyed the world for the past few years ?

source_bert_toks: what had happened to the icy indifference with which she had surveyed the world for the past few years ?

reference_raw: What had happened to the icy indifference with which she had spent the last few years exploring the world?

reference_spacy_tokens: What had happened to the icy indifference with which she had spent the last few years exploring the world ?


fn_spacy_tokens_for_baseline: ' I take it you 're volunteering , ' said McGann .

source_bert_toks: ' i take it you ' re volunteer ##ing , ' said mc ##gan ##n .

reference_raw: "I take it you're on the stand," McGann said.

reference_spacy_tokens: " I take it you 're on the stand , " McGann said .


fn_spacy_tokens_for_baseline: Simply put , Stephanopoulos did as much as any man to get the country into the mess he now so telegenically laments .

source_bert_toks: simply put , stephan ##op ##oulos did as much as any man to get the country into the mess he now so tel ##ege ##nical ##ly lame ##nts .

reference_raw: In short, Stephanopoulos had done everything he could to get the country into the mess he now so telegenically lamented.

reference_spacy_tokens: In short , Stephanopoulos had done everything he could to get the country into the mess he now so telegenically lamented .


fn_spacy_tokens_for_baseline: The mix is baked for 20 minutes in moulds and served with a vegetable cream sauce , lentils , and sauteed mushrooms .

source_bert_toks: the mix is baked for 20 minutes in mo ##uld ##s and served with a vegetable cream sauce , lent ##ils , and sa ##ute ##ed mushrooms .

reference_raw: The mixture is roasted in moulds for 20 minutes and served with vegetable cream sauce, lentils and sauteed mushrooms.

reference_spacy_tokens: The mixture is roasted in moulds for 20 minutes and served with vegetable cream sauce , lentils and sauteed mushrooms .


fn_spacy_tokens_for_baseline: Banks is an immensely amiable , bearded ex - beatnik who feels that he is at last putting his past behind him .

source_bert_toks: banks is an immensely ami ##able , bearded ex - beat ##nik who feels that he is at last putting his past behind him .

reference_raw: Banks is a very friendly, hairy ex-beatnik who thinks he's finally putting his past behind him.

reference_spacy_tokens: Banks is a very friendly , hairy ex - beatnik who thinks he 's finally putting his past behind him .


fn_spacy_tokens_for_baseline: This creates both a smooth transition to the second theme and a strong sense that a new section is beginning , a combination that is generally rather difficult to forge .

source_bert_toks: this creates both a smooth transition to the second theme and a strong sense that a new section is beginning , a combination that is generally rather difficult to forge .

reference_raw: This creates both a smooth transition to the second theme and a strong feeling of the beginning of a new section, a combination that is usually rather difficult to forge.

reference_spacy_tokens: This creates both a smooth transition to the second theme and a strong feeling of the beginning of a new section , a combination that is usually rather difficult to forge .


fn_spacy_tokens_for_baseline: When Kalchu pulled it up again there was blood trickling from its nostril .

source_bert_toks: when ka ##lch ##u pulled it up again there was blood trick ##ling from its nos ##tri ##l .

reference_raw: When Kalchu pulled him back, blood trickled out of his nose.

reference_spacy_tokens: When Kalchu pulled him back , blood trickled out of his nose .


fn_spacy_tokens_for_baseline: We grow them in the Philippines .

source_bert_toks: we grow them in the philippines .

reference_raw: We're raising them in the Philippines.

reference_spacy_tokens: We 're raising them in the Philippines .


fn_spacy_tokens_for_baseline: Indeed , I have defended the Chancellor in some conversations on this very subject with people in these fields .

source_bert_toks: indeed , i have defended the chancellor in some conversations on this very subject with people in these fields .

reference_raw: In fact, I defended the chancellor in a few interviews on the same subject with the people in these fields.

reference_spacy_tokens: In fact , I defended the chancellor in a few interviews on the same subject with the people in these fields .


fn_spacy_tokens_for_baseline: I always buy him some sweets .

source_bert_toks: i always buy him some sweets .

reference_raw: I always buy him candy.

reference_spacy_tokens: I always buy him candy .


fn_spacy_tokens_for_baseline: You 're never very far from urban centres but the walk sidesteps and swerves as cleverly as the best Welsh fly - halves to follow a largely rural route .

source_bert_toks: you ' re never very far from urban centres but the walk sides ##te ##ps and sw ##er ##ves as clever ##ly as the best welsh fly - halves to follow a largely rural route .

reference_raw: You're never far from the city centers, but walks side-steps and turns as smartly as the best Welsh fly-halves to follow the most rural route.

reference_spacy_tokens: You 're never far from the city centers , but walks side - steps and turns as smartly as the best Welsh fly - halves to follow the most rural route .


fn_spacy_tokens_for_baseline: ' Yes , brother mine , ' she said with a curiously sweet smile .

source_bert_toks: ' yes , brother mine , ' she said with a curiously sweet smile .

reference_raw: "Yes, my brother," she said with an oddly pleasant smile.

reference_spacy_tokens: " Yes , my brother , " she said with an oddly pleasant smile .


fn_spacy_tokens_for_baseline: Emphasis should be placed on strict adherence to a policy of changing into protective clothing before conducting a post - mortem examination .

source_bert_toks: emphasis should be placed on strict adherence to a policy of changing into protective clothing before conducting a post - mort ##em examination .

reference_raw: Prior to the post-mortem examination, emphasis should be placed on strict compliance with the policy of changing to protective clothing.

reference_spacy_tokens: Prior to the post - mortem examination , emphasis should be placed on strict compliance with the policy of changing to protective clothing .


fn_spacy_tokens_for_baseline: He is labelled a criminal because of his extra - marital affair , although the legal system sanctions his wife taking a lover .

source_bert_toks: he is labelled a criminal because of his extra - marital affair , although the legal system sanctions his wife taking a lover .

reference_raw: He's accused of being a criminal because of his extramarital affair, even though the legal system punishes his wife for marrying a lover.

reference_spacy_tokens: He 's accused of being a criminal because of his extramarital affair , even though the legal system punishes his wife for marrying a lover .


fn_spacy_tokens_for_baseline: Farther out , both north and south , are the sweeping curves of the Royal and Grand Canals .

source_bert_toks: farther out , both north and south , are the sweeping curves of the royal and grand canals .

reference_raw: Farther north and south are the sweeping curves of the Royal and Grand Channels.

reference_spacy_tokens: Farther north and south are the sweeping curves of the Royal and Grand Channels .


fn_spacy_tokens_for_baseline: The packages proved to contain the paperback of Salman Rushdie 's The Satanic Verses , published by a unidentified consortium in order to protect those responsible from any grim repercussions .

source_bert_toks: the packages proved to contain the paperback of salman rush ##die ' s the satan ##ic verses , published by a unidentified consortium in order to protect those responsible from any grim rep ##er ##cus ##sions .

reference_raw: It turned out that the packages contained a copy of Salman Rushdie's Satanic version, published by an unidentified consortium, to protect those responsible from any gruesome consequences.

reference_spacy_tokens: It turned out that the packages contained a copy of Salman Rushdie 's Satanic version , published by an unidentified consortium , to protect those responsible from any gruesome consequences .


fn_spacy_tokens_for_baseline: The URNG , although refusing to offer a total ceasefire , promised to halt attacks on communication links and economic targets for the period of the campaign for the presidential elections due to be held in November .

source_bert_toks: the ur ##ng , although refusing to offer a total ceasefire , promised to halt attacks on communication links and economic targets for the period of the campaign for the presidential elections due to be held in november .

reference_raw: Although the URNG refused to offer a complete truce, it promised to stop attacks on communication links and economic targets during the presidential election campaign to take place in November.

reference_spacy_tokens: Although the URNG refused to offer a complete truce , it promised to stop attacks on communication links and economic targets during the presidential election campaign to take place in November .


fn_spacy_tokens_for_baseline: I do n't think I ever saw a nude woman in the house - certainly there were women in various states of undress . but never nude . '

source_bert_toks: i don ' t think i ever saw a nude woman in the house - certainly there were women in various states of und ##ress . but never nude . '

reference_raw: I don't think I've ever seen a naked woman in this house - I'm sure there were women in different states of undress . . . but never naked.'

reference_spacy_tokens: I do n't think I 've ever seen a naked woman in this house - I 'm sure there were women in different states of undress . . . but never naked . '


fn_spacy_tokens_for_baseline: At the small Wintoun Street Baptist Chapel in Leeds , for example , quarrels over finance and personalities raged for twenty - five years .

source_bert_toks: at the small win ##tou ##n street baptist chapel in leeds , for example , quarrel ##s over finance and personalities raged for twenty - five years .

reference_raw: For example, at the little Wintoun Street Baptist Chapel in Leeds, there had been twenty-five years of arguing about finance and personalities.

reference_spacy_tokens: For example , at the little Wintoun Street Baptist Chapel in Leeds , there had been twenty - five years of arguing about finance and personalities .


fn_spacy_tokens_for_baseline: Any suggestion of a re - enactment of Christ 's sacrifice or of a bodily presence in the bread and wine was now removed from the communion service .

source_bert_toks: any suggestion of a re - enactment of christ ' s sacrifice or of a bodily presence in the bread and wine was now removed from the communion service .

reference_raw: Any suggestion of re-enactment of Christ's sacrificial or physical presence in bread and wine has now been removed from the communion service.

reference_spacy_tokens: Any suggestion of re - enactment of Christ 's sacrificial or physical presence in bread and wine has now been removed from the communion service .


fn_spacy_tokens_for_baseline: But everything is warm and gilded with the last glow of the sunset , through the room 's west - facing windows .

source_bert_toks: but everything is warm and gilded with the last glow of the sunset , through the room ' s west - facing windows .

reference_raw: But it's all warm and gold with the last light of the sunset through the west-facing windows of the room.

reference_spacy_tokens: But it 's all warm and gold with the last light of the sunset through the west - facing windows of the room .


fn_spacy_tokens_for_baseline: At this juncture the peace of the night was rent by the sudden wail of air - raid sirens , and as they started to walk off they bumped into some Italian soldiers .

source_bert_toks: at this jun ##cture the peace of the night was rent by the sudden wai ##l of air - raid sirens , and as they started to walk off they bumped into some italian soldiers .

reference_raw: At that moment, the quiet of the night was rented by a sudden whine of air-raid sirens, and when they were about to leave, they bumped into some Italian soldiers.

reference_spacy_tokens: At that moment , the quiet of the night was rented by a sudden whine of air - raid sirens , and when they were about to leave , they bumped into some Italian soldiers .


fn_spacy_tokens_for_baseline: ' Right , ' I said , smiling , as they slid the straps of bright blue nylon knapsacks over their shoulders , ' we 'll take a walk into the Berkshire wilderness .

source_bert_toks: ' right , ' i said , smiling , as they slid the straps of bright blue nylon kn ##ap ##sack ##s over their shoulders , ' we ' ll take a walk into the berkshire wilderness .

reference_raw: "All right," I said with a smile as they slipped the straps of bright blue nylon packs over their shoulders, "we're going for a walk into the Berkshire wilderness.

reference_spacy_tokens: " All right , " I said with a smile as they slipped the straps of bright blue nylon packs over their shoulders , " we 're going for a walk into the Berkshire wilderness .


fn_spacy_tokens_for_baseline: ' My lord prince , ' he said , ' the king your father desires speech with you . '

source_bert_toks: ' my lord prince , ' he said , ' the king your father desires speech with you . '

reference_raw: "My Lord Prince," he said, "your father's king wishes to speak with you."

reference_spacy_tokens: " My Lord Prince , " he said , " your father 's king wishes to speak with you . "


fn_spacy_tokens_for_baseline: If the cut is on the side , the sphere will have a tendency to curve in that direction .

source_bert_toks: if the cut is on the side , the sphere will have a tendency to curve in that direction .

reference_raw: If the wound is on the side, the ball tends to turn in that direction.

reference_spacy_tokens: If the wound is on the side , the ball tends to turn in that direction .


fn_spacy_tokens_for_baseline: ' He 's certainly the one for you -- your hair almost camouflages him . '

source_bert_toks: ' he ' s certainly the one for you - - your hair almost camouflage ##s him . '

reference_raw: 'I'm sure he's the one for you - your hair almost masks him.'

reference_spacy_tokens: ' I 'm sure he 's the one for you - your hair almost masks him . '


fn_spacy_tokens_for_baseline: His trolley stood forlornly a few yards away , crammed with food for the dinner party .

source_bert_toks: his trolley stood for ##lor ##nl ##y a few yards away , cr ##ammed with food for the dinner party .

reference_raw: His cart was alone a few yards away, stuffed with food for a dinner party.

reference_spacy_tokens: His cart was alone a few yards away , stuffed with food for a dinner party .


fn_spacy_tokens_for_baseline: Fated to be the last of all the Chinese dynasties , it held power until modern times ( 1644 - 1911 ) .

source_bert_toks: fated to be the last of all the chinese dynasties , it held power until modern times ( 1644 - 1911 ) .

reference_raw: Fated to be the last of China's dynasties, it held power until the modern days (1644-1911).

reference_spacy_tokens: Fated to be the last of China 's dynasties , it held power until the modern days ( 1644 - 1911 ) .


fn_spacy_tokens_for_baseline: Once outside the house she darted quickly along the road then through a gap in a hedge and the last I saw was the little black figure flitting over the rain - swept grass of a field .

source_bert_toks: once outside the house she darted quickly along the road then through a gap in a hedge and the last i saw was the little black figure fl ##itt ##ing over the rain - swept grass of a field .

reference_raw: Once out of the house she ran swiftly down the road, then through a gap in the hedge, and the last I saw was a small black figure flying across the rain-swept grass of the field.

reference_spacy_tokens: Once out of the house she ran swiftly down the road , then through a gap in the hedge , and the last I saw was a small black figure flying across the rain - swept grass of the field .


fn_spacy_tokens_for_baseline: With its new look and new aim , the prospects are good despite the warnings .

source_bert_toks: with its new look and new aim , the prospects are good despite the warnings .

reference_raw: With a new look and a new goal, the outlook is good despite the warnings.

reference_spacy_tokens: With a new look and a new goal , the outlook is good despite the warnings .


fn_spacy_tokens_for_baseline: Their arrest was lauded as a triumph of international co - operation among the police forces of Canada , Britain , New Zealand and Thailand .

source_bert_toks: their arrest was lauded as a triumph of international co - operation among the police forces of canada , britain , new zealand and thailand .

reference_raw: Their arrest was a triumph of international cooperation between the police forces of Canada, Britain, New Zealand and Thailand.

reference_spacy_tokens: Their arrest was a triumph of international cooperation between the police forces of Canada , Britain , New Zealand and Thailand .


fn_spacy_tokens_for_baseline: The extra ribs had been added , giving an enormous rib - cage , topped by gigantic if flaccid breasts , powerful enough to suckle a whole brood of infant monsters .

source_bert_toks: the extra ribs had been added , giving an enormous rib - cage , topped by gigantic if fl ##ac ##ci ##d breasts , powerful enough to suck ##le a whole brood of infant monsters .

reference_raw: The extra ribs were added, giving a huge rib cage, covered with huge, if flaccid breasts, strong enough to suckle a whole bunch of baby monsters.

reference_spacy_tokens: The extra ribs were added , giving a huge rib cage , covered with huge , if flaccid breasts , strong enough to suckle a whole bunch of baby monsters .


fn_spacy_tokens_for_baseline: Clock and watch makers , too , distressed their employers by pawning valuable materials .

source_bert_toks: clock and watch makers , too , distressed their employers by pawn ##ing valuable materials .

reference_raw: The clock-and-watch-makers also worried their employers by pawning valuable materials.

reference_spacy_tokens: The clock - and - watch - makers also worried their employers by pawning valuable materials .


fn_spacy_tokens_for_baseline: Deputy Environment Minister Opah Rushesha did not name the countries , nor did he say if the government had accepted the offers .

source_bert_toks: deputy environment minister op ##ah rushes ##ha did not name the countries , nor did he say if the government had accepted the offers .

reference_raw: Undersecretary of the environment, Opah Rushesha didn't mention the countries, and he didn't say if the government accepted the offers.

reference_spacy_tokens: Undersecretary of the environment , Opah Rushesha did n't mention the countries , and he did n't say if the government accepted the offers .


fn_spacy_tokens_for_baseline: Having evaded the other Fiats , Taylour headed for the carrier with his wounded TAG , where only prompt and skilful action by the ' Ark 's , surgeon prevented the loss of Howard 's leg .

source_bert_toks: having evade ##d the other fiat ##s , tay ##lou ##r headed for the carrier with his wounded tag , where only prompt and ski ##lf ##ul action by the ' ark ' s , surgeon prevented the loss of howard ' s leg .

reference_raw: After avoiding the other Fiats, Taylor and his wounded TAG went to the carrier, where only the quick and skillful action of the 'Ark' prevented Howard's leg from being lost.

reference_spacy_tokens: After avoiding the other Fiats , Taylor and his wounded TAG went to the carrier , where only the quick and skillful action of the ' Ark ' prevented Howard 's leg from being lost .


fn_spacy_tokens_for_baseline: She picked one , hoisting the bread under one arm , and swished it over her shoulder at the swarm of cattle flies that buzzed there .

source_bert_toks: she picked one , ho ##ist ##ing the bread under one arm , and sw ##ished it over her shoulder at the swarm of cattle flies that buzzed there .

reference_raw: She picked one up, lifted the bread under one arm, and waved it over her shoulder at a flock of cattle flies buzzing there.

reference_spacy_tokens: She picked one up , lifted the bread under one arm , and waved it over her shoulder at a flock of cattle flies buzzing there .


fn_spacy_tokens_for_baseline: It will mean added congestion on roads , which are barely adequate to cope with the present traffic , not to mention more people brought into what is now a pleasant rural area .

source_bert_toks: it will mean added congestion on roads , which are barely adequate to cope with the present traffic , not to mention more people brought into what is now a pleasant rural area .

reference_raw: This will mean adding congestion on roads that are hardly sufficient to cope with current traffic, not to mention more people being brought into what is now a pleasant rural area.

reference_spacy_tokens: This will mean adding congestion on roads that are hardly sufficient to cope with current traffic , not to mention more people being brought into what is now a pleasant rural area .


fn_spacy_tokens_for_baseline: Portugal 's very precarious foothold on the Asian coast ended in 1999 with a formal handover to China .

source_bert_toks: portugal ' s very pre ##car ##ious foot ##hold on the asian coast ended in 1999 with a formal hand ##over to china .

reference_raw: Portugal's highly uncertain foothold on the Asian coast ended in 1999 with a formal handover to China.

reference_spacy_tokens: Portugal 's highly uncertain foothold on the Asian coast ended in 1999 with a formal handover to China .


fn_spacy_tokens_for_baseline: Police are hunting two teenagers after a failed snatch from a woman carrying cash in Loftus Market Place .

source_bert_toks: police are hunting two teenagers after a failed snatch from a woman carrying cash in loft ##us market place .

reference_raw: The police are hunting two teenagers after a failed robbery of a woman carrying money at Loftus Market Place.

reference_spacy_tokens: The police are hunting two teenagers after a failed robbery of a woman carrying money at Loftus Market Place .


fn_spacy_tokens_for_baseline: Mr. Kristol , an American Enterprise Institute fellow , co - edits The Public Interest and publishes The National Interest .

source_bert_toks: mr . kris ##to ##l , an american enterprise institute fellow , co - edit ##s the public interest and publishes the national interest .

reference_raw: Mr. Kristol, a fellow U.S. Enterprise Institute, co-edits Public Interest and publishes National Interest.

reference_spacy_tokens: Mr. Kristol , a fellow U.S. Enterprise Institute , co - edits Public Interest and publishes National Interest .


fn_spacy_tokens_for_baseline: ' Cocoa ? ' she offered , coming in a little time later , carrying a small tray with three enamel mugs of steaming beverage on it , and a plate of Marie biscuits .

source_bert_toks: ' cocoa ? ' she offered , coming in a little time later , carrying a small tray with three enamel mug ##s of steaming beverage on it , and a plate of marie biscuits .

reference_raw: "Cocoa?" she offered, coming in a moment later, carrying a small tray with three enamel cups of steaming drinks and a plate of Marie cookies.

reference_spacy_tokens: " Cocoa ? " she offered , coming in a moment later , carrying a small tray with three enamel cups of steaming drinks and a plate of Marie cookies .


fn_spacy_tokens_for_baseline: Thus , the aim of this study was to evaluate retrospectively the characteristics and outcome of 56 cases of primary gastric lymphoma that have been morphologically reclassified according to recent knowledge of the MALT derived lymphomas .

source_bert_toks: thus , the aim of this study was to evaluate retrospective ##ly the characteristics and outcome of 56 cases of primary gas ##tric l ##ym ##ph ##oma that have been morphological ##ly rec ##lassified according to recent knowledge of the mal ##t derived l ##ym ##ph ##oma ##s .

reference_raw: The purpose of this study was therefore to assess retrospectively the properties and results of 56 cases of primary gastric lymphoma which were morphologically reclassified according to recent knowledge of lymphoma derived from MALT.

reference_spacy_tokens: The purpose of this study was therefore to assess retrospectively the properties and results of 56 cases of primary gastric lymphoma which were morphologically reclassified according to recent knowledge of lymphoma derived from MALT .


fn_spacy_tokens_for_baseline: In an heroic act of bravery , Leeds donated a vital organ to another club desperately in need of a new heart ( Blackburn Rovers ) .

source_bert_toks: in an heroic act of bravery , leeds donated a vital organ to another club desperately in need of a new heart ( blackburn rovers ) .

reference_raw: In a heroic act of courage, Leeds gave a vital organ to another club in desperate need of a new heart (Blackburn Rovers).

reference_spacy_tokens: In a heroic act of courage , Leeds gave a vital organ to another club in desperate need of a new heart ( Blackburn Rovers ) .


fn_spacy_tokens_for_baseline: In February 2003 , Iranian leaders announced a new plan to develop a nuclear energy plan using entirely domestic resources .

source_bert_toks: in february 2003 , iranian leaders announced a new plan to develop a nuclear energy plan using entirely domestic resources .

reference_raw: Iran's leaders announced in February 2003 a new plan for the development of a nuclear energy plan using entirely domestic resources.

reference_spacy_tokens: Iran 's leaders announced in February 2003 a new plan for the development of a nuclear energy plan using entirely domestic resources .


fn_spacy_tokens_for_baseline: Jetting across the Atlantic , after two years in America , she had looked forward to seeing her home town from the air , to retracing toy - sized , familiar landmarks , to marvelling at new unfamiliar ones .

source_bert_toks: jett ##ing across the atlantic , after two years in america , she had looked forward to seeing her home town from the air , to re ##tra ##cing toy - sized , familiar landmarks , to marvel ##ling at new unfamiliar ones .

reference_raw: When she sailed across the Atlantic, after two years in America, she was looking forward to seeing her hometown from the air, to retracing toy-size, familiar landmarks, to marveling at new unknowns.

reference_spacy_tokens: When she sailed across the Atlantic , after two years in America , she was looking forward to seeing her hometown from the air , to retracing toy - size , familiar landmarks , to marveling at new unknowns .


fn_spacy_tokens_for_baseline: Due to challenges posed by a limited source of indigenously produced precursors for CW agents , it is believed that North Korea emphasizes production of phosgene , mustard , sarin , and V - agents . ( Previous reports have also alleged a large stock of sarin nerve agent . ) In 2001 , it was estimated that there are 12 facilities in the DPRK where raw chemicals , precursors , and CW agents are produced and / or stored .

source_bert_toks: due to challenges posed by a limited source of indigenous ##ly produced precursor ##s for cw agents , it is believed that north korea emphasizes production of ph ##os ##gen ##e , mustard , sar ##in , and v - agents . ( previous reports have also alleged a large stock of sar ##in nerve agent . ) in 2001 , it was estimated that there are 12 facilities in the d ##pr ##k where raw chemicals , precursor ##s , and cw agents are produced and / or stored .

reference_raw: Due to the problems posed by the limited source of indigenous precursors to CW agents, it is considered that North Korea highlights the production of phosgenes, mustards, sarins and V agents. (Previous reports also claimed that a large stock of sarin nerve agents was produced and/or stored in the DPRK in 2001.)

reference_spacy_tokens: Due to the problems posed by the limited source of indigenous precursors to CW agents , it is considered that North Korea highlights the production of phosgenes , mustards , sarins and V agents . ( Previous reports also claimed that a large stock of sarin nerve agents was produced and/or stored in the DPRK in 2001 . )


fn_spacy_tokens_for_baseline: He turned a livid , stubbled face to the crowd .

source_bert_toks: he turned a liv ##id , stubble ##d face to the crowd .

reference_raw: He turned his limp, stubbly face to the crowd.

reference_spacy_tokens: He turned his limp , stubbly face to the crowd .


fn_spacy_tokens_for_baseline: Check nose - dot for pitch indication and be ready if necessary with slightly lower attitude to maintain speed .

source_bert_toks: check nose - dot for pitch indication and be ready if necessary with slightly lower attitude to maintain speed .

reference_raw: Check the nasal point for the pitch mark and be prepared, if necessary, with a slightly lower attitude to maintain speed.

reference_spacy_tokens: Check the nasal point for the pitch mark and be prepared , if necessary , with a slightly lower attitude to maintain speed .


fn_spacy_tokens_for_baseline: Hunters would pursue it relentlessly during the snow season , for its winter pelt was especially prized in coat and hat making .

source_bert_toks: hunters would pursue it relentless ##ly during the snow season , for its winter pe ##lt was especially prized in coat and hat making .

reference_raw: The hunters would pursue him relentlessly during the snowy season, for his winter fur was particularly prized in making coats and hats.

reference_spacy_tokens: The hunters would pursue him relentlessly during the snowy season , for his winter fur was particularly prized in making coats and hats .