fn_spacy_tokens_for_baseline: I ran hard and fast along the wet sand where it was good and firm , making a jet noise with my mouth and holding my binoculars and bag down tight to my sides .

source_bert_toks: i ran hard and fast along the wet sand where it was good and firm , making a jet noise with my mouth and holding my binoculars and bag down tight to my sides .

reference_raw: I ran hard and fast across the damp sand, where it was good and firm, making jet noises with my mouth and holding my binoculars and bag tightly to my hips.

reference_spacy_tokens: I ran hard and fast across the damp sand , where it was good and firm , making jet noises with my mouth and holding my binoculars and bag tightly to my hips .


fn_spacy_tokens_for_baseline: Stella kept her arm in the air , waving , waving long after O'Hara had swerved the motorcycle round the corner .

source_bert_toks: stella kept her arm in the air , waving , waving long after o ' hara had sw ##erved the motorcycle round the corner .

reference_raw: Stella held her hand in the air, waved and waved long after O'Hara turned the bike around the corner.

reference_spacy_tokens: Stella held her hand in the air , waved and waved long after O'Hara turned the bike around the corner .


fn_spacy_tokens_for_baseline: ' People making jokes about poppadam crumbs ?

source_bert_toks: ' people making jokes about pop ##pad ##am cr ##umb ##s ?

reference_raw: People make fun of poppadam crumbs?

reference_spacy_tokens: People make fun of poppadam crumbs ?


fn_spacy_tokens_for_baseline: A lot of food we eat contains albumen , for example , eggs and fish , and this mode allows gentle coagulation of the albumen without any fear of curdling .

source_bert_toks: a lot of food we eat contains album ##en , for example , eggs and fish , and this mode allows gentle coa ##gul ##ation of the album ##en without any fear of cu ##rd ##ling .

reference_raw: Many of the foods we eat contain albumen, e.g. eggs and fish, and this mode allows the albumen to be gently coagulated without fear of curdling.

reference_spacy_tokens: Many of the foods we eat contain albumen , e.g. eggs and fish , and this mode allows the albumen to be gently coagulated without fear of curdling .


fn_spacy_tokens_for_baseline: The authority also expressed its deeepest sympathy for Miss Howard and its admiration for her courage .

source_bert_toks: the authority also expressed its dee ##ep ##est sympathy for miss howard and its admiration for her courage .

reference_raw: The authorities also expressed their deepest sympathies with Miss Howard and their respect for her courage.

reference_spacy_tokens: The authorities also expressed their deepest sympathies with Miss Howard and their respect for her courage .


fn_spacy_tokens_for_baseline: I knocked his teeth into the back of his throat .

source_bert_toks: i knocked his teeth into the back of his throat .

reference_raw: I hit him in the back of the neck with my teeth.

reference_spacy_tokens: I hit him in the back of the neck with my teeth .


fn_spacy_tokens_for_baseline: These results , in combination with the aggregate data comparing baseline and immediate post - tests , suggest that Tar Wars is having a positive impact on these children .

source_bert_toks: these results , in combination with the aggregate data comparing baseline and immediate post - tests , suggest that tar wars is having a positive impact on these children .

reference_raw: These results, combined with aggregated data comparing baseline and immediate post-test data, indicate that Tar Wars has a positive impact on these children.

reference_spacy_tokens: These results , combined with aggregated data comparing baseline and immediate post - test data , indicate that Tar Wars has a positive impact on these children .


fn_spacy_tokens_for_baseline: Tell me what you 've been doing , while I 've been moving mountains . '

source_bert_toks: tell me what you ' ve been doing , while i ' ve been moving mountains . '

reference_raw: Tell me what you're doing when I'm moving the hills.'

reference_spacy_tokens: Tell me what you 're doing when I 'm moving the hills . '


fn_spacy_tokens_for_baseline: The taxpayer 's arguments that the rent was an annual payment payable in quarterly instalments did not assist .

source_bert_toks: the taxpayer ' s arguments that the rent was an annual payment pay ##able in quarterly ins ##tal ##ments did not assist .

reference_raw: The argument of the taxpayer that the rent was an annual instalment paid in quarterly instalments was not helpful.

reference_spacy_tokens: The argument of the taxpayer that the rent was an annual instalment paid in quarterly instalments was not helpful .


fn_spacy_tokens_for_baseline: Edward shook his head and de Warenne sheathed his knife .

source_bert_toks: edward shook his head and de ware ##nne sheath ##ed his knife .

reference_raw: Edward shook his head, and de Warenne scabbarded the knife.

reference_spacy_tokens: Edward shook his head , and de Warenne scabbarded the knife .


fn_spacy_tokens_for_baseline: I notice in your ' dedication ' , you spoke of some external , European friends who assisted you , for the first time , to write , without tears and pain .

source_bert_toks: i notice in your ' dedication ' , you spoke of some external , european friends who assisted you , for the first time , to write , without tears and pain .

reference_raw: I noticed in your dedication that you were talking about some foreign European friends who helped you write for the first time without tears or pain.

reference_spacy_tokens: I noticed in your dedication that you were talking about some foreign European friends who helped you write for the first time without tears or pain .


fn_spacy_tokens_for_baseline: He disapproved of shaving , sported a beard to his navel and was a great advocate of Swedish gymnastics .

source_bert_toks: he di ##sa ##pp ##roved of sha ##ving , sport ##ed a beard to his nave ##l and was a great advocate of swedish gymnastics .

reference_raw: He didn't approve of shaving, he sported a beard in his belly, and he was a great advocate of Swedish gymnastics.

reference_spacy_tokens: He did n't approve of shaving , he sported a beard in his belly , and he was a great advocate of Swedish gymnastics .


fn_spacy_tokens_for_baseline: Edward saw that he was teased , and smiled .

source_bert_toks: edward saw that he was teased , and smiled .

reference_raw: Edward saw that he was teasing, and he grinned.

reference_spacy_tokens: Edward saw that he was teasing , and he grinned .


fn_spacy_tokens_for_baseline: The Babylonians paid particular attention to the seven - day periods associated with successive phases of the moon , each of these periods ending with an ' evil day ' on which specific taboos were enforced so that the gods could be propitiated and conciliated .

source_bert_toks: the babylonian ##s paid particular attention to the seven - day periods associated with successive phases of the moon , each of these periods ending with an ' evil day ' on which specific taboo ##s were enforced so that the gods could be prop ##itia ##ted and con ##ci ##lia ##ted .

reference_raw: The Babylonians paid particular attention to the seven-day periods associated with the successive phases of the moon, each of which ends with a "evil day" on which special taboos have been enforced, so that the gods can be propitiated and reconciled.

reference_spacy_tokens: The Babylonians paid particular attention to the seven - day periods associated with the successive phases of the moon , each of which ends with a " evil day " on which special taboos have been enforced , so that the gods can be propitiated and reconciled .


fn_spacy_tokens_for_baseline: Forty - seven years old , creatively and emotionally sterile .

source_bert_toks: forty - seven years old , creative ##ly and emotionally sterile .

reference_raw: Forty-seven years old, creatively and with an emotional sterility.

reference_spacy_tokens: Forty - seven years old , creatively and with an emotional sterility .


fn_spacy_tokens_for_baseline: Danny was a determined old geezer but he was n't up to climbing a fire - escape in the middle of the night .

source_bert_toks: danny was a determined old gee ##zer but he wasn ' t up to climbing a fire - escape in the middle of the night .

reference_raw: Danny was a determined old fool, but he couldn't climb the fire escape in the middle of the night.

reference_spacy_tokens: Danny was a determined old fool , but he could n't climb the fire escape in the middle of the night .


fn_spacy_tokens_for_baseline: She began a reassuring smile and then stopped abruptly .

source_bert_toks: she began a reassuring smile and then stopped abruptly .

reference_raw: She started to smile comfortingly, then stopped suddenly.

reference_spacy_tokens: She started to smile comfortingly , then stopped suddenly .


fn_spacy_tokens_for_baseline: Lasbeams , gouts of flame , and ordinary bullets ripped and charred his clothes but were deflected by the energy armour he wore beneath .

source_bert_toks: las ##beam ##s , go ##uts of flame , and ordinary bullets ripped and charred his clothes but were def ##le ##cted by the energy armour he wore beneath .

reference_raw: Lasbeams, gouts of fire, and ordinary bullets ripped and burned his clothing, but the energy armor under which he wore deflected it.

reference_spacy_tokens: Lasbeams , gouts of fire , and ordinary bullets ripped and burned his clothing , but the energy armor under which he wore deflected it .


fn_spacy_tokens_for_baseline: Mrs Chalk was clattering round in the kitchen , and a savoury aroma was wafting from that region .

source_bert_toks: mrs chalk was cl ##atter ##ing round in the kitchen , and a sa ##vo ##ury aroma was wa ##fting from that region .

reference_raw: Mrs. Chalk rattled around in the kitchen, and the taste of it wafted out of the area.

reference_spacy_tokens: Mrs. Chalk rattled around in the kitchen , and the taste of it wafted out of the area .


fn_spacy_tokens_for_baseline: In case anyone is wondering , I read this cover to cover on the flight home , when I am a most captive audience for almost any reading material .

source_bert_toks: in case anyone is wondering , i read this cover to cover on the flight home , when i am a most captive audience for almost any reading material .

reference_raw: If anyone's wondering, I've read this envelope to cover my flight home, when I'm the most captivated audience of almost any reading material.

reference_spacy_tokens: If anyone 's wondering , I 've read this envelope to cover my flight home , when I 'm the most captivated audience of almost any reading material .


fn_spacy_tokens_for_baseline: And although she had not warmed instantly to either of her colleagues , it was early days yet , and unfair as well as irrational to draw conclusions on such brief acquaintanceship .

source_bert_toks: and although she had not warmed instantly to either of her colleagues , it was early days yet , and unfair as well as irrational to draw conclusions on such brief acquaintances ##hip .

reference_raw: And though she hadn't warmed up immediately to any of her colleagues, it was still early days, and it was both unfair and unreasonable to draw conclusions about such short acquaintances.

reference_spacy_tokens: And though she had n't warmed up immediately to any of her colleagues , it was still early days , and it was both unfair and unreasonable to draw conclusions about such short acquaintances .


fn_spacy_tokens_for_baseline: I want you to find out whether they 've kept any of their signing ability , and if so how much . '

source_bert_toks: i want you to find out whether they ' ve kept any of their signing ability , and if so how much . '

reference_raw: I want you to see if they've kept their signature skills, and if so, how much.'

reference_spacy_tokens: I want you to see if they 've kept their signature skills , and if so , how much . '


fn_spacy_tokens_for_baseline: They have created an experimental salt marsh by allowing coastal farmland at Northey Island in Essex to be flooded .

source_bert_toks: they have created an experimental salt marsh by allowing coastal farmland at north ##ey island in essex to be flooded .

reference_raw: They created an experimental salt swamp by flooding coastal farmland in the northey island of Essex.

reference_spacy_tokens: They created an experimental salt swamp by flooding coastal farmland in the northey island of Essex .


fn_spacy_tokens_for_baseline: Walking and swimming are also excellent for releasing tension .

source_bert_toks: walking and swimming are also excellent for releasing tension .

reference_raw: Walking and swimming are also great for relaxing tensions.

reference_spacy_tokens: Walking and swimming are also great for relaxing tensions .


fn_spacy_tokens_for_baseline: He was completely oblivious to the noise of the shells passing overhead , or the rattle of automatic fire echoing through the orchard .

source_bert_toks: he was completely oblivious to the noise of the shells passing overhead , or the rattle of automatic fire echoing through the orchard .

reference_raw: He ignored the sound of shells passing overhead, or the rattle of automatic fire echoing through the orchard.

reference_spacy_tokens: He ignored the sound of shells passing overhead , or the rattle of automatic fire echoing through the orchard .


fn_spacy_tokens_for_baseline: A misjudged pass - back by Gary McGinnis gave Drinkell a chance of a quick equaliser but a swirling wind and a difficult angle foiled him .

source_bert_toks: a mis ##ju ##dge ##d pass - back by gary mc ##gin ##nis gave drink ##ell a chance of a quick equal ##iser but a swirling wind and a difficult angle foil ##ed him .

reference_raw: Gary McGinnis' misjudgment had given Drinkell a chance to make a quick match, but the swirling wind and the difficult angle had made him uneasy.

reference_spacy_tokens: Gary McGinnis ' misjudgment had given Drinkell a chance to make a quick match , but the swirling wind and the difficult angle had made him uneasy .


fn_spacy_tokens_for_baseline: My meeting with the Countess was an uplifting occasion -- we became firm friends at once -- but also , privately , a saddening one .

source_bert_toks: my meeting with the countess was an up ##lifting occasion - - we became firm friends at once - - but also , privately , a sad ##den ##ing one .

reference_raw: My meeting with the Countess was an uplifting occasion - we immediately became firm friends - but also, in private, sad.

reference_spacy_tokens: My meeting with the Countess was an uplifting occasion - we immediately became firm friends - but also , in private , sad .


fn_spacy_tokens_for_baseline: In the mortgage deed the respondents further covenanted that they would purchase all their requirements from the appellants exclusively .

source_bert_toks: in the mortgage deed the respondents further covenant ##ed that they would purchase all their requirements from the app ##ellant ##s exclusively .

reference_raw: In the Mortgage Act, the defendants also agreed to purchase all their requirements exclusively from the appellants.

reference_spacy_tokens: In the Mortgage Act , the defendants also agreed to purchase all their requirements exclusively from the appellants .


fn_spacy_tokens_for_baseline: There was a pile of logs and some firelighters and paper in a large basket in the hearth , and Preston started to pile them in the grate while she continued her explorations in the garden .

source_bert_toks: there was a pile of logs and some fire ##light ##ers and paper in a large basket in the hearth , and preston started to pile them in the gr ##ate while she continued her exploration ##s in the garden .

reference_raw: In a large basket in the fireplace was a heap of logs and some firelighters and paper, and Preston began to stack them in the grate while she continued her research in the garden.

reference_spacy_tokens: In a large basket in the fireplace was a heap of logs and some firelighters and paper , and Preston began to stack them in the grate while she continued her research in the garden .


fn_spacy_tokens_for_baseline: ' They say foxes just take the weaker lambs , ' Small said , ' but I do n't think that 's true .

source_bert_toks: ' they say foxes just take the weaker lamb ##s , ' small said , ' but i don ' t think that ' s true .

reference_raw: 'They say that foxes only take the weakest lambs,' said Small, 'but that's not true.

reference_spacy_tokens: ' They say that foxes only take the weakest lambs , ' said Small , ' but that 's not true .


fn_spacy_tokens_for_baseline: An alternative hypothesis has been proposed , based on the observation that these ' hyper ' choleretic bile acids are excreted by the liver partly in an unconjugated form .

source_bert_toks: an alternative hypothesis has been proposed , based on the observation that these ' hyper ' cho ##ler ##etic bile acids are ex ##cre ##ted by the liver partly in an un ##con ##ju ##gated form .

reference_raw: On the basis of the observation that these "hyper" choleretic bile acids are partially eliminated by the liver in unconjugated form, an alternative hypothesis was proposed.

reference_spacy_tokens: On the basis of the observation that these " hyper " choleretic bile acids are partially eliminated by the liver in unconjugated form , an alternative hypothesis was proposed .


fn_spacy_tokens_for_baseline: The privately - owned Radio Metropole reported that three men in a parked car outside a clinic opened fire Wednesday with automatic weapons when Lieutenant Colonel Michelange Herman emerged .

source_bert_toks: the privately - owned radio metro ##pole reported that three men in a parked car outside a clinic opened fire wednesday with automatic weapons when lieutenant colonel michel ##ange herman emerged .

reference_raw: A private radio stationer reported that three men in a parked car outside the clinic opened fire on Wednesday with automatic guns when Lieutenant Colonel Michelange Herman appeared.

reference_spacy_tokens: A private radio stationer reported that three men in a parked car outside the clinic opened fire on Wednesday with automatic guns when Lieutenant Colonel Michelange Herman appeared .


fn_spacy_tokens_for_baseline: Characteristically she left it to enlist as a section officer in the photographic intelligence unit of the Women 's Auxiliary Air Force ( 1942 - 5 ) .

source_bert_toks: characteristic ##ally she left it to enlist as a section officer in the photographic intelligence unit of the women ' s auxiliary air force ( 1942 - 5 ) .

reference_raw: Characteristically, she left him to join the Women's Auxiliary Air Force's photographic intelligence unit (1942-5).

reference_spacy_tokens: Characteristically , she left him to join the Women 's Auxiliary Air Force 's photographic intelligence unit ( 1942 - 5 ) .


fn_spacy_tokens_for_baseline: Although the Government promise action to preserve hedgerows , they have not produced proposals for a hedgerow protection Bill .

source_bert_toks: although the government promise action to preserve hedge ##row ##s , they have not produced proposals for a hedge ##row protection bill .

reference_raw: While the government pledges action to protect hedgerows, it has not made proposals to protect hedgerows.

reference_spacy_tokens: While the government pledges action to protect hedgerows , it has not made proposals to protect hedgerows .


fn_spacy_tokens_for_baseline: So much has been written in recent years about Ralph Sarich 's Orbital two - stroke engine that our award for technical innovation might appear somewhat tardy .

source_bert_toks: so much has been written in recent years about ralph sar ##ich ' s orbital two - stroke engine that our award for technical innovation might appear somewhat tar ##dy .

reference_raw: Over the last few years, so much has been written about Ralph Sarich's orbital two-stroke engine that our award for technical innovation may seem a little distant.

reference_spacy_tokens: Over the last few years , so much has been written about Ralph Sarich 's orbital two - stroke engine that our award for technical innovation may seem a little distant .


fn_spacy_tokens_for_baseline: PAUL ACCOLA , Switzerland 's alpine skiing world champion , will miss the Championships in Japan in February after surgery on his left knee , which he injured in training .

source_bert_toks: paul acc ##ola , switzerland ' s alpine skiing world champion , will miss the championships in japan in february after surgery on his left knee , which he injured in training .

reference_raw: PAUL ACCOLA, the Swiss Alpine skiing champion of the world, will miss the Japanese championship in February after surgery on his left knee, which he wounded in training.

reference_spacy_tokens: PAUL ACCOLA , the Swiss Alpine skiing champion of the world , will miss the Japanese championship in February after surgery on his left knee , which he wounded in training .


fn_spacy_tokens_for_baseline: " Four Aberdeen Proving Ground employees were taken to a local hospital yesterday after a report of a chemical leak , the third incident in about a week during which workers were at risk of exposure to lethal substances at the Army base in Harford County .

source_bert_toks: " four aberdeen proving ground employees were taken to a local hospital yesterday after a report of a chemical leak , the third incident in about a week during which workers were at risk of exposure to lethal substances at the army base in ha ##rford county .

reference_raw: "Four Aberdeen Proving Ground personnel were taken to a local hospital yesterday after a chemical leak was reported, the third incident in about a week during which workers were exposed to lethal substances at Harford County military base.

reference_spacy_tokens: " Four Aberdeen Proving Ground personnel were taken to a local hospital yesterday after a chemical leak was reported , the third incident in about a week during which workers were exposed to lethal substances at Harford County military base .


fn_spacy_tokens_for_baseline: Almost without thinking , she concealed her emotion with anger and action as she sprang to her feet and tore the emeralds from her ears .

source_bert_toks: almost without thinking , she concealed her emotion with anger and action as she sprang to her feet and tore the emerald ##s from her ears .

reference_raw: Almost without thinking, she hid her emotions with anger and action as she jumped to her feet and tore the emeralds out of her ears.

reference_spacy_tokens: Almost without thinking , she hid her emotions with anger and action as she jumped to her feet and tore the emeralds out of her ears .


fn_spacy_tokens_for_baseline: Most of lowland Britain is intensively cultivated ; upland areas tend to be used for sheep farming and/or for game ( grouse , deer etc . ) as well as for other recreational activities .

source_bert_toks: most of lowland britain is intensive ##ly cultivated ; upland areas tend to be used for sheep farming and / or for game ( gr ##ouse , deer etc . ) as well as for other recreational activities .

reference_raw: Most of the lowlands of the United Kingdom are heavily cultivated; mountain areas are usually used for sheep farming and/or game (grouse, deer, etc.) as well as for other recreational activities.

reference_spacy_tokens: Most of the lowlands of the United Kingdom are heavily cultivated ; mountain areas are usually used for sheep farming and/or game ( grouse , deer , etc . ) as well as for other recreational activities .


fn_spacy_tokens_for_baseline: October and November passed in wild untidy days and wet nights which left the windows plastered with yellow leaves .

source_bert_toks: october and november passed in wild un ##ti ##dy days and wet nights which left the windows plastered with yellow leaves .

reference_raw: October and November passed in wild, untidy days and wet nights, leaving the windows covered with yellow leaves.

reference_spacy_tokens: October and November passed in wild , untidy days and wet nights , leaving the windows covered with yellow leaves .


fn_spacy_tokens_for_baseline: When the door quietly swung to , she paid it no mind .

source_bert_toks: when the door quietly swung to , she paid it no mind .

reference_raw: She ignored it as the door turned silently.

reference_spacy_tokens: She ignored it as the door turned silently .


fn_spacy_tokens_for_baseline: ' I 'm not at liberty to divulge , ' said the postmaster .

source_bert_toks: ' i ' m not at liberty to di ##vu ##lge , ' said the postmaster .

reference_raw: "I can't tell you," the postmaster said.

reference_spacy_tokens: " I ca n't tell you , " the postmaster said .


fn_spacy_tokens_for_baseline: The herbal extract shows success in treating mild dementia and preventing Alzheimer 's memory loss .

source_bert_toks: the herbal extract shows success in treating mild dementia and preventing alzheimer ' s memory loss .

reference_raw: Herbal extracts show successful treatment of mild dementia and prevention of memory loss of Alzheimer.

reference_spacy_tokens: Herbal extracts show successful treatment of mild dementia and prevention of memory loss of Alzheimer .


fn_spacy_tokens_for_baseline: For one GI there is a brief visit to Saigon , cut short when his money is exhausted .

source_bert_toks: for one gi there is a brief visit to saigon , cut short when his money is exhausted .

reference_raw: There's a short visit to Saigon for one of the GIs, cut short when his money's exhausted.

reference_spacy_tokens: There 's a short visit to Saigon for one of the GIs , cut short when his money 's exhausted .


fn_spacy_tokens_for_baseline: New tests have shown that homes throughout an entire county could be at risk from the radioactive gas Radon .

source_bert_toks: new tests have shown that homes throughout an entire county could be at risk from the radioactive gas ra ##don .

reference_raw: New tests show that homes all over the country may be endangered by radio-gas radon.

reference_spacy_tokens: New tests show that homes all over the country may be endangered by radio - gas radon .


fn_spacy_tokens_for_baseline: It is important , however , to consider their overall arrangement and that of their associated features .

source_bert_toks: it is important , however , to consider their overall arrangement and that of their associated features .

reference_raw: However, it is important to take into account their overall structure and their related characteristics.

reference_spacy_tokens: However , it is important to take into account their overall structure and their related characteristics .


fn_spacy_tokens_for_baseline: From its rear chassis , two heavy chains were securely attached to the steel bars of the gates .

source_bert_toks: from its rear chassis , two heavy chains were securely attached to the steel bars of the gates .

reference_raw: Two heavy chains were secured securely to the steel bars of the gate from the rear chassis.

reference_spacy_tokens: Two heavy chains were secured securely to the steel bars of the gate from the rear chassis .


fn_spacy_tokens_for_baseline: The X - ray image produced is nothing more than a large amorphous black mass . I fear that for every trash truck caught carrying contraband into Michigan , many more get through undetected with drugs , medical waste or other illegal material .

source_bert_toks: the x - ray image produced is nothing more than a large amor ##ph ##ous black mass . i fear that for every trash truck caught carrying contra ##band into michigan , many more get through und ##ete ##cted with drugs , medical waste or other illegal material .

reference_raw: The X-ray image produced is nothing more than a large amorphous black mass. I'm afraid that for every garbage truck caught carrying contraband to Michigan, a lot of others will pass undetected by drugs, medical waste, or other illicit materials.

reference_spacy_tokens: The X - ray image produced is nothing more than a large amorphous black mass . I 'm afraid that for every garbage truck caught carrying contraband to Michigan , a lot of others will pass undetected by drugs , medical waste , or other illicit materials .


fn_spacy_tokens_for_baseline: They swim beneath the surface with sharp black fins , waiting to attack .

source_bert_toks: they swim beneath the surface with sharp black fins , waiting to attack .

reference_raw: Swimming under the surface with sharp black flippers, they wait for the attack.

reference_spacy_tokens: Swimming under the surface with sharp black flippers , they wait for the attack .


fn_spacy_tokens_for_baseline: There are paired but separate chambers for the sultan and the valide sultan , each having a changing room , a cool room , and a hot room .

source_bert_toks: there are paired but separate chambers for the sultan and the valid ##e sultan , each having a changing room , a cool room , and a hot room .

reference_raw: For a sultan and a valide sultan, there are coupled but separate chambers, each with a changing room, a cold room, and a hot room.

reference_spacy_tokens: For a sultan and a valide sultan , there are coupled but separate chambers , each with a changing room , a cold room , and a hot room .


fn_spacy_tokens_for_baseline: The Ulster Unionist chairman said that just over 11 years ago an 11-year - old boy had been killed in a no - warning IRA bomb blast in the town .

source_bert_toks: the ulster unionist chairman said that just over 11 years ago an 11 - year - old boy had been killed in a no - warning ira bomb blast in the town .

reference_raw: The Ulster Unionist President said that just 11 years ago, an 11-year-old kid was killed in a city bombing that didn't warn the IRA.

reference_spacy_tokens: The Ulster Unionist President said that just 11 years ago , an 11-year - old kid was killed in a city bombing that did n't warn the IRA .


fn_spacy_tokens_for_baseline: Such a hypothesis could explain the paradoxical inverse relation between serum cholesterol concentrations and colorectal carcinomas detected in certain western , or at least ' westernised ' populations .

source_bert_toks: such a hypothesis could explain the paradox ##ical inverse relation between serum cho ##les ##terol concentrations and color ##ect ##al car ##cino ##mas detected in certain western , or at least ' western ##ised ' populations .

reference_raw: Such a hypothesis could account for the paradoxical inverse relationship between serum cholesterol concentrations and colorectal cancers found in some Western, or at least Western, populations.

reference_spacy_tokens: Such a hypothesis could account for the paradoxical inverse relationship between serum cholesterol concentrations and colorectal cancers found in some Western , or at least Western , populations .


fn_spacy_tokens_for_baseline: ' Laura ! ' he groaned , tossing aside his shirt and swiftly divesting himself of his clothes before lying down on the bed beside her .

source_bert_toks: ' laura ! ' he groaned , tossing aside his shirt and swiftly dive ##sti ##ng himself of his clothes before lying down on the bed beside her .

reference_raw: "Laura!" he moaned, tossing off his shirt and quickly getting off his clothes before he lay down on the bed next to her.

reference_spacy_tokens: " Laura ! " he moaned , tossing off his shirt and quickly getting off his clothes before he lay down on the bed next to her .


fn_spacy_tokens_for_baseline: On taking up the job , the applicant will be granted provisional membership of Equity .

source_bert_toks: on taking up the job , the applicant will be granted provisional membership of equity .

reference_raw: Once the applicant has taken up his/her duties, he/she will be provisionally admitted to equity.

reference_spacy_tokens: Once the applicant has taken up his / her duties , he / she will be provisionally admitted to equity .


fn_spacy_tokens_for_baseline: On one hand it is it is remarkable that the president is devoting as much time and as much money uh all towards a disease that does n't exist yet .

source_bert_toks: on one hand it is it is remarkable that the president is dev ##oting as much time and as much money uh all towards a disease that doesn ' t exist yet .

reference_raw: On the one hand, it is remarkable that the President devotes so much time and so much cash to a disease that does not yet exist.

reference_spacy_tokens: On the one hand , it is remarkable that the President devotes so much time and so much cash to a disease that does not yet exist .


fn_spacy_tokens_for_baseline: Iran , however , lost both the ballistic missile race and arguably the war , which only served to reinforce its desire to possess and produce ballistic missiles .

source_bert_toks: iran , however , lost both the ballistic missile race and arguably the war , which only served to reinforce its desire to possess and produce ballistic missiles .

reference_raw: But Iran has failed both a ballistic missile race and, presumably, a war that serves only to strengthen its desire to own and produce ballistic missiles.

reference_spacy_tokens: But Iran has failed both a ballistic missile race and , presumably , a war that serves only to strengthen its desire to own and produce ballistic missiles .


fn_spacy_tokens_for_baseline: Mr Waller lashed out with a chisel , stabbing Terry Malone in the chest .

source_bert_toks: mr waller lashed out with a chi ##sel , stabbing terry malone in the chest .

reference_raw: Mr. Waller lashed out with his chisel and stabbed Terry Malone in the breast.

reference_spacy_tokens: Mr. Waller lashed out with his chisel and stabbed Terry Malone in the breast .


fn_spacy_tokens_for_baseline: A trickle of water seeping out from under the rocks had damped the red clay of which the track was composed , making an ideal surface for the impression of tracks .

source_bert_toks: a trickle of water see ##ping out from under the rocks had damp ##ed the red clay of which the track was composed , making an ideal surface for the impression of tracks .

reference_raw: A stream of water leaking from beneath the rocks dampened the red clay of which the track was composed, creating an ideal surface for the impression of footprints.

reference_spacy_tokens: A stream of water leaking from beneath the rocks dampened the red clay of which the track was composed , creating an ideal surface for the impression of footprints .


fn_spacy_tokens_for_baseline: In January 2004 , a delegation of American private citizens confirmed that the cannisters in the temporary storage pond were empty .

source_bert_toks: in january 2004 , a delegation of american private citizens confirmed that the can ##nist ##ers in the temporary storage pond were empty .

reference_raw: In January 2004, a delegation of U.S. private citizens confirmed that the canisters in the temporary storage pond were vacant.

reference_spacy_tokens: In January 2004 , a delegation of U.S. private citizens confirmed that the canisters in the temporary storage pond were vacant .


fn_spacy_tokens_for_baseline: Approximately 140 persons , including fire - fighters from several fire departments , and personnel from the Civil Defence and the Home Guard are working to curtail the fire .

source_bert_toks: approximately 140 persons , including fire - fighters from several fire departments , and personnel from the civil defence and the home guard are working to curt ##ail the fire .

reference_raw: Around 140 people work to reduce fires, including firefighters from several fire departments, as well as civil defense and Home Guard personnel.

reference_spacy_tokens: Around 140 people work to reduce fires , including firefighters from several fire departments , as well as civil defense and Home Guard personnel .


fn_spacy_tokens_for_baseline: Sheik Maqdasi did not criticize Sheik Bin Baz 's only for his edict which emphasizes not to consider a regime an apostate if it has n't adhered to Islamic laws .

source_bert_toks: she ##ik ma ##q ##das ##i did not critic ##ize she ##ik bin ba ##z ' s only for his edict which emphasizes not to consider a regime an ap ##osta ##te if it hasn ' t adhere ##d to islamic laws .

reference_raw: Sheik Maqdasi did not criticize Sheik Bin Baz only for his edict, stressing that the regime should not be regarded as a renegade if it did not comply with Islamic law.

reference_spacy_tokens: Sheik Maqdasi did not criticize Sheik Bin Baz only for his edict , stressing that the regime should not be regarded as a renegade if it did not comply with Islamic law .


fn_spacy_tokens_for_baseline: After the first night there was the traditional party at Sardi 's while the reviews were awaited .

source_bert_toks: after the first night there was the traditional party at sar ##di ' s while the reviews were awaited .

reference_raw: There was a traditional party at Sardi's after the first night, while the reviews were waiting.

reference_spacy_tokens: There was a traditional party at Sardi 's after the first night , while the reviews were waiting .


fn_spacy_tokens_for_baseline: In the heart of the African rain forest a chameleon crouches on a branch , stalking an insect .

source_bert_toks: in the heart of the african rain forest a cha ##mel ##eon crouch ##es on a branch , stalking an insect .

reference_raw: In the heart of the African rainforest, a chameleon squats on a branch and watches the insects.

reference_spacy_tokens: In the heart of the African rainforest , a chameleon squats on a branch and watches the insects .


fn_spacy_tokens_for_baseline: Aunt Sarah 's voice was warm , remorseful .

source_bert_toks: aunt sarah ' s voice was warm , remorse ##ful .

reference_raw: Aunt Sarah's voice was warm and regretful.

reference_spacy_tokens: Aunt Sarah 's voice was warm and regretful .


fn_spacy_tokens_for_baseline: Certainly , the general intention of the statute is entirely laudable .

source_bert_toks: certainly , the general intention of the statute is entirely lau ##dable .

reference_raw: The general intention of the Statute is certainly commendable.

reference_spacy_tokens: The general intention of the Statute is certainly commendable .


fn_spacy_tokens_for_baseline: Soviet BW scientists also researched , developed , and produced anti - crop and anti - livestock agents .

source_bert_toks: soviet b ##w scientists also researched , developed , and produced anti - crop and anti - livestock agents .

reference_raw: Soviet BW scientists have also explored, developed and produced anti-crop and anti-animal agents.

reference_spacy_tokens: Soviet BW scientists have also explored , developed and produced anti - crop and anti - animal agents .


fn_spacy_tokens_for_baseline: It was a painful and upsetting divorce and I often felt completely swamped by guilt at having left my children .

source_bert_toks: it was a painful and upset ##ting divorce and i often felt completely swamp ##ed by guilt at having left my children .

reference_raw: It was a painful and irritating divorce, and I often felt completely overwhelmed by the guilt of leaving my children.

reference_spacy_tokens: It was a painful and irritating divorce , and I often felt completely overwhelmed by the guilt of leaving my children .


fn_spacy_tokens_for_baseline: " The installation of monitoring systems and surveillance is taking place correctly and in the past days , the monitoring system has been strengthened , and there is no problem regarding this issue between Iran and the agency , " the official added ( Reuters / New York Times , Feb. 2 ) .

source_bert_toks: " the installation of monitoring systems and surveillance is taking place correctly and in the past days , the monitoring system has been strengthened , and there is no problem regarding this issue between iran and the agency , " the official added ( reuters / new york times , feb . 2 ) .

reference_raw: "The installation of monitoring and surveillance systems is correct and the monitoring system has been strengthened in recent days and there is no problem between Iran and the Agency," the official added (Reuters/New York Times, February 2).

reference_spacy_tokens: " The installation of monitoring and surveillance systems is correct and the monitoring system has been strengthened in recent days and there is no problem between Iran and the Agency , " the official added ( Reuters / New York Times , February 2 ) .


fn_spacy_tokens_for_baseline: Also worth investigating are contemporary handicrafts , both Portuguese and Chinese , from across the border .

source_bert_toks: also worth investigating are contemporary hand ##ic ##raf ##ts , both portuguese and chinese , from across the border .

reference_raw: Contemporary handicrafts, both in Portugal and in China, from across the border are also worth investigating.

reference_spacy_tokens: Contemporary handicrafts , both in Portugal and in China , from across the border are also worth investigating .


fn_spacy_tokens_for_baseline: Thwing and Octon , with a total population of some 200 souls , is completely rural in character with no intrusive housing schemes to mar the landscape of rolling wold .

source_bert_toks: th ##wing and oct ##on , with a total population of some 200 souls , is completely rural in character with no int ##rus ##ive housing schemes to mar the landscape of rolling wo ##ld .

reference_raw: Thwing and Octon, with a total population of about 200 souls, are completely rural in nature and have no intrusive housing systems for marring the landscape of rolling rock.

reference_spacy_tokens: Thwing and Octon , with a total population of about 200 souls , are completely rural in nature and have no intrusive housing systems for marring the landscape of rolling rock .


fn_spacy_tokens_for_baseline: An economist would frame this question in terms of a cost -- benefit analysis : the maximisation of returns for the minimum amount of effort injected .

source_bert_toks: an economist would frame this question in terms of a cost - - benefit analysis : the maxim ##isation of returns for the minimum amount of effort injected .

reference_raw: An economist would base this question on a cost-benefit analysis: maximising returns for the minimum amount of effort invested.

reference_spacy_tokens: An economist would base this question on a cost - benefit analysis : maximising returns for the minimum amount of effort invested .


fn_spacy_tokens_for_baseline: THREE conservation groups called yesterday for a boycott of Faroese fish in an attempt to halt the annual slaughter of pilot whales by the islanders .

source_bert_toks: three conservation groups called yesterday for a boycott of far ##oese fish in an attempt to halt the annual slaughter of pilot whales by the islanders .

reference_raw: THREE Preservation Groups called yesterday for a Faroe fish boycott in order to stop the annual killing of pilot whales by Islanders.

reference_spacy_tokens: THREE Preservation Groups called yesterday for a Faroe fish boycott in order to stop the annual killing of pilot whales by Islanders .


fn_spacy_tokens_for_baseline: Yeah right .

source_bert_toks: yeah right .

reference_raw: Yes, of course.

reference_spacy_tokens: Yes , of course .


fn_spacy_tokens_for_baseline: Eryngium eburneum is the most frequently seen of several similar eryngiums , all of which boast bold clumps of long , narrow evergreen leaves .

source_bert_toks: er ##yn ##gi ##um e ##burn ##eum is the most frequently seen of several similar er ##yn ##gi ##ums , all of which bo ##ast bold cl ##ump ##s of long , narrow evergreen leaves .

reference_raw: Eryngium eburneum is most frequently seen in several similar eryngiums, all of which boast bold clusters of long, narrow, evergreen leaves.

reference_spacy_tokens: Eryngium eburneum is most frequently seen in several similar eryngiums , all of which boast bold clusters of long , narrow , evergreen leaves .


fn_spacy_tokens_for_baseline: The doctor 's duty is limited to the control , to the extent that it is possible , of discomforting symptoms .

source_bert_toks: the doctor ' s duty is limited to the control , to the extent that it is possible , of discomfort ##ing symptoms .

reference_raw: The doctor's duties are limited to checking for unpleasant symptoms as far as possible.

reference_spacy_tokens: The doctor 's duties are limited to checking for unpleasant symptoms as far as possible .


fn_spacy_tokens_for_baseline: One is perplexed how it affects the rest of the lunar cycle .

source_bert_toks: one is per ##plex ##ed how it affects the rest of the lunar cycle .

reference_raw: One wonders how it affects the rest of the moon cycle.

reference_spacy_tokens: One wonders how it affects the rest of the moon cycle .


fn_spacy_tokens_for_baseline: This single incident caused more than 3,000 deaths .

source_bert_toks: this single incident caused more than 3 , 000 deaths .

reference_raw: This one accident has caused over 3,000 deaths.

reference_spacy_tokens: This one accident has caused over 3,000 deaths .


fn_spacy_tokens_for_baseline: She has been acclaimed as the greatest Canadian painter of the century , while her four books are said to have reached new heights of perception and understanding in the annals of Canadian literature .

source_bert_toks: she has been acclaimed as the greatest canadian painter of the century , while her four books are said to have reached new heights of perception and understanding in the annals of canadian literature .

reference_raw: She was recognized as the greatest Canadian painter of the century, and her four books were said to have reached new heights of perception and understanding in the annals of Canadian literature.

reference_spacy_tokens: She was recognized as the greatest Canadian painter of the century , and her four books were said to have reached new heights of perception and understanding in the annals of Canadian literature .


fn_spacy_tokens_for_baseline: Stagnant pools of filth made us cover our mouths and noses whilst we kept bobbing our heads to avoid the painted signs which hung outside every house .

source_bert_toks: st ##ag ##nant pools of fi ##lth made us cover our mouths and noses whilst we kept bob ##bing our heads to avoid the painted signs which hung outside every house .

reference_raw: The stagnant pools of dirt forced us to cover our mouths and noses while we kept bobbing our heads to avoid the colored signs that hung in front of each house.

reference_spacy_tokens: The stagnant pools of dirt forced us to cover our mouths and noses while we kept bobbing our heads to avoid the colored signs that hung in front of each house .


fn_spacy_tokens_for_baseline: It would be misleading therefore , effectively to write off the outer circle of kin as significant sources of support in British society .

source_bert_toks: it would be misleading therefore , effectively to write off the outer circle of kin as significant sources of support in british society .

reference_raw: It would therefore be misleading and effective to write off the outer ring of relatives as an important source of support for British society.

reference_spacy_tokens: It would therefore be misleading and effective to write off the outer ring of relatives as an important source of support for British society .


fn_spacy_tokens_for_baseline: Hospital worker stabbed in neck

source_bert_toks: hospital worker stabbed in neck

reference_raw: A hospital worker stuck in the neck

reference_spacy_tokens: A hospital worker stuck in the neck


fn_spacy_tokens_for_baseline: She waggled suggestive eyebrows , stared at him from under her eyelashes .

source_bert_toks: she wa ##ggle ##d suggest ##ive eyebrows , stared at him from under her eyelashes .

reference_raw: She waved a suggestive eyebrow and looked at him from under the algae.

reference_spacy_tokens: She waved a suggestive eyebrow and looked at him from under the algae .


fn_spacy_tokens_for_baseline: Austria 's smallest and most westerly province , bordering on the Tryol , Lichtenstein , Switzerland and Germany , Vorarlberg has been dubbed The Children 's Wonderland .

source_bert_toks: austria ' s smallest and most west ##erly province , bordering on the try ##ol , li ##cht ##enstein , switzerland and germany , vo ##rar ##lberg has been dubbed the children ' s wonderland .

reference_raw: The smallest and most western province of Austria, bordering the Tryol, Lichtenstein, Switzerland and Germany, Vorarlberg was called the Wonderland of Children.

reference_spacy_tokens: The smallest and most western province of Austria , bordering the Tryol , Lichtenstein , Switzerland and Germany , Vorarlberg was called the Wonderland of Children .


fn_spacy_tokens_for_baseline: Almost concurrently came the report of Geoffrey Boycott having his golf clubs lifted from a train and chasing after the thief as though in pursuit of one of his own runs .

source_bert_toks: almost concurrently came the report of geoffrey boycott having his golf clubs lifted from a train and chasing after the thief as though in pursuit of one of his own runs .

reference_raw: Almost simultaneously, there was a report that Geoffrey Boycott had picked up his golf clubs from the train and chased the thief as if in pursuit of one of his own runs.

reference_spacy_tokens: Almost simultaneously , there was a report that Geoffrey Boycott had picked up his golf clubs from the train and chased the thief as if in pursuit of one of his own runs .


fn_spacy_tokens_for_baseline: The Sergeant 's deepening frown showed he 'd reached his limit of forbearance .

source_bert_toks: the sergeant ' s deep ##ening frown showed he ' d reached his limit of for ##be ##aran ##ce .

reference_raw: The sergeant's deepening scowl showed that he had reached the limit of tolerance.

reference_spacy_tokens: The sergeant 's deepening scowl showed that he had reached the limit of tolerance .


fn_spacy_tokens_for_baseline: The smell of the steaming meat tormented them until their mouths slavered and their eyes rolled .

source_bert_toks: the smell of the steaming meat tormented them until their mouths slave ##red and their eyes rolled .

reference_raw: The smell of steaming flesh tortured them until their mouths were enslaved and their eyes rolled.

reference_spacy_tokens: The smell of steaming flesh tortured them until their mouths were enslaved and their eyes rolled .


fn_spacy_tokens_for_baseline: Foam boiled up round the seal 's flank , then fell away with a soft , diminishing hiss .

source_bert_toks: foam boiled up round the seal ' s flank , then fell away with a soft , dim ##ini ##shing hiss .

reference_raw: Foam boiled around the side of the seal, then fell away with a soft, thinning sizzle.

reference_spacy_tokens: Foam boiled around the side of the seal , then fell away with a soft , thinning sizzle .


fn_spacy_tokens_for_baseline: ' Nine high - ranking officers , including four generals , face possible charges for mishandling either the notification or a series of investigations of the affair .

source_bert_toks: ' nine high - ranking officers , including four generals , face possible charges for mis ##hand ##ling either the notification or a series of investigations of the affair .

reference_raw: 'Nine high-ranking officers, including four generals, face potential charges of mishandling a report or a series of investigations into the matter.

reference_spacy_tokens: ' Nine high - ranking officers , including four generals , face potential charges of mishandling a report or a series of investigations into the matter .


fn_spacy_tokens_for_baseline: Gandhi claims that it can not be used in an unjust cause but what he might mean is that it should not be used in an unjust cause .

source_bert_toks: gandhi claims that it can not be used in an un ##just cause but what he might mean is that it should not be used in an un ##just cause .

reference_raw: Gandhi claims that it cannot be used for an unfair reason, but that it may mean that it should not be used for an unfair reason.

reference_spacy_tokens: Gandhi claims that it can not be used for an unfair reason , but that it may mean that it should not be used for an unfair reason .


fn_spacy_tokens_for_baseline: The white foreigners may have partitioned and ruled their land for seventy years , but that did n't make him and his countrymen ' yellows , ' ' Annamites ' or ' Annamese . '

source_bert_toks: the white foreigners may have partition ##ed and ruled their land for seventy years , but that didn ' t make him and his country ##men ' yellow ##s , ' ' anna ##mite ##s ' or ' anna ##mes ##e . '

reference_raw: White aliens might have split up and ruled their country for seventy years, but that didn't mean he and his countrymen were yellow, "Annamites" or "Annamese."

reference_spacy_tokens: White aliens might have split up and ruled their country for seventy years , but that did n't mean he and his countrymen were yellow , " Annamites " or " Annamese . "


fn_spacy_tokens_for_baseline: Some researchers showed , with an unkind experiment on monkeys , that in a cooperative electric - shock avoidance learning situation , the isolation - reared monkeys performed poorly in comparison to wild - born monkeys .

source_bert_toks: some researchers showed , with an un ##kind experiment on monkeys , that in a cooperative electric - shock avoidance learning situation , the isolation - reared monkeys performed poorly in comparison to wild - born monkeys .

reference_raw: Some researchers have shown, with a nasty experiment on monkeys, that in a collaborative study of electric shock avoidance, isolated monkeys perform poorly compared to wild-born monkeys.

reference_spacy_tokens: Some researchers have shown , with a nasty experiment on monkeys , that in a collaborative study of electric shock avoidance , isolated monkeys perform poorly compared to wild - born monkeys .


fn_spacy_tokens_for_baseline: The female eider duck is abandoned by her drake just as soon as she starts incubating the eggs .

source_bert_toks: the female e ##ider duck is abandoned by her drake just as soon as she starts inc ##uba ##ting the eggs .

reference_raw: The female eider duck is left behind by the drake as soon as the eggs begin to incubate.

reference_spacy_tokens: The female eider duck is left behind by the drake as soon as the eggs begin to incubate .


fn_spacy_tokens_for_baseline: The Empire 's greatest general and the mightiest Orc Warlord of the age fell upon each other with the fury of ancient enemies .

source_bert_toks: the empire ' s greatest general and the might ##iest or ##c warlord of the age fell upon each other with the fury of ancient enemies .

reference_raw: The greatest general of the Empire and the most powerful goblin warrior of all time fell on each other with the ferocity of ancient enemies.

reference_spacy_tokens: The greatest general of the Empire and the most powerful goblin warrior of all time fell on each other with the ferocity of ancient enemies .


fn_spacy_tokens_for_baseline: I 've been asleep , lulled by competent hands rubbing aromatic oils into my aching shoulderblades .

source_bert_toks: i ' ve been asleep , lu ##lled by competent hands rubbing aromatic oils into my aching shoulder ##bla ##des .

reference_raw: I was asleep, lulled by competent hands, wiping aromatic oils into my aching shoulder blades.

reference_spacy_tokens: I was asleep , lulled by competent hands , wiping aromatic oils into my aching shoulder blades .


fn_spacy_tokens_for_baseline: Eva had to cover a chair in stapled - together plastic bags before it was hygienic enough for his arse .

source_bert_toks: eva had to cover a chair in staple ##d - together plastic bags before it was h ##y ##gie ##nic enough for his ars ##e .

reference_raw: Eva had to wrap the chair in a pair of stapled plastic bags before it was hygienic enough for his ass.

reference_spacy_tokens: Eva had to wrap the chair in a pair of stapled plastic bags before it was hygienic enough for his ass .


fn_spacy_tokens_for_baseline: If the nature of the terrain does not allow it , then it should be on the other side of the road .

source_bert_toks: if the nature of the terrain does not allow it , then it should be on the other side of the road .

reference_raw: If the nature of the terrain does not permit it, it should be across the road.

reference_spacy_tokens: If the nature of the terrain does not permit it , it should be across the road .


fn_spacy_tokens_for_baseline: Coaches are generally asked to give an undertaking that their entries all comply with age ceilings .

source_bert_toks: coaches are generally asked to give an undertaking that their entries all comply with age ceilings .

reference_raw: As a general rule, coaches are required to commit that all their entries comply with the age limits.

reference_spacy_tokens: As a general rule , coaches are required to commit that all their entries comply with the age limits .


fn_spacy_tokens_for_baseline: The 2nd Cavalry Regiment [ at Fort Lewis ] recently received three vehicles that can detect radiation or biological and chemical hazards while keeping the soldiers safe inside .

source_bert_toks: the 2nd cavalry regiment [ at fort lewis ] recently received three vehicles that can detect radiation or biological and chemical hazards while keeping the soldiers safe inside .

reference_raw: The 2nd Cavalry Regiment [At Fort Lewis] has recently received three vehicles that can identify radiation or biological and chemical hazards while keeping the troops safe inside.

reference_spacy_tokens: The 2nd Cavalry Regiment [ At Fort Lewis ] has recently received three vehicles that can identify radiation or biological and chemical hazards while keeping the troops safe inside .


fn_spacy_tokens_for_baseline: I am worried about the partnership , ' says United 's manager .

source_bert_toks: i am worried about the partnership , ' says united ' s manager .

reference_raw: I'm afraid of a partnership,' says United's manager.

reference_spacy_tokens: I 'm afraid of a partnership , ' says United 's manager .


fn_spacy_tokens_for_baseline: Ask them to look out particularly for any signs of dredging for oysters , in the creeks , or just offshore . '

source_bert_toks: ask them to look out particularly for any signs of dr ##edging for oyster ##s , in the creeks , or just offshore . '

reference_raw: Ask them to keep an eye out for signs of dredging oysters, streams, or just off the coast.'

reference_spacy_tokens: Ask them to keep an eye out for signs of dredging oysters , streams , or just off the coast . '


fn_spacy_tokens_for_baseline: Although microchips give machines only a smidgen of intelligence , that can go a long way when sensibly applied by human masters .

source_bert_toks: although micro ##chi ##ps give machines only a sm ##idge ##n of intelligence , that can go a long way when sen ##si ##bly applied by human masters .

reference_raw: Although microchips only give machines a smidge of intelligence, it can go far if human masters use it wisely.

reference_spacy_tokens: Although microchips only give machines a smidge of intelligence , it can go far if human masters use it wisely .


fn_spacy_tokens_for_baseline: Winners of the Considerate Hoteliers Award scheme received their accolades from Deputy Manager of Westminster , Cllr Angela Hooper .

source_bert_toks: winners of the consider ##ate hotel ##iers award scheme received their accolades from deputy manager of westminster , cl ##lr angela hooper .

reference_raw: The winners of the Considerate Hoteliers Award scheme received an acknowledgment from the Deputy Director of Westminster, Clr Angela Hooper.

reference_spacy_tokens: The winners of the Considerate Hoteliers Award scheme received an acknowledgment from the Deputy Director of Westminster , Clr Angela Hooper .


fn_spacy_tokens_for_baseline: " You bastard ! " she hissed .

source_bert_toks: " you bastard ! " she hissed .

reference_raw: "You bastard!" she said.

reference_spacy_tokens: " You bastard ! " she said .


fn_spacy_tokens_for_baseline: Their last known descendant , Nathaniel Salperton , was among those executed after the Monmouth rebellion in 1685 .

source_bert_toks: their last known descendant , nathaniel sal ##per ##ton , was among those executed after the monmouth rebellion in 1685 .

reference_raw: Their last known offspring, Nathaniel Salperton, was one of the ones executed after the Monmouth Rebellion in 1685.

reference_spacy_tokens: Their last known offspring , Nathaniel Salperton , was one of the ones executed after the Monmouth Rebellion in 1685 .


fn_spacy_tokens_for_baseline: The subsequent fall in UK prices greatly closed that gap , prompting the export dependent Dutch and Danish to further lower their prices to maintain a price differential of some kind .

source_bert_toks: the subsequent fall in uk prices greatly closed that gap , prompting the export dependent dutch and danish to further lower their prices to maintain a price differential of some kind .

reference_raw: The subsequent fall in prices in the United Kingdom significantly closed this gap and prompted the Dutch and Danish export dependants to further reduce their prices in order to maintain some price difference.

reference_spacy_tokens: The subsequent fall in prices in the United Kingdom significantly closed this gap and prompted the Dutch and Danish export dependants to further reduce their prices in order to maintain some price difference .


fn_spacy_tokens_for_baseline: " When I first came to Goodwill I was a single parent with little or no self - esteem .

source_bert_toks: " when i first came to goodwill i was a single parent with little or no self - esteem .

reference_raw: "When I first arrived in Goodwill, I was a single parent with little or no self-respect."

reference_spacy_tokens: " When I first arrived in Goodwill , I was a single parent with little or no self - respect . "


fn_spacy_tokens_for_baseline: He 's been arrested 32 times for shoplifting , but each time magistrates ruled the offences were n't serious enough for him to be detained , where he might have got the treatment he needs .

source_bert_toks: he ' s been arrested 32 times for shop ##lifting , but each time magistrates ruled the offences weren ' t serious enough for him to be detained , where he might have got the treatment he needs .

reference_raw: He was busted 32 times for shoplifting, but every time the judges decided that the crimes were not serious enough to hold him, where he could get the treatment he needed.

reference_spacy_tokens: He was busted 32 times for shoplifting , but every time the judges decided that the crimes were not serious enough to hold him , where he could get the treatment he needed .


fn_spacy_tokens_for_baseline: The forest became a blur of green around her until at last she tore into Mada Joyce 's yard , her long limbs flailing , sending the fowls squawking under the house in panic .

source_bert_toks: the forest became a blur of green around her until at last she tore into mad ##a joyce ' s yard , her long limbs fl ##ailing , sending the f ##ow ##ls sq ##ua ##wk ##ing under the house in panic .

reference_raw: The forest was a blur of green around her, until she finally broke into Mada Joyce's backyard, her long legs flapping, and the birds squealed under the house in panic.

reference_spacy_tokens: The forest was a blur of green around her , until she finally broke into Mada Joyce 's backyard , her long legs flapping , and the birds squealed under the house in panic .


fn_spacy_tokens_for_baseline: He reigned from 37 to 4 b.c . , during which time he fortified the Hasmonean wall and rebuilt the defense towers beside Jaffa Gate , the foundation of which still stand .

source_bert_toks: he reigned from 37 to 4 b . c . , during which time he fortified the has ##mon ##ean wall and rebuilt the defense towers beside ja ##ffa gate , the foundation of which still stand .

reference_raw: He ruled from 37 to 4:00 p.m., during which time he fortified the Hasmonean wall and rebuilt the defense towers next to the Jaffa Gate, whose foundations were still in place.

reference_spacy_tokens: He ruled from 37 to 4:00 p.m. , during which time he fortified the Hasmonean wall and rebuilt the defense towers next to the Jaffa Gate , whose foundations were still in place .


fn_spacy_tokens_for_baseline: The maximum difference in altitude associated with the Earth 's solid relief is about 20 km , or only 0.31 per cent of the planet 's mean diameter .

source_bert_toks: the maximum difference in altitude associated with the earth ' s solid relief is about 20 km , or only 0 . 31 per cent of the planet ' s mean diameter .

reference_raw: The highest difference in altitude associated with the solid relief of the Earth is about 20 kilometers, or just 0.31 percent of the average diameter of the planet.

reference_spacy_tokens: The highest difference in altitude associated with the solid relief of the Earth is about 20 kilometers , or just 0.31 percent of the average diameter of the planet .


fn_spacy_tokens_for_baseline: Provided that iron contains some carbon , introduced by carburisation ( heating under charcoal ) , it can be hardened by quenching , that is by cooling rapidly in oil or water .

source_bert_toks: provided that iron contains some carbon , introduced by car ##bu ##ris ##ation ( heating under charcoal ) , it can be hardened by que ##nch ##ing , that is by cooling rapidly in oil or water .

reference_raw: If the iron contains a certain amount of carbon introduced by carburisation (heating under charcoal), it can be solidified by quenching, i.e. by cooling rapidly in oil or water.

reference_spacy_tokens: If the iron contains a certain amount of carbon introduced by carburisation ( heating under charcoal ) , it can be solidified by quenching , i.e. by cooling rapidly in oil or water .


fn_spacy_tokens_for_baseline: He would baffle and intrigue her , just as he had done Cassie on their first meeting ; and Cassie could think of no way in which she could explain him away .

source_bert_toks: he would ba ##ffle and int ##rigue her , just as he had done cassie on their first meeting ; and cassie could think of no way in which she could explain him away .

reference_raw: She would be confused and intrigued, just as Cassie had been when they first met; and Cassie couldn't figure out how to explain it.

reference_spacy_tokens: She would be confused and intrigued , just as Cassie had been when they first met ; and Cassie could n't figure out how to explain it .


fn_spacy_tokens_for_baseline: Dean made no secret of his hatred for his director , often arguing violently and calling Stevens every name under the hot Texan sun .

source_bert_toks: dean made no secret of his hatred for his director , often arguing violently and calling stevens every name under the hot tex ##an sun .

reference_raw: Dean made no secret that he hated his director, often arguing violently and calling Stevens every name in the hot Texan sun.

reference_spacy_tokens: Dean made no secret that he hated his director , often arguing violently and calling Stevens every name in the hot Texan sun .


fn_spacy_tokens_for_baseline: She did remember that a word sounding like ' sewers ' was uttered , and it puzzled her to think why anyone should be ringing in the middle of the night to enquire about the state of the sewers .

source_bert_toks: she did remember that a word sounding like ' sewer ##s ' was uttered , and it puzzled her to think why anyone should be ringing in the middle of the night to en ##qui ##re about the state of the sewer ##s .

reference_raw: She remembered that the word "sewers" had been uttered, and she wondered why anyone should be ringing in the middle of the night to ask about the state of the sewers.

reference_spacy_tokens: She remembered that the word " sewers " had been uttered , and she wondered why anyone should be ringing in the middle of the night to ask about the state of the sewers .


fn_spacy_tokens_for_baseline: And then there are all those empty packets discarded out of the window onto Britain 's already polluted streets .

source_bert_toks: and then there are all those empty packets discarded out of the window onto britain ' s already poll ##uted streets .

reference_raw: And then there's all the empty boxes thrown out the window onto the already polluted streets of Britain.

reference_spacy_tokens: And then there 's all the empty boxes thrown out the window onto the already polluted streets of Britain .


fn_spacy_tokens_for_baseline: Last year sales of paintings totalled £ 1.3 million , netting a £ 330,000 commission for the Academy ( at 25 % on works sold ) , out of which the administration and handling expenses had to be paid .

source_bert_toks: last year sales of paintings total ##led £1 . 3 million , netting a £3 ##30 , 000 commission for the academy ( at 25 % on works sold ) , out of which the administration and handling expenses had to be paid .

reference_raw: Last year, the sale of paintings amounted to £1.3 million, netting a commission of £330,000 for the Academy (at 25% for the works sold), of which administrative and handling costs had to be paid.

reference_spacy_tokens: Last year , the sale of paintings amounted to £ 1.3 million , netting a commission of £ 330,000 for the Academy ( at 25 % for the works sold ) , of which administrative and handling costs had to be paid .


fn_spacy_tokens_for_baseline: And , viewed objectively , the risk of death from a single punch is far too remote to enter into one 's reasonable contemplation .

source_bert_toks: and , viewed objective ##ly , the risk of death from a single punch is far too remote to enter into one ' s reasonable con ##tem ##pl ##ation .

reference_raw: And from an objective point of view, the risk of death from a single blow is too far away for a reasonable reflection.

reference_spacy_tokens: And from an objective point of view , the risk of death from a single blow is too far away for a reasonable reflection .


fn_spacy_tokens_for_baseline: Involvement in the tasks of organisation in the UEMCC 's 1937 memorandum mentioned above , implied , inter alia , the appointment of university resident tutors .

source_bert_toks: involvement in the tasks of organisation in the u ##em ##cc ' s 1937 memorandum mentioned above , implied , inter ali ##a , the appointment of university resident tutor ##s .

reference_raw: The involvement in organisational tasks in the 1937 UEMCC memorandum referred to above implied, inter alia, the appointment of university resident teachers.

reference_spacy_tokens: The involvement in organisational tasks in the 1937 UEMCC memorandum referred to above implied , inter alia , the appointment of university resident teachers .


fn_spacy_tokens_for_baseline: Sooner than he had expected , Harry found himself back in Swindon Central Library , this time perusing the national newspapers for 2 June 1987 in the hope of gleaning from them some clue as to what had eluded him on his visit to Tyler 's Hard .

source_bert_toks: sooner than he had expected , harry found himself back in swindon central library , this time peru ##sing the national newspapers for 2 june 1987 in the hope of g ##lean ##ing from them some clue as to what had el ##uded him on his visit to tyler ' s hard .

reference_raw: Sooner than he had expected, Harry found himself back in the central library of Swindon, this time entertaining the national newspapers of June 2, 1987 in the hope that they would give him some clue as to what had eluded him during his visit to Tyler's Hard.

reference_spacy_tokens: Sooner than he had expected , Harry found himself back in the central library of Swindon , this time entertaining the national newspapers of June 2 , 1987 in the hope that they would give him some clue as to what had eluded him during his visit to Tyler 's Hard .


fn_spacy_tokens_for_baseline: Her body was healing rapidly .

source_bert_toks: her body was healing rapidly .

reference_raw: Her body recovered quickly.

reference_spacy_tokens: Her body recovered quickly .


fn_spacy_tokens_for_baseline: From under the sink he drew a zinc pail which contained a quantity of blood .

source_bert_toks: from under the sink he drew a zinc pa ##il which contained a quantity of blood .

reference_raw: He pulled a zinc bucket from under the sink that contained a lot of blood.

reference_spacy_tokens: He pulled a zinc bucket from under the sink that contained a lot of blood .


fn_spacy_tokens_for_baseline: This combination of speed and close attention may have a lot to do with the narrative thrust and atmospheric coherence and intensity that make this the most gripping of his novels .

source_bert_toks: this combination of speed and close attention may have a lot to do with the narrative thrust and atmospheric co ##her ##ence and intensity that make this the most gripping of his novels .

reference_raw: This combination of speed and attention can have much to do with the narrative thrust and atmospheric consistency and intensity that makes it the most conspicuous of his novels.

reference_spacy_tokens: This combination of speed and attention can have much to do with the narrative thrust and atmospheric consistency and intensity that makes it the most conspicuous of his novels .


fn_spacy_tokens_for_baseline: You 'll find that prices are about the same in Hong Kong Central and Kowloon , and somewhat cheaper in Causeway Bay , which caters to local shopping .

source_bert_toks: you ' ll find that prices are about the same in hong kong central and ko ##wl ##oon , and somewhat cheaper in causeway bay , which cater ##s to local shopping .

reference_raw: In Hong Kong Central and Kowloon, you'll find that prices are about the same, and a little cheaper in Causeway Bay, which caters for local shopping.

reference_spacy_tokens: In Hong Kong Central and Kowloon , you 'll find that prices are about the same , and a little cheaper in Causeway Bay , which caters for local shopping .


fn_spacy_tokens_for_baseline: Meanwhile , Microsoft 's net income for January to March jumped by 36 % to $ 143 m as sales soared by 40 % to $ 158 m .

source_bert_toks: meanwhile , microsoft ' s net income for january to march jumped by 36 % to $ 143 ##m as sales soared by 40 % to $ 158 ##m .

reference_raw: In the meantime, Microsoft's net income from January to March rose by 36% to $143 million as sales rose by 40% to $158 million.

reference_spacy_tokens: In the meantime , Microsoft 's net income from January to March rose by 36 % to $ 143 million as sales rose by 40 % to $ 158 million .


fn_spacy_tokens_for_baseline: The other girl laid the last of the flowers in position , and slammed the van doors shut .

source_bert_toks: the other girl laid the last of the flowers in position , and slammed the van doors shut .

reference_raw: The second girl put the last of the flowers in place and closed the van door.

reference_spacy_tokens: The second girl put the last of the flowers in place and closed the van door .


fn_spacy_tokens_for_baseline: Bedu 's rhythmics lessons got us all banging bongos , clashing cymbals , dashing round the gym and holding a rhythm against all comers .

source_bert_toks: bed ##u ' s rhythmic ##s lessons got us all banging bon ##gos , clash ##ing cy ##mba ##ls , dash ##ing round the gym and holding a rhythm against all come ##rs .

reference_raw: Bedu's rhythm lessons got us all banging bongos, bumping cymbals, swinging around the gym, holding the beat against all the corners.

reference_spacy_tokens: Bedu 's rhythm lessons got us all banging bongos , bumping cymbals , swinging around the gym , holding the beat against all the corners .


fn_spacy_tokens_for_baseline: ' One is that , like I said , I could probably frame you for the kiosk and the burglary .

source_bert_toks: ' one is that , like i said , i could probably frame you for the ki ##os ##k and the bu ##rg ##lary .

reference_raw: 'One is that, as I said, I might be able to charge you with a kiosk and a break-in.

reference_spacy_tokens: ' One is that , as I said , I might be able to charge you with a kiosk and a break - in .


fn_spacy_tokens_for_baseline: Waste bins overflowed with paper , in the wire room the overnight news from around the world spewed out , in the typewriters sheaves of messages or half - written copy had been stuffed .

source_bert_toks: waste bin ##s over ##flow ##ed with paper , in the wire room the overnight news from around the world sp ##ew ##ed out , in the type ##writer ##s shea ##ves of messages or half - written copy had been stuffed .

reference_raw: The wastebasins were filled with paper, and overnight news from all over the world poured out in a typewriter sheaf of messages or half-written copies.

reference_spacy_tokens: The wastebasins were filled with paper , and overnight news from all over the world poured out in a typewriter sheaf of messages or half - written copies .


fn_spacy_tokens_for_baseline: The first truly indigenous press was almost certainly that of Egypt , which began to appear during the nineteenth century ; but it predated black Africa 's press by only a few years .

source_bert_toks: the first truly indigenous press was almost certainly that of egypt , which began to appear during the nineteenth century ; but it pre ##date ##d black africa ' s press by only a few years .

reference_raw: The first true native press was almost certainly Egypt, which began to appear in the nineteenth century; but it preceded the black African press by only a few years.

reference_spacy_tokens: The first true native press was almost certainly Egypt , which began to appear in the nineteenth century ; but it preceded the black African press by only a few years .


fn_spacy_tokens_for_baseline: This individual , however , is not suddenly struck by a brilliant idea .

source_bert_toks: this individual , however , is not suddenly struck by a brilliant idea .

reference_raw: But this individual is not suddenly hit by a brilliant idea.

reference_spacy_tokens: But this individual is not suddenly hit by a brilliant idea .


fn_spacy_tokens_for_baseline: The farmer can not have known of ancient alignments , and his reconstruction did not accord with the circle 's original orientation on the southern moon .

source_bert_toks: the farmer can not have known of ancient alignment ##s , and his reconstruction did not accord with the circle ' s original orientation on the southern moon .

reference_raw: The farmer couldn't know about the ancient alignments, and his reconstruction didn't match the circle's original orientation on the southern moon.

reference_spacy_tokens: The farmer could n't know about the ancient alignments , and his reconstruction did n't match the circle 's original orientation on the southern moon .


fn_spacy_tokens_for_baseline: His disgruntled voice made it seem as though the precautions of the drug smugglers formed a personal affront to his patriotism .

source_bert_toks: his di ##sg ##run ##tled voice made it seem as though the precautions of the drug smug ##glers formed a personal af ##front to his patriot ##ism .

reference_raw: His disgruntled voice made it seem as if the precautions of drug smugglers were a personal insult to his patriotism.

reference_spacy_tokens: His disgruntled voice made it seem as if the precautions of drug smugglers were a personal insult to his patriotism .


fn_spacy_tokens_for_baseline: Mum nearly collapsed with the shame of his confession , delivered with a straight face , and by the time she 'd recovered , Jimmy was well out of the range of her punitive umbrella .

source_bert_toks: mum nearly collapsed with the shame of his confession , delivered with a straight face , and by the time she ' d recovered , jimmy was well out of the range of her pun ##itive umbrella .

reference_raw: My mother almost collapsed in shame at his confession, delivered with a straight face, and by the time she recovered, Jimmy was well out of the reach of her repressive umbrella.

reference_spacy_tokens: My mother almost collapsed in shame at his confession , delivered with a straight face , and by the time she recovered , Jimmy was well out of the reach of her repressive umbrella .


fn_spacy_tokens_for_baseline: Not only did Andrew meet Pete at the Guide Dog Centre , he also met his wife - to - be .

source_bert_toks: not only did andrew meet pete at the guide dog centre , he also met his wife - to - be .

reference_raw: Andrew had not only encountered Pete at the guide dog center, but also his future wife.

reference_spacy_tokens: Andrew had not only encountered Pete at the guide dog center , but also his future wife .


fn_spacy_tokens_for_baseline: Andrew and 49year - old Monica were touring in Canada when Rachel was knifed to death as she walked with Alex and her dog Molly on the common in South - West London .

source_bert_toks: andrew and 49 ##year - old monica were touring in canada when rachel was knife ##d to death as she walked with alex and her dog molly on the common in south - west london .

reference_raw: Andrew and 49-year-old Monica were in Canada when Rachel was stabbed to death walking with Alex and her dog Molly in Southwest London.

reference_spacy_tokens: Andrew and 49-year - old Monica were in Canada when Rachel was stabbed to death walking with Alex and her dog Molly in Southwest London .


fn_spacy_tokens_for_baseline: Mr Smith complains that his second wife is lazy .

source_bert_toks: mr smith complain ##s that his second wife is lazy .

reference_raw: Mr. Smith complains about his other wife's sluggishness.

reference_spacy_tokens: Mr. Smith complains about his other wife 's sluggishness .


fn_spacy_tokens_for_baseline: While on the subject of body odour , during the sixteenth century , valerian was a popular perfume .

source_bert_toks: while on the subject of body o ##dou ##r , during the sixteenth century , vale ##rian was a popular perfume .

reference_raw: Although in terms of body smell, in the 16th century, Valerian was a popular perfume.

reference_spacy_tokens: Although in terms of body smell , in the 16th century , Valerian was a popular perfume .


fn_spacy_tokens_for_baseline: ' Do you follow your path and I will follow mine .

source_bert_toks: ' do you follow your path and i will follow mine .

reference_raw: 'You go your way, and I'll go mine.

reference_spacy_tokens: ' You go your way , and I 'll go mine .


fn_spacy_tokens_for_baseline: Details of 1990 perormance will be made public later this year and will include information on solid , liquid and gaseous emissions .

source_bert_toks: details of 1990 per ##or ##man ##ce will be made public later this year and will include information on solid , liquid and gas ##eous emissions .

reference_raw: The 1990 figures will be published later this year and will include information on solid, liquid and gaseous emissions.

reference_spacy_tokens: The 1990 figures will be published later this year and will include information on solid , liquid and gaseous emissions .


fn_spacy_tokens_for_baseline: The " culture of cruelty " in junior high can make adolescents " pathologically preoccupied " with body image .

source_bert_toks: the " culture of cruelty " in junior high can make adolescents " path ##ological ##ly preoccupied " with body image .

reference_raw: In high school, "culture of cruelty" can make teenagers "pathologically busy" with body pictures.

reference_spacy_tokens: In high school , " culture of cruelty " can make teenagers " pathologically busy " with body pictures .


fn_spacy_tokens_for_baseline: SCOTLAND Yard is probing ballot rigging allegations in the seamen 's union -- revealed in the Daily Mirror last year .

source_bert_toks: scotland yard is probing ballot rig ##ging allegations in the seamen ' s union - - revealed in the daily mirror last year .

reference_raw: SCOTLAND Yard is investigating ballot rigging allegations in the sailors' union - revealed in the Daily Mirror last year.

reference_spacy_tokens: SCOTLAND Yard is investigating ballot rigging allegations in the sailors ' union - revealed in the Daily Mirror last year .


fn_spacy_tokens_for_baseline: Could you please advise me as to the most suitable type of wood for this ?

source_bert_toks: could you please advise me as to the most suitable type of wood for this ?

reference_raw: Can you tell me what kind of wood is best for this?

reference_spacy_tokens: Can you tell me what kind of wood is best for this ?


fn_spacy_tokens_for_baseline: The stars and the street lights stopped it being too dark , but it was still pretty scary .

source_bert_toks: the stars and the street lights stopped it being too dark , but it was still pretty scary .

reference_raw: Stars and streetlights had stopped being too dark, but it was still quite frightening.

reference_spacy_tokens: Stars and streetlights had stopped being too dark , but it was still quite frightening .


fn_spacy_tokens_for_baseline: His soaked clothes pulled him down .

source_bert_toks: his soaked clothes pulled him down .

reference_raw: His wet clothes dragged him down.

reference_spacy_tokens: His wet clothes dragged him down .


fn_spacy_tokens_for_baseline: In the event delivery was not made until early September and a strong letter of complaint from a dissatisfied Northern Ireland customer greeted Jim Dalliton upon his return from holiday .

source_bert_toks: in the event delivery was not made until early september and a strong letter of complaint from a dissatisfied northern ireland customer greeted jim dal ##lit ##on upon his return from holiday .

reference_raw: In that case, it was not until the beginning of September that Jim Dalliton was greeted by a strong letter of complaint from a dissatisfied Northern Ireland customer when he came back from the holidays.

reference_spacy_tokens: In that case , it was not until the beginning of September that Jim Dalliton was greeted by a strong letter of complaint from a dissatisfied Northern Ireland customer when he came back from the holidays .


fn_spacy_tokens_for_baseline: Most professional male swimmers shave off their body hair to make them more streamlined and thus swim faster .

source_bert_toks: most professional male swimmers shave off their body hair to make them more streamlined and thus swim faster .

reference_raw: Most professional male swimmers cut off their body hair to make it more efficient and therefore swim faster.

reference_spacy_tokens: Most professional male swimmers cut off their body hair to make it more efficient and therefore swim faster .


fn_spacy_tokens_for_baseline: Fluctuations about these mean positions are held to be Gaussian and not dependent upon the strain .

source_bert_toks: fluctuations about these mean positions are held to be ga ##uss ##ian and not dependent upon the strain .

reference_raw: The fluctuations in these mean positions are considered Gaussian and do not depend on the strain.

reference_spacy_tokens: The fluctuations in these mean positions are considered Gaussian and do not depend on the strain .


fn_spacy_tokens_for_baseline: Among those being detained is a ninety - four year - old man .

source_bert_toks: among those being detained is a ninety - four year - old man .

reference_raw: There's a ninety-four-year-old man in custody.

reference_spacy_tokens: There 's a ninety - four - year - old man in custody .


fn_spacy_tokens_for_baseline: This man was in Brussels , forty miles north of where the Emperor invaded Belgium .

source_bert_toks: this man was in brussels , forty miles north of where the emperor invaded belgium .

reference_raw: The man was in Brussels, 40 miles north of where the Emperor attacked Belgium.

reference_spacy_tokens: The man was in Brussels , 40 miles north of where the Emperor attacked Belgium .


fn_spacy_tokens_for_baseline: People who wanted to get rid of old cars sometimes dumped them on the moor , the kind of behaviour that maddened Stephen .

source_bert_toks: people who wanted to get rid of old cars sometimes dumped them on the moor , the kind of behaviour that madden ##ed stephen .

reference_raw: People who wanted to get rid of old cars sometimes threw them on the docks, the kind of behavior that made Stephen mad.

reference_spacy_tokens: People who wanted to get rid of old cars sometimes threw them on the docks , the kind of behavior that made Stephen mad .


fn_spacy_tokens_for_baseline: In business the legal presumption is that the parties do intend to make a valid contract .

source_bert_toks: in business the legal pre ##sum ##ption is that the parties do intend to make a valid contract .

reference_raw: In business, the legal presumption is that the parties intend to conclude a contract in force.

reference_spacy_tokens: In business , the legal presumption is that the parties intend to conclude a contract in force .


fn_spacy_tokens_for_baseline: At least music lovers have made it known they 're no longer willing to part with money for nothing .

source_bert_toks: at least music lovers have made it known they ' re no longer willing to part with money for nothing .

reference_raw: At least the music lovers made it clear that they no longer wanted to part with free money.

reference_spacy_tokens: At least the music lovers made it clear that they no longer wanted to part with free money .


fn_spacy_tokens_for_baseline: Vietnam is quite literally thirsty for things American .

source_bert_toks: vietnam is quite literally thirsty for things american .

reference_raw: Vietnam has quite a thirst for American things.

reference_spacy_tokens: Vietnam has quite a thirst for American things .


fn_spacy_tokens_for_baseline: In August he was kidnapped by Russian officers , hurried out of the country and bullied into abdicating .

source_bert_toks: in august he was kidnapped by russian officers , hurried out of the country and bull ##ied into abd ##ica ##ting .

reference_raw: In August, he was abducted by Russian officers, rushed out of the country, and forced to abdicate.

reference_spacy_tokens: In August , he was abducted by Russian officers , rushed out of the country , and forced to abdicate .


fn_spacy_tokens_for_baseline: As you approach the border , you can glimpse the skyscrapers of Shenzhen .

source_bert_toks: as you approach the border , you can glimpse the skyscraper ##s of shenzhen .

reference_raw: As you near the border, you can see Shenzhen's skyscrapers.

reference_spacy_tokens: As you near the border , you can see Shenzhen 's skyscrapers .


fn_spacy_tokens_for_baseline: With a promising new job at a plastic injection molding manufacturer , his legal troubles in check and a safe place to live , Jerry can get on with the business of building a life for himself and contributing to his community .

source_bert_toks: with a promising new job at a plastic injection mold ##ing manufacturer , his legal troubles in check and a safe place to live , jerry can get on with the business of building a life for himself and contributing to his community .

reference_raw: With a promising new job at a plastic injection molder, legal problems in control, and a safe house to live, Jerry can continue to build his own life and contribute to his community.

reference_spacy_tokens: With a promising new job at a plastic injection molder , legal problems in control , and a safe house to live , Jerry can continue to build his own life and contribute to his community .


fn_spacy_tokens_for_baseline: The big dealers are really being hit as some have been under investigation for almost a year and have had their passports confiscated .

source_bert_toks: the big dealers are really being hit as some have been under investigation for almost a year and have had their passports confiscated .

reference_raw: Big dealers are really getting hit, because some of them have been investigating for almost a year and their passports have been confiscated.

reference_spacy_tokens: Big dealers are really getting hit , because some of them have been investigating for almost a year and their passports have been confiscated .


fn_spacy_tokens_for_baseline: Georgian forces ignored a cease - fire and bombarded separatist South Ossetian towns and villages with artillery fire that killed 20 people and wounded 86 , the Interfax news agency said .

source_bert_toks: georgian forces ignored a cease - fire and bomb ##arded sep ##arat ##ist south os ##set ##ian towns and villages with artillery fire that killed 20 people and wounded 86 , the inter ##fa ##x news agency said .

reference_raw: The Georgian troops ignored the ceasefire and bombed the towns and villages of South Ossetia with artillery fire that killed 20 people and injured 86 people, the Interfax Intelligence Agency said.

reference_spacy_tokens: The Georgian troops ignored the ceasefire and bombed the towns and villages of South Ossetia with artillery fire that killed 20 people and injured 86 people , the Interfax Intelligence Agency said .


fn_spacy_tokens_for_baseline: But beyond them lies a more troubling general question .

source_bert_toks: but beyond them lies a more tr ##ou ##bling general question .

reference_raw: But beyond that lies the more disturbing general question.

reference_spacy_tokens: But beyond that lies the more disturbing general question .


fn_spacy_tokens_for_baseline: Did the English not boast that Waterloo was won on the playing fields of Eton ?

source_bert_toks: did the english not bo ##ast that waterloo was won on the playing fields of eton ?

reference_raw: Didn't the English say Waterloo was won in Eton's playground?

reference_spacy_tokens: Did n't the English say Waterloo was won in Eton 's playground ?


fn_spacy_tokens_for_baseline: Beatie crossed herself quickly at the mention of the dead , the young Irish woman was sometimes ashamed of her husband 's bluntness .

source_bert_toks: beat ##ie crossed herself quickly at the mention of the dead , the young irish woman was sometimes ashamed of her husband ' s blunt ##ness .

reference_raw: Beatie crossed herself quickly at the mention of the dead, and the young Irish woman was sometimes ashamed of her husband's rudeness.

reference_spacy_tokens: Beatie crossed herself quickly at the mention of the dead , and the young Irish woman was sometimes ashamed of her husband 's rudeness .


fn_spacy_tokens_for_baseline: The bear roared at him with fury , its black muzzle and huge jaws covered in a thick white froth .

source_bert_toks: the bear roared at him with fury , its black muzzle and huge jaws covered in a thick white fr ##oth .

reference_raw: The bear roared furiously at him, its black mouth and huge jaws covered with thick white foam.

reference_spacy_tokens: The bear roared furiously at him , its black mouth and huge jaws covered with thick white foam .


fn_spacy_tokens_for_baseline: Winston sent out a party of men and women from public life to see for themselves the horrors of Belsen .

source_bert_toks: winston sent out a party of men and women from public life to see for themselves the horrors of bel ##sen .

reference_raw: Winston sent a group of public life men and women to see Belsen's horrors with their own eyes.

reference_spacy_tokens: Winston sent a group of public life men and women to see Belsen 's horrors with their own eyes .


fn_spacy_tokens_for_baseline: The Churches said that they would try to unite -- but this was nonsense , there was only one Church and he was it .

source_bert_toks: the churches said that they would try to unite - - but this was nonsense , there was only one church and he was it .

reference_raw: The churches said they'd try to come together - but that's nonsense, there's only one church, and it's him.

reference_spacy_tokens: The churches said they 'd try to come together - but that 's nonsense , there 's only one church , and it 's him .


fn_spacy_tokens_for_baseline: It may however be deemed to be incorrect if it provides the wrong gear ratios .

source_bert_toks: it may however be deemed to be incorrect if it provides the wrong gear ratios .

reference_raw: However, if it provides the wrong gear ratios, it may be considered wrong.

reference_spacy_tokens: However , if it provides the wrong gear ratios , it may be considered wrong .


fn_spacy_tokens_for_baseline: The incident at Mayak was the third shooting in recent weeks involving nuclear weapons or facilities in Russia .

source_bert_toks: the incident at maya ##k was the third shooting in recent weeks involving nuclear weapons or facilities in russia .

reference_raw: The Mayak incident was the third firefight in recent weeks involving nuclear weapons or equipment in Russia.

reference_spacy_tokens: The Mayak incident was the third firefight in recent weeks involving nuclear weapons or equipment in Russia .


fn_spacy_tokens_for_baseline: The most astonishing thing -- indeed , it is almost unbelievable -- is that tenants are required to sign a lease before the rent has been fixed .

source_bert_toks: the most astonishing thing - - indeed , it is almost unbelievable - - is that tenants are required to sign a lease before the rent has been fixed .

reference_raw: The most amazing thing - indeed, it's almost impossible - is that the tenants have to sign the lease before the rent is fixed.

reference_spacy_tokens: The most amazing thing - indeed , it 's almost impossible - is that the tenants have to sign the lease before the rent is fixed .


fn_spacy_tokens_for_baseline: ' I 've got the brain , ' Nutty rapped .

source_bert_toks: ' i ' ve got the brain , ' nut ##ty rap ##ped .

reference_raw: 'I have a brain,' said Nutty.

reference_spacy_tokens: ' I have a brain , ' said Nutty .


fn_spacy_tokens_for_baseline: The early mist cleared to a fine October day , and there was a little wind from the southwest .

source_bert_toks: the early mist cleared to a fine october day , and there was a little wind from the southwest .

reference_raw: The morning fog cleared into a fine October day, and from the southwestern there was a bit of wind.

reference_spacy_tokens: The morning fog cleared into a fine October day , and from the southwestern there was a bit of wind .


fn_spacy_tokens_for_baseline: Or cravenly deposit it in a bin ?

source_bert_toks: or craven ##ly deposit it in a bin ?

reference_raw: Or would you like to put it in a basket?

reference_spacy_tokens: Or would you like to put it in a basket ?


fn_spacy_tokens_for_baseline: Bright little creature -- it took her just three minutes to work this out as her antennae fluttered in the sudden sweet smelling breeze .

source_bert_toks: bright little creature - - it took her just three minutes to work this out as her antennae fluttered in the sudden sweet smelling breeze .

reference_raw: The bright little creature - it took her only three minutes to figure it out when her aerials fluttered in a sudden, sweet-smelling wind.

reference_spacy_tokens: The bright little creature - it took her only three minutes to figure it out when her aerials fluttered in a sudden , sweet - smelling wind .