fn_spacy_tokens_for_baseline: At the top of a sloping driveway , the stately Edwardian structure that was the original university building presides over the institution 's newer buildings .

source_bert_toks: at the top of a sloping driveway , the state ##ly edward ##ian structure that was the original university building pre ##side ##s over the institution ' s newer buildings .

reference_raw: At the top of the sloping driveway, presiding over the newer buildings of the institution is the magnificent Edwardian building, which was the original college building.

reference_spacy_tokens: At the top of the sloping driveway , presiding over the newer buildings of the institution is the magnificent Edwardian building , which was the original college building .


fn_spacy_tokens_for_baseline: A low phenylalanine diet can not fully substitute for the fine tuning of phenylalanine turnover normally exerted by hepatic phenylalanine hydroxylase .

source_bert_toks: a low ph ##en ##yla ##lani ##ne diet can not fully substitute for the fine tuning of ph ##en ##yla ##lani ##ne turnover normally ex ##erted by he ##pati ##c ph ##en ##yla ##lani ##ne hydro ##xy ##lase .

reference_raw: The low diet of phenylalanine cannot fully compensate for the fine-tuning of the phenylalanine turnover normally exerted by the hepatic phenylalanine hydroxylase.

reference_spacy_tokens: The low diet of phenylalanine can not fully compensate for the fine - tuning of the phenylalanine turnover normally exerted by the hepatic phenylalanine hydroxylase .


fn_spacy_tokens_for_baseline: Then she put on her coat and , taking Lucy with her , let herself out of the house .

source_bert_toks: then she put on her coat and , taking lucy with her , let herself out of the house .

reference_raw: Then she pulled on her coat and, taking Lucy with her, left the house.

reference_spacy_tokens: Then she pulled on her coat and , taking Lucy with her , left the house .


fn_spacy_tokens_for_baseline: In 1453 , they took Constantinople , and immediately made it their capital , renaming it Istanbul .

source_bert_toks: in 145 ##3 , they took constantinople , and immediately made it their capital , renaming it istanbul .

reference_raw: They captured Constantinople in 1453 and immediately made it their capital and renamed it Istanbul.

reference_spacy_tokens: They captured Constantinople in 1453 and immediately made it their capital and renamed it Istanbul .


fn_spacy_tokens_for_baseline: Young adults , like Mary T. , a jobless mother of three , trying desperately to keep her kids out of trouble in a crime - ridden neighborhood .

source_bert_toks: young adults , like mary t . , a job ##less mother of three , trying desperately to keep her kids out of trouble in a crime - ridden neighborhood .

reference_raw: A young adult, like Mary T., a three-year-old mother, desperately trying to keep her children out of trouble in a crime-ridden neighborhood.

reference_spacy_tokens: A young adult , like Mary T. , a three - year - old mother , desperately trying to keep her children out of trouble in a crime - ridden neighborhood .


fn_spacy_tokens_for_baseline: We had to sit outside , we could n't speak .

source_bert_toks: we had to sit outside , we couldn ' t speak .

reference_raw: We had to get out, we couldn't talk.

reference_spacy_tokens: We had to get out , we could n't talk .


fn_spacy_tokens_for_baseline: He cursed his lack of self - control ; he knew that the old biddies had seen it and he felt humiliated .

source_bert_toks: he cursed his lack of self - control ; he knew that the old bid ##dies had seen it and he felt humiliated .

reference_raw: He cursed his lack of self-control; he knew the old biddies had seen it, and he felt humbled.

reference_spacy_tokens: He cursed his lack of self - control ; he knew the old biddies had seen it , and he felt humbled .


fn_spacy_tokens_for_baseline: He touched his temple with his right forefinger and Lee saw again the white scar across his knuckles , a remnant of pain from his childhood , still yelling .

source_bert_toks: he touched his temple with his right fore ##finger and lee saw again the white scar across his knuckles , a remnant of pain from his childhood , still yelling .

reference_raw: He touched his head with his right index finger, and Lee saw again the white scar on his ankles, the rest of his childhood pain, still screaming.

reference_spacy_tokens: He touched his head with his right index finger , and Lee saw again the white scar on his ankles , the rest of his childhood pain , still screaming .


fn_spacy_tokens_for_baseline: The swing was so wild that it unbalanced Sharpe , but it also terrified the second Dragoon who swerved frantically away from the blade 's hissing reach .

source_bert_toks: the swing was so wild that it un ##balance ##d sharpe , but it also terrified the second drag ##oon who sw ##erved frantically away from the blade ' s hissing reach .

reference_raw: The swing was so fierce that it unbalanced Sharpe, but it also frightened the other Dragoon, who was moving frantically away from the hissing range of the blade.

reference_spacy_tokens: The swing was so fierce that it unbalanced Sharpe , but it also frightened the other Dragoon , who was moving frantically away from the hissing range of the blade .


fn_spacy_tokens_for_baseline: Once out of Kathmandu we started getting long stares from villagers , laying out spring wheat on the road to be threshed by passing cars and carts .

source_bert_toks: once out of kathmandu we started getting long stares from villagers , laying out spring wheat on the road to be th ##resh ##ed by passing cars and carts .

reference_raw: As soon as we left Kathmandu, we began to get a long look from the villagers, laying spring wheat on the road to be crushed by passing cars and wagons.

reference_spacy_tokens: As soon as we left Kathmandu , we began to get a long look from the villagers , laying spring wheat on the road to be crushed by passing cars and wagons .


fn_spacy_tokens_for_baseline: Slipping on his gloves , he saw out of the corner of his eye the sun rising above a belt of dark blue .

source_bert_toks: slipping on his gloves , he saw out of the corner of his eye the sun rising above a belt of dark blue .

reference_raw: He slipped on his gloves and saw from the corner of his eye that the sun was coming up over a strip of dark blue.

reference_spacy_tokens: He slipped on his gloves and saw from the corner of his eye that the sun was coming up over a strip of dark blue .


fn_spacy_tokens_for_baseline: Another dismissed Cabinet minister , Mr Biffen is a frequent critic of Mrs Thatcher 's tone and of the government 's preference for tax cuts over greater spending on the social services .

source_bert_toks: another dismissed cabinet minister , mr bi ##ffen is a frequent critic of mrs thatcher ' s tone and of the government ' s preference for tax cuts over greater spending on the social services .

reference_raw: Another dismissed cabinet minister, Mr. Biffen is often critical of Mrs. Thatcher's tone and the government's preference to tax cuts rather than higher social spending.

reference_spacy_tokens: Another dismissed cabinet minister , Mr. Biffen is often critical of Mrs. Thatcher 's tone and the government 's preference to tax cuts rather than higher social spending .


fn_spacy_tokens_for_baseline: Repairs had gone unfixed , vermin roamed the old structures .

source_bert_toks: repairs had gone un ##fixed , ve ##rmin roam ##ed the old structures .

reference_raw: The repairs were unfixed, and the old buildings were littered with vermin.

reference_spacy_tokens: The repairs were unfixed , and the old buildings were littered with vermin .


fn_spacy_tokens_for_baseline: The answer to why she had felt neither violent revulsion nor nausea when she had been in Naylor Massingham 's arms evaded Leith .

source_bert_toks: the answer to why she had felt neither violent rev ##ulsion nor nausea when she had been in nay ##lor mass ##ingham ' s arms evade ##d leith .

reference_raw: Leith avoided the response to why she felt no violent revulsion or nausea when she was in Naylor Massingham's arms.

reference_spacy_tokens: Leith avoided the response to why she felt no violent revulsion or nausea when she was in Naylor Massingham 's arms .


fn_spacy_tokens_for_baseline: Of course , with the hike in present food prices and , closely down the road , the fuel prices , electricity prices .

source_bert_toks: of course , with the hike in present food prices and , closely down the road , the fuel prices , electricity prices .

reference_raw: Of course, with an increase in current food prices and, along the way, fuel prices and electricity prices.

reference_spacy_tokens: Of course , with an increase in current food prices and , along the way , fuel prices and electricity prices .


fn_spacy_tokens_for_baseline: ' Besides , if you remember , sir , the potted shrimps had a solidified butter glaze on top . '

source_bert_toks: ' besides , if you remember , sir , the pot ##ted shrimp ##s had a solid ##ified butter g ##laze on top . '

reference_raw: "Besides, if you remember, sir, there was a solid butter glass on the potted prawns."

reference_spacy_tokens: " Besides , if you remember , sir , there was a solid butter glass on the potted prawns . "


fn_spacy_tokens_for_baseline: He expressly forbade men to call other leaders ' Father ' .

source_bert_toks: he express ##ly forbade men to call other leaders ' father ' .

reference_raw: He specifically prohibited men from calling other leaders 'Father'.

reference_spacy_tokens: He specifically prohibited men from calling other leaders ' Father ' .


fn_spacy_tokens_for_baseline: It was heaped with a grain something like rice .

source_bert_toks: it was heap ##ed with a grain something like rice .

reference_raw: It was piled with a grain like rice.

reference_spacy_tokens: It was piled with a grain like rice .


reference_raw: Then she put on her jacket and, taking Lucy with her, left the house.

reference_spacy_tokens: Then she put on her jacket and , taking Lucy with her , left the house .


fn_spacy_tokens_for_baseline: My baby was wrapped in a beautifully crocheted pink woollen shawl .

source_bert_toks: my baby was wrapped in a beautifully cr ##oche ##ted pink wool ##len shaw ##l .

reference_raw: My baby was wrapped in a beautifully crocheted pink woollen scarf.

reference_spacy_tokens: My baby was wrapped in a beautifully crocheted pink woollen scarf .


fn_spacy_tokens_for_baseline: She looked away quickly , and unfastened the waistband of her uniform skirt .

source_bert_toks: she looked away quickly , and un ##fast ##ened the waistband of her uniform skirt .

reference_raw: She looked away quickly, unbuttoned the belt of her uniform skirt.

reference_spacy_tokens: She looked away quickly , unbuttoned the belt of her uniform skirt .


fn_spacy_tokens_for_baseline: Quantity and quality of missiles and missile - related technology acquired , size and experience of the indigenous missile - related manpower pool .

source_bert_toks: quantity and quality of missiles and missile - related technology acquired , size and experience of the indigenous missile - related manpower pool .

reference_raw: Quantity and quality of rockets and rockets - related techniques acquired, size and experience of domestic missiles - related human resources pool.

reference_spacy_tokens: Quantity and quality of rockets and rockets - related techniques acquired , size and experience of domestic missiles - related human resources pool .


fn_spacy_tokens_for_baseline: Here 's another story of success from what might seem like an unlikely source : Goodwill 's controller , Juli .

source_bert_toks: here ' s another story of success from what might seem like an unlikely source : goodwill ' s controller , jul ##i .

reference_raw: Here's another story of success from what may appear to be an improbable resource: the Controller of Goodwill, Juli.

reference_spacy_tokens: Here 's another story of success from what may appear to be an improbable resource : the Controller of Goodwill , Juli .


fn_spacy_tokens_for_baseline: I am heartily sick of reading letters in Points of View from folk whingeing on and on about how nasty the English are and how they are colonising Scotland .

source_bert_toks: i am heart ##ily sick of reading letters in points of view from folk w ##hing ##ein ##g on and on about how nasty the english are and how they are colon ##ising scotland .

reference_raw: I'm sick and tired of reading letters in Points of View from people whining about how ugly the English are and how they colonize Scotland.

reference_spacy_tokens: I 'm sick and tired of reading letters in Points of View from people whining about how ugly the English are and how they colonize Scotland .


fn_spacy_tokens_for_baseline: There should have been shouting and huge double - edged swords slicing the air , and giant bonfires with wild , roaring flames .

source_bert_toks: there should have been shouting and huge double - edged swords slicing the air , and giant bonfire ##s with wild , roaring flames .

reference_raw: There were supposed to be screams, huge double-edged blades cutting through the air, and huge fires with wild, roaring flames.

reference_spacy_tokens: There were supposed to be screams , huge double - edged blades cutting through the air , and huge fires with wild , roaring flames .


fn_spacy_tokens_for_baseline: The whole Palestinian resistance was evicted from Jordan within a year , amid widespread bloodshed in which perhaps as many as 3,000 refugees perished .

source_bert_toks: the whole palestinian resistance was evicted from jordan within a year , amid widespread blood ##shed in which perhaps as many as 3 , 000 refugees perished .

reference_raw: Within a year, the entire Palestinian Resistance was evacuated from Jordan, in the midst of widespread bloodshed, where perhaps up to 3,000 refugees died.

reference_spacy_tokens: Within a year , the entire Palestinian Resistance was evacuated from Jordan , in the midst of widespread bloodshed , where perhaps up to 3,000 refugees died .


fn_spacy_tokens_for_baseline: At the level of the meta - discourse of the profession , few statements on the future of the nation 's health failed to reference the new dimensions of race and evolution .

source_bert_toks: at the level of the meta - discourse of the profession , few statements on the future of the nation ' s health failed to reference the new dimensions of race and evolution .

reference_raw: At the level of the meta-discourse of the profession, few mentions of the future of national health have failed to refer to the new dimensions of race and evolution.

reference_spacy_tokens: At the level of the meta - discourse of the profession , few mentions of the future of national health have failed to refer to the new dimensions of race and evolution .


fn_spacy_tokens_for_baseline: He also created the first man , Purusha , from the navel of Vishnu .

source_bert_toks: he also created the first man , pu ##rus ##ha , from the nave ##l of vishnu .

reference_raw: He also created the first man, Purusha, from Vishnu's belly.

reference_spacy_tokens: He also created the first man , Purusha , from Vishnu 's belly .


fn_spacy_tokens_for_baseline: He squawked and flapped his arms , and she slapped his leg .

source_bert_toks: he sq ##ua ##wk ##ed and flap ##ped his arms , and she slapped his leg .

reference_raw: He squawked and flapped his hands, and she hit him in the leg.

reference_spacy_tokens: He squawked and flapped his hands , and she hit him in the leg .


fn_spacy_tokens_for_baseline: When at last the government saw how matters were developing , it began to reproach industry for failing to respond to its ' anti - inflationary ' measures .

source_bert_toks: when at last the government saw how matters were developing , it began to rep ##ro ##ach industry for failing to respond to its ' anti - inflation ##ary ' measures .

reference_raw: When the government finally saw how things were going, it began to blame industry for not responding to its "anti-inflationary" measures.

reference_spacy_tokens: When the government finally saw how things were going , it began to blame industry for not responding to its " anti - inflationary " measures .


fn_spacy_tokens_for_baseline: ' Most likely she 's hiding ! ' put in Admiral King - Fisher .

source_bert_toks: ' most likely she ' s hiding ! ' put in admiral king - fisher .

reference_raw: "He's probably hiding!" Admiral King-Fisher said.

reference_spacy_tokens: " He 's probably hiding ! " Admiral King - Fisher said .


fn_spacy_tokens_for_baseline: Older teenagers do not want a mother to be yearning over them day and night , even when several hundred miles lie between them .

source_bert_toks: older teenagers do not want a mother to be yearning over them day and night , even when several hundred miles lie between them .

reference_raw: Older teenagers don't want their mother to crave them day and night, even though a few hundred miles lie between them.

reference_spacy_tokens: Older teenagers do n't want their mother to crave them day and night , even though a few hundred miles lie between them .


fn_spacy_tokens_for_baseline: Our forests also have some interesting trails , but in some places a strong person is needed to push the chair .

source_bert_toks: our forests also have some interesting trails , but in some places a strong person is needed to push the chair .

reference_raw: There are some interesting roads in our woods, too, but in some places we need a strong man to push the chair.

reference_spacy_tokens: There are some interesting roads in our woods , too , but in some places we need a strong man to push the chair .


fn_spacy_tokens_for_baseline: The NUAW looked on helplessly , but decided in 1923 to make a stand in its strongest area -- north and west Norfolk .

source_bert_toks: the nu ##aw looked on helplessly , but decided in 1923 to make a stand in its strongest area - - north and west norfolk .

reference_raw: The NUAW continued to look helplessly, but in 1923 it decided to stand in the strongest part of the country - North and Western Norfolk.

reference_spacy_tokens: The NUAW continued to look helplessly , but in 1923 it decided to stand in the strongest part of the country - North and Western Norfolk .


fn_spacy_tokens_for_baseline: I put on my clean uniform and adjusted my beret , blousing my trousers over the buckles of my combat boots .

source_bert_toks: i put on my clean uniform and adjusted my be ##ret , b ##lous ##ing my trousers over the buckle ##s of my combat boots .

reference_raw: I put on a clean uniform and adjusted my beret, bloating my pants over the belts of my combat boots.

reference_spacy_tokens: I put on a clean uniform and adjusted my beret , bloating my pants over the belts of my combat boots .


fn_spacy_tokens_for_baseline: The train was due to arrive at her destination at midday -- which gave Fabia , free of any other occupation , ample time to go over and over again everything that had happened .

source_bert_toks: the train was due to arrive at her destination at midday - - which gave fa ##bia , free of any other occupation , ample time to go over and over again everything that had happened .

reference_raw: The train was due to arrive at its destination at noon-which gave Fabia, free of any other occupation, plenty of time to go over everything that had happened again and again.

reference_spacy_tokens: The train was due to arrive at its destination at noon - which gave Fabia , free of any other occupation , plenty of time to go over everything that had happened again and again .


fn_spacy_tokens_for_baseline: He hungered for the north , too , the prince knew that .

source_bert_toks: he hunger ##ed for the north , too , the prince knew that .

reference_raw: He wanted the north, too, the Prince knew.

reference_spacy_tokens: He wanted the north , too , the Prince knew .


fn_spacy_tokens_for_baseline: I pushed the go - cart with the bundles inside covered with a cloth , and Dad strolled behind looking nonchalantly about him .

source_bert_toks: i pushed the go - cart with the bundles inside covered with a cloth , and dad strolled behind looking non ##chal ##antly about him .

reference_raw: I pushed the go-cart with the bundles in it covered with cloth, and Dad went behind and looked around unchalantly.

reference_spacy_tokens: I pushed the go - cart with the bundles in it covered with cloth , and Dad went behind and looked around unchalantly .


fn_spacy_tokens_for_baseline: In the reflection on the glass door he thought he saw a red glow from his car , and glanced back across the road .

source_bert_toks: in the reflection on the glass door he thought he saw a red glow from his car , and glanced back across the road .

reference_raw: In his reflection on the glass door, he thought he saw the red light from his car and looked across the street.

reference_spacy_tokens: In his reflection on the glass door , he thought he saw the red light from his car and looked across the street .


fn_spacy_tokens_for_baseline: On March 22 Traore broadcast an appeal for calm , and announced an overnight curfew in main centres .

source_bert_toks: on march 22 tr ##ao ##re broadcast an appeal for calm , and announced an overnight cu ##rf ##ew in main centres .

reference_raw: On March 22, Traore sent a call for peace and announced an overnight curfew in the main centres.

reference_spacy_tokens: On March 22 , Traore sent a call for peace and announced an overnight curfew in the main centres .


fn_spacy_tokens_for_baseline: Residents who got away from the rebels fled to encampments near the border with Guinea .

source_bert_toks: residents who got away from the rebels fled to en ##camp ##ments near the border with guinea .

reference_raw: Residents who escaped the rebels fled to camps near the Guinean border.

reference_spacy_tokens: Residents who escaped the rebels fled to camps near the Guinean border .


fn_spacy_tokens_for_baseline: For these people you will need to adopt more rigorously agreed targets and measures of performance .

source_bert_toks: for these people you will need to adopt more rigorous ##ly agreed targets and measures of performance .

reference_raw: You will have to take stricter agreed targets and performance measures for these people.

reference_spacy_tokens: You will have to take stricter agreed targets and performance measures for these people .


fn_spacy_tokens_for_baseline: As a proportion of total population , this represents a decrease from 65.2 per cent in 1801 to just under one - half in 1851 and to 17.6 per cent in 1939 .

source_bert_toks: as a proportion of total population , this represents a decrease from 65 . 2 per cent in 1801 to just under one - half in 1851 and to 17 . 6 per cent in 1939 .

reference_raw: As a percentage of the total population, this represents a reduction from 65.2% in 1801 to just under half in 1851 and 17.6% in 1939.

reference_spacy_tokens: As a percentage of the total population , this represents a reduction from 65.2 % in 1801 to just under half in 1851 and 17.6 % in 1939 .


fn_spacy_tokens_for_baseline: It is clearly related to man 's activities inland in draining the wetlands , cutting peat and altering the courses of the rivers Brue , Axe and Parrett .

source_bert_toks: it is clearly related to man ' s activities inland in draining the wetlands , cutting peat and altering the courses of the rivers br ##ue , axe and par ##ret ##t .

reference_raw: It is clearly related to human activities in the inland waterways in the wetlands, the cutting of peat and the change in the course of the Brue, Axe and Parrett rivers.

reference_spacy_tokens: It is clearly related to human activities in the inland waterways in the wetlands , the cutting of peat and the change in the course of the Brue , Axe and Parrett rivers .


fn_spacy_tokens_for_baseline: I just saw on the news last night that they said the average time a sentenced murderer , you know , is in jail is two years before he 's paroled and a rapists is like six months and a burglar is like two months .

source_bert_toks: i just saw on the news last night that they said the average time a sentenced murderer , you know , is in jail is two years before he ' s parole ##d and a rap ##ists is like six months and a bu ##rg ##lar is like two months .

reference_raw: Last night, I saw on the news that the average time a convicted killer, you know, was in prison was two years before he was paroled, and a violent man was about six months old, and a thief was about two months old.

reference_spacy_tokens: Last night , I saw on the news that the average time a convicted killer , you know , was in prison was two years before he was paroled , and a violent man was about six months old , and a thief was about two months old .


fn_spacy_tokens_for_baseline: He laughed softly as he moved away again , and Fran stormed into the room and slammed the door , but it was n't that easy to close the door on what he 'd said .

source_bert_toks: he laughed softly as he moved away again , and fran stormed into the room and slammed the door , but it wasn ' t that easy to close the door on what he ' d said .

reference_raw: He laughed softly as he walked away again, and Fran burst into the room and slammed the door shut, but it was not easy to close the door on what he had said.

reference_spacy_tokens: He laughed softly as he walked away again , and Fran burst into the room and slammed the door shut , but it was not easy to close the door on what he had said .


fn_spacy_tokens_for_baseline: I am a man who destroys the women he lives with .

source_bert_toks: i am a man who destroys the women he lives with .

reference_raw: I'm the man who ruins the women he lives with.

reference_spacy_tokens: I 'm the man who ruins the women he lives with .


fn_spacy_tokens_for_baseline: Laura had never had any doubts that she 'd made the right decision .

source_bert_toks: laura had never had any doubts that she ' d made the right decision .

reference_raw: Laura had no doubt that she had made the right decision.

reference_spacy_tokens: Laura had no doubt that she had made the right decision .


fn_spacy_tokens_for_baseline: Immediately the two youngsters had been forced to descend back down into the tunnel .

source_bert_toks: immediately the two young ##sters had been forced to descend back down into the tunnel .

reference_raw: Instantly, the two young men were forced back down the tunnel.

reference_spacy_tokens: Instantly , the two young men were forced back down the tunnel .


fn_spacy_tokens_for_baseline: By lending credence to the Lewinsky charges , and treating Clinton 's familiar defenses as the lies and half - lies they seem to be , Stephanopoulos shows he 's not a fool .

source_bert_toks: by lending cr ##ede ##nce to the lew ##insky charges , and treating clinton ' s familiar defenses as the lies and half - lies they seem to be , stephan ##op ##oulos shows he ' s not a fool .

reference_raw: By lending credibility to Lewinsky's accusations and treating Clinton's well-known defences as lies and half-lies, Stephanopoulos proves that he is not a fool.

reference_spacy_tokens: By lending credibility to Lewinsky 's accusations and treating Clinton 's well - known defences as lies and half - lies , Stephanopoulos proves that he is not a fool .


fn_spacy_tokens_for_baseline: The rest of the year , life goes on at its accustomed pace : rickety machines chugging in two - man factories , children in school uniforms being ferried home to houseboats , and the old fishermen stirring shrimp paste .

source_bert_toks: the rest of the year , life goes on at its accustomed pace : rick ##ety machines chu ##gging in two - man factories , children in school uniforms being fe ##rrie ##d home to house ##boats , and the old fishermen stirring shrimp paste .

reference_raw: Life goes on for the rest of the year at its usual pace: rickety machinery chugging in two-man factories, children in school uniforms being ferried home to houseboats, and old fishermen mixing shrimp paste.

reference_spacy_tokens: Life goes on for the rest of the year at its usual pace : rickety machinery chugging in two - man factories , children in school uniforms being ferried home to houseboats , and old fishermen mixing shrimp paste .


fn_spacy_tokens_for_baseline: The name Currie is possibly a corruption of the Latin word Coria , a meeting place , or from the Gaelic Curagh , a mossy dell .

source_bert_toks: the name currie is possibly a corruption of the latin word co ##ria , a meeting place , or from the gaelic cu ##rag ##h , a moss ##y dell .

reference_raw: The name Currie may be corrupted by the Latin word Coria, the rendezvous point, or Gaelic Curagh, the mossy valley.

reference_spacy_tokens: The name Currie may be corrupted by the Latin word Coria , the rendezvous point , or Gaelic Curagh , the mossy valley .


fn_spacy_tokens_for_baseline: His blunt observation had pulled the ground from beneath her feet .

source_bert_toks: his blunt observation had pulled the ground from beneath her feet .

reference_raw: His dull observation tugged the floor from under her feet.

reference_spacy_tokens: His dull observation tugged the floor from under her feet .


fn_spacy_tokens_for_baseline: When I played in the Wimbledon final , I knew that I had certain kinds of weaknesses .

source_bert_toks: when i played in the wimbledon final , i knew that i had certain kinds of weaknesses .

reference_raw: When I played in the Wimbledon Finals, I knew I had a few flaws.

reference_spacy_tokens: When I played in the Wimbledon Finals , I knew I had a few flaws .


fn_spacy_tokens_for_baseline: In the event of our asking you to input other sets of data for subsequent disks we will pay you £ 250 per disk on delivery .

source_bert_toks: in the event of our asking you to input other sets of data for subsequent disks we will pay you £2 ##50 per disk on delivery .

reference_raw: If we ask you to enter additional data sets for subsequent disks, we will pay you £250 per disk on delivery.

reference_spacy_tokens: If we ask you to enter additional data sets for subsequent disks , we will pay you £ 250 per disk on delivery .


fn_spacy_tokens_for_baseline: He said it was premature to make further comment .

source_bert_toks: he said it was premature to make further comment .

reference_raw: He said it was too early to comment.

reference_spacy_tokens: He said it was too early to comment .


fn_spacy_tokens_for_baseline: The complex contains the oldest wooden stage in China , used by the Wan Fu Tai Chinese opera .

source_bert_toks: the complex contains the oldest wooden stage in china , used by the wan fu tai chinese opera .

reference_raw: It contains the oldest wooden stage in China used by the Chinese opera Wan Fu Tai.

reference_spacy_tokens: It contains the oldest wooden stage in China used by the Chinese opera Wan Fu Tai .


fn_spacy_tokens_for_baseline: The murderous instincts of the sex war lead not to union but to a fragmentation which destroys the ability to comprehend life on any normal level ,

source_bert_toks: the murderous instincts of the sex war lead not to union but to a fragmentation which destroys the ability to comprehend life on any normal level ,

reference_raw: The deadly instincts of the sex war lead not to union, but to fragmentation that destroys the ability to understand life at any normal level.

reference_spacy_tokens: The deadly instincts of the sex war lead not to union , but to fragmentation that destroys the ability to understand life at any normal level .


fn_spacy_tokens_for_baseline: She was sent for psychiatric treatment in March after a court martial found her guilty of the manslaughter of riding instructress Marika Sparfeld at the military base in August last year .

source_bert_toks: she was sent for psychiatric treatment in march after a court martial found her guilty of the mans ##lau ##ght ##er of riding ins ##truct ##ress mari ##ka spa ##rf ##eld at the military base in august last year .

reference_raw: She was sent for psychiatric treatment in March after a court-martial in August of last year, when she was convicted of the murder of riding instructor Marika Sparfeld at the military base.

reference_spacy_tokens: She was sent for psychiatric treatment in March after a court - martial in August of last year , when she was convicted of the murder of riding instructor Marika Sparfeld at the military base .


fn_spacy_tokens_for_baseline: Sometimes a problem is so worded as to involve two successive questions , but the second question logically arises only if the first is answered in a certain way .

source_bert_toks: sometimes a problem is so word ##ed as to involve two successive questions , but the second question logical ##ly arises only if the first is answered in a certain way .

reference_raw: Sometimes the problem is formulated in such a way as to involve two consecutive questions, but the second question is logical only if the first is answered in a certain way.

reference_spacy_tokens: Sometimes the problem is formulated in such a way as to involve two consecutive questions , but the second question is logical only if the first is answered in a certain way .


fn_spacy_tokens_for_baseline: Following Alexander 's death , his lands were divided among his generals .

source_bert_toks: following alexander ' s death , his lands were divided among his generals .

reference_raw: After Alexander died, his country was divided between his generals.

reference_spacy_tokens: After Alexander died , his country was divided between his generals .


fn_spacy_tokens_for_baseline: Yet the Jamaicans emerged as the most culturally dynamic of all Caribbean peoples .

source_bert_toks: yet the jamaican ##s emerged as the most culturally dynamic of all caribbean peoples .

reference_raw: But the Jamaicans have emerged as the most culturally dynamism of all the Caribbean nations.

reference_spacy_tokens: But the Jamaicans have emerged as the most culturally dynamism of all the Caribbean nations .


fn_spacy_tokens_for_baseline: Strong opposition from local populations has put an effective halt to further building of nuclear or hydro - electric facilities in many European countries .

source_bert_toks: strong opposition from local populations has put an effective halt to further building of nuclear or hydro - electric facilities in many european countries .

reference_raw: Strong resistance from the local population has effectively stopped the further construction of nuclear and hydroelectric installations in many European countries.

reference_spacy_tokens: Strong resistance from the local population has effectively stopped the further construction of nuclear and hydroelectric installations in many European countries .


fn_spacy_tokens_for_baseline: At the centre of the controversy was Professor Stephen Salter , now Professor of Engineering Design at Edinburgh University , and the inventor of one of the most promising wave power systems .

source_bert_toks: at the centre of the controversy was professor stephen salt ##er , now professor of engineering design at edinburgh university , and the inventor of one of the most promising wave power systems .

reference_raw: At the center of the controversy was Professor Stephen Salter, now a professor of engineering design at the University of Edinburgh, and the invention of one of the most promising wave power systems.

reference_spacy_tokens: At the center of the controversy was Professor Stephen Salter , now a professor of engineering design at the University of Edinburgh , and the invention of one of the most promising wave power systems .


fn_spacy_tokens_for_baseline: His dancing dark eyes voyaged up and down her seated form as if reminding himself .

source_bert_toks: his dancing dark eyes voyage ##d up and down her seated form as if reminding himself .

reference_raw: His dancing dark eyes moved up and down her seated figure, as if reminding himself of it.

reference_spacy_tokens: His dancing dark eyes moved up and down her seated figure , as if reminding himself of it .


fn_spacy_tokens_for_baseline: MMT Computing Plc reduced its stake in Total Systems Plc to under 3 % .

source_bert_toks: mm ##t computing plc reduced its stake in total systems plc to under 3 % .

reference_raw: MMT Computing Plc decreased its share of Total Systems Plc to less than 3%.

reference_spacy_tokens: MMT Computing Plc decreased its share of Total Systems Plc to less than 3 % .


fn_spacy_tokens_for_baseline: Bird Alighting ( Peopeo Tholekt ) rode out to parley , but returned in consternation after one of the civilians repeatedly jabbed a rifle into his ribs .

source_bert_toks: bird ali ##ght ##ing ( pe ##ope ##o tho ##le ##kt ) rode out to par ##ley , but returned in con ##ster ##nation after one of the civilians repeatedly ja ##bbed a rifle into his ribs .

reference_raw: Bird Alighting (Peopeo Tholekt) rode into the parley, but returned in shock after one of the civilians repeatedly stabbed his ribs with a rifle.

reference_spacy_tokens: Bird Alighting ( Peopeo Tholekt ) rode into the parley , but returned in shock after one of the civilians repeatedly stabbed his ribs with a rifle .


fn_spacy_tokens_for_baseline: Once more he turned his head to look into her face , and his blue eyes gleamed with amusement .

source_bert_toks: once more he turned his head to look into her face , and his blue eyes gleamed with amusement .

reference_raw: He turned his head again to meet her face, and his blue eyes glittered with amusement.

reference_spacy_tokens: He turned his head again to meet her face , and his blue eyes glittered with amusement .


fn_spacy_tokens_for_baseline: Further analyses , correcting the number of overall publications for the amount of money invested in research and development for each region , also show that , in contrast to both Canada and United States , the trend in Latin America has been an increase in relative output throughout the 1990s ( Figure 2 ) .

source_bert_toks: further analyses , correct ##ing the number of overall publications for the amount of money invested in research and development for each region , also show that , in contrast to both canada and united states , the trend in latin america has been an increase in relative output throughout the 1990s ( figure 2 ) .

reference_raw: Other analyses, which correct the number of total publications for the amount of R&D invested in each region, also show that, unlike Canada and the United States, the trend in Latin America increased relative production during the 1990s (Figure 2).

reference_spacy_tokens: Other analyses , which correct the number of total publications for the amount of R&D invested in each region , also show that , unlike Canada and the United States , the trend in Latin America increased relative production during the 1990s ( Figure 2 ) .


fn_spacy_tokens_for_baseline: 5 You can take the Braun Plaque Remover on holiday -- one night of recharging gives you a good 10 days of power if you brush your teeth twice a day for two minutes .

source_bert_toks: 5 you can take the braun plaque remove ##r on holiday - - one night of rec ##har ##ging gives you a good 10 days of power if you brush your teeth twice a day for two minutes .

reference_raw: 5 You can take the Braun Plaque Remover on holiday - one night of reloading will give you a good 10 days of power if your teeth are cleaned twice a day for two minutes.

reference_spacy_tokens: 5 You can take the Braun Plaque Remover on holiday - one night of reloading will give you a good 10 days of power if your teeth are cleaned twice a day for two minutes .


fn_spacy_tokens_for_baseline: The range is geographically important since it forms part of the main watershed of northern England .

source_bert_toks: the range is geographically important since it forms part of the main watershed of northern england .

reference_raw: The area is geographically important as it forms part of the main waters of Northern England.

reference_spacy_tokens: The area is geographically important as it forms part of the main waters of Northern England .


fn_spacy_tokens_for_baseline: If a Savage Orc shaman is with a Mob of Savage Orcs then the power of their tattoos is enhanced still further , while the wild energy of the Mob increases the Savage Orc shaman 's own power .

source_bert_toks: if a savage or ##c shaman is with a mob of savage or ##cs then the power of their tattoos is enhanced still further , while the wild energy of the mob increases the savage or ##c shaman ' s own power .

reference_raw: If the Shaman of the Savage Orcs is with the Mafia of the Savage Orcs, the power of their tattoos is increased even further, while the savage power of the Mafia increases the Shaman of the Savage Orc.

reference_spacy_tokens: If the Shaman of the Savage Orcs is with the Mafia of the Savage Orcs , the power of their tattoos is increased even further , while the savage power of the Mafia increases the Shaman of the Savage Orc .


fn_spacy_tokens_for_baseline: Both Mr Pitman Senior and Junior were reps who grew progressively despondent over the standard of rooms and services they encountered on their travels .

source_bert_toks: both mr pit ##man senior and junior were rep ##s who grew progressively des ##pon ##dent over the standard of rooms and services they encountered on their travels .

reference_raw: Both Mr. Pitman Sr. and Junior were reps, who became increasingly unhappy with the standard of rooms and services they encountered in their travels.

reference_spacy_tokens: Both Mr. Pitman Sr . and Junior were reps , who became increasingly unhappy with the standard of rooms and services they encountered in their travels .


fn_spacy_tokens_for_baseline: Libyan rebels have captured key swaths of the western highlands , including the city of Zintan , prompting a fierce government counterattack that has sent thousands of Libyans fleeing into Tunisia .

source_bert_toks: libyan rebels have captured key swat ##hs of the western highlands , including the city of z ##int ##an , prompting a fierce government counterattack that has sent thousands of libyan ##s fleeing into tunisia .

reference_raw: The Libyan rebels have taken the key swaths of the western highlands, including the city of Zintan, which has prompted a violent government retaliation that has sent thousands of Libyans fleeing to Tunisia.

reference_spacy_tokens: The Libyan rebels have taken the key swaths of the western highlands , including the city of Zintan , which has prompted a violent government retaliation that has sent thousands of Libyans fleeing to Tunisia .


fn_spacy_tokens_for_baseline: Having thought through some or all of these questions and taken a hard look at the future you next need to analyse the job itself .

source_bert_toks: having thought through some or all of these questions and taken a hard look at the future you next need to anal ##yse the job itself .

reference_raw: When you've considered some or all of these questions and studied the future, you'll have to analyze the work itself.

reference_spacy_tokens: When you 've considered some or all of these questions and studied the future , you 'll have to analyze the work itself .


fn_spacy_tokens_for_baseline: He was wearing a thin jacket , tom in places , and a thick multi - coloured scarf .

source_bert_toks: he was wearing a thin jacket , tom in places , and a thick multi - coloured scarf .

reference_raw: He wore a thin jacket, Tom in places, and a thick, multicolored shawl.

reference_spacy_tokens: He wore a thin jacket , Tom in places , and a thick , multicolored shawl .


fn_spacy_tokens_for_baseline: ' I only hope you 're right ! ' he said in anguished tones .

source_bert_toks: ' i only hope you ' re right ! ' he said in anguish ##ed tones .

reference_raw: "I just hope you're right!" he said anxiously.

reference_spacy_tokens: " I just hope you 're right ! " he said anxiously .


fn_spacy_tokens_for_baseline: Just in case anyone believes the propaganda that the Ciskei is a ' homeland ' and its puppet dictator Brigadier Oupa Gqoza are ' independent ' of white racist South Africa , here are a few facts about the Ciskei army .

source_bert_toks: just in case anyone believes the propaganda that the cis ##kei is a ' homeland ' and its puppet dictator brigadier ou ##pa g ##q ##oza are ' independent ' of white racist south africa , here are a few facts about the cis ##kei army .

reference_raw: Just in case anyone believes that the propaganda that the Ciskei is a "homeland" and that its puppet warlord, Brigadier Oupa Gqoza, is "independent" of the white racist South Africa, there are some facts about the Ciskei army.

reference_spacy_tokens: Just in case anyone believes that the propaganda that the Ciskei is a " homeland " and that its puppet warlord , Brigadier Oupa Gqoza , is " independent " of the white racist South Africa , there are some facts about the Ciskei army .


fn_spacy_tokens_for_baseline: Stanley was once one of the main fishing villages on Hong Kong Island .

source_bert_toks: stanley was once one of the main fishing villages on hong kong island .

reference_raw: Stanley used to be one of Hong Kong Island's main fishing settlements.

reference_spacy_tokens: Stanley used to be one of Hong Kong Island 's main fishing settlements .


fn_spacy_tokens_for_baseline: The Everqueen is slain and her children believed lost .

source_bert_toks: the ever ##que ##en is slain and her children believed lost .

reference_raw: Everqueen was killed, and her children believed they were lost.

reference_spacy_tokens: Everqueen was killed , and her children believed they were lost .


fn_spacy_tokens_for_baseline: In the 1890s , Theodor Herzl ( 1860 - 1904 ) worked to organize a movement , Zionism , to create a Jewish state .

source_bert_toks: in the 1890s , theodor her ##z ##l ( 1860 - 1904 ) worked to organize a movement , zion ##ism , to create a jewish state .

reference_raw: In the 1890s, Theodor Herzl (1860-1904) worked to organize the Zionism movement and create a Jewish nation.

reference_spacy_tokens: In the 1890s , Theodor Herzl ( 1860 - 1904 ) worked to organize the Zionism movement and create a Jewish nation .


fn_spacy_tokens_for_baseline: The SADCC held its 10th annual conference on co - operation in Lusaka , the Zambian capital , on Feb. 1 - 2 , 1990 .

source_bert_toks: the sad ##cc held its 10th annual conference on co - operation in lu ##saka , the zambia ##n capital , on feb . 1 - 2 , 1990 .

reference_raw: On February 1-2, 1990, the SADCC held its tenth annual conference on cooperation in Lusaka, the Zambian Capitol.

reference_spacy_tokens: On February 1 - 2 , 1990 , the SADCC held its tenth annual conference on cooperation in Lusaka , the Zambian Capitol .


fn_spacy_tokens_for_baseline: Like herself , he had a very slippery grasp on the past .

source_bert_toks: like herself , he had a very slippery grasp on the past .

reference_raw: Like her, he had a very slippery understanding of the past.

reference_spacy_tokens: Like her , he had a very slippery understanding of the past .


fn_spacy_tokens_for_baseline: Although the government continued to suspect him , he seems not to have taken any further part in rebellious activities and tried to dissuade his old friend Thomas Russell [ q.v . ] from organizing another rebellion in 1803 .

source_bert_toks: although the government continued to suspect him , he seems not to have taken any further part in rebellious activities and tried to di ##ss ##ua ##de his old friend thomas russell [ q . v . ] from organizing another rebellion in 1803 .

reference_raw: Although the government continued to suspect him, it appears that he was no longer involved in rebellious activities and tried to discourage his old friend Thomas Russell [QV] from organizing another rebellion in 1803.

reference_spacy_tokens: Although the government continued to suspect him , it appears that he was no longer involved in rebellious activities and tried to discourage his old friend Thomas Russell [ QV ] from organizing another rebellion in 1803 .


fn_spacy_tokens_for_baseline: Townscapes in Watercolour is splendid in every respect .

source_bert_toks: towns ##cape ##s in water ##col ##our is splendid in every respect .

reference_raw: The cities of Watercolour are beautiful in every way.

reference_spacy_tokens: The cities of Watercolour are beautiful in every way .


fn_spacy_tokens_for_baseline: Guangdong Province has some of China 's most fertile land , and grows two crops of rice a year , along with vegetables of all kinds .

source_bert_toks: guangdong province has some of china ' s most fertile land , and grows two crops of rice a year , along with vegetables of all kinds .

reference_raw: The province of Guangdong has one of the most fertile lands in China, and it grows two rice crops annually, along with vegetables of all kinds.

reference_spacy_tokens: The province of Guangdong has one of the most fertile lands in China , and it grows two rice crops annually , along with vegetables of all kinds .


fn_spacy_tokens_for_baseline: This would not preclude close working relations between purchasers and providers working closely to improve quality .

source_bert_toks: this would not pre ##cl ##ude close working relations between purchase ##rs and providers working closely to improve quality .

reference_raw: This would not prevent close working relationships between buyers and providers working closely to improve quality.

reference_spacy_tokens: This would not prevent close working relationships between buyers and providers working closely to improve quality .


fn_spacy_tokens_for_baseline: The final volume of Michael Holroyd 's massive biography has just appeared ( The Last Laugh , Chatto & Windus , £ 10.99 ) , detailing what happened to Shaw 's money and memory after his death .

source_bert_toks: the final volume of michael ho ##lr ##oy ##d ' s massive biography has just appeared ( the last laugh , chat ##to & wind ##us , £10 . 99 ) , detailing what happened to shaw ' s money and memory after his death .

reference_raw: The final volume of Michael Holroyd's massive resume (Last Laughter, Chatto & Windus, £10.99) has just appeared, detailing what happened to Shaw's money and memory after his death.

reference_spacy_tokens: The final volume of Michael Holroyd 's massive resume ( Last Laughter , Chatto & Windus , £ 10.99 ) has just appeared , detailing what happened to Shaw 's money and memory after his death .


fn_spacy_tokens_for_baseline: However , there was still one more thing to worry about : the currency protection deal which Virgin had entered into at the beginning of the aircraft negotiation .

source_bert_toks: however , there was still one more thing to worry about : the currency protection deal which virgin had entered into at the beginning of the aircraft negotiation .

reference_raw: But there was one thing to worry about: the exchange-protection agreement that Virgin had made at the start of the plane negotiations.

reference_spacy_tokens: But there was one thing to worry about : the exchange - protection agreement that Virgin had made at the start of the plane negotiations .


fn_spacy_tokens_for_baseline: Seychellois prefer the meat of female goats over that of males .

source_bert_toks: se ##ych ##ello ##is prefer the meat of female goats over that of males .

reference_raw: Seychellois likes the meat of female goats more than the meat of males.

reference_spacy_tokens: Seychellois likes the meat of female goats more than the meat of males .


fn_spacy_tokens_for_baseline: There was an unsettling gleam in his eye as he got up .

source_bert_toks: there was an un ##sett ##ling gleam in his eye as he got up .

reference_raw: When he got to his feet, there was a disturbing gleam in his eyes.

reference_spacy_tokens: When he got to his feet , there was a disturbing gleam in his eyes .


fn_spacy_tokens_for_baseline: The whole of the first day 's proceedings was taken up with debate on the new presidency , again featuring accusations principally by radical deputies of the potential for authoritarianism and dictatorship .

source_bert_toks: the whole of the first day ' s proceedings was taken up with debate on the new presidency , again featuring accusations principally by radical deputies of the potential for authoritarian ##ism and dictatorship .

reference_raw: The entire first day of the proceedings was debated about the new presidency, and again the allegations were made mainly by radical representatives of the potential for authoritarianism and dictatorship.

reference_spacy_tokens: The entire first day of the proceedings was debated about the new presidency , and again the allegations were made mainly by radical representatives of the potential for authoritarianism and dictatorship .


fn_spacy_tokens_for_baseline: It carries paternal antigens and is therefore a foreign body that ought to be attacked , and to obviate this there are probably blocking factors that prevent the paternal antigens from eliciting any reaction .

source_bert_toks: it carries paternal antigen ##s and is therefore a foreign body that ought to be attacked , and to ob ##via ##te this there are probably blocking factors that prevent the paternal antigen ##s from eli ##cit ##ing any reaction .

reference_raw: It carries fatherly antigens and is therefore a foreign body that should be attacked, and in order to avoid it, there are likely to be blocking factors that prevent fatherly antigens from causing any reaction.

reference_spacy_tokens: It carries fatherly antigens and is therefore a foreign body that should be attacked , and in order to avoid it , there are likely to be blocking factors that prevent fatherly antigens from causing any reaction .


fn_spacy_tokens_for_baseline: Suddenly the car stopped , the passenger got out and fired a Kalashnikov rifle at the police car , hitting it at least nine times .

source_bert_toks: suddenly the car stopped , the passenger got out and fired a kala ##sh ##nikov rifle at the police car , hitting it at least nine times .

reference_raw: The car stopped abruptly, and the passenger got out and shot at the police car with a Kalashnikov rifle, which hit him at least nine times.

reference_spacy_tokens: The car stopped abruptly , and the passenger got out and shot at the police car with a Kalashnikov rifle , which hit him at least nine times .


fn_spacy_tokens_for_baseline: They are trying to exterminate the old .

source_bert_toks: they are trying to ex ##ter ##minate the old .

reference_raw: He's trying to wipe out the old ones.

reference_spacy_tokens: He 's trying to wipe out the old ones .


fn_spacy_tokens_for_baseline: But last night Mr Milburn said : ' The Tories are clearly rattled by this new campaign .

source_bert_toks: but last night mr mil ##burn said : ' the tori ##es are clearly rattled by this new campaign .

reference_raw: But last night, Mr. Milburn said, "The Tories are obviously shaken by this new campaign.

reference_spacy_tokens: But last night , Mr. Milburn said , " The Tories are obviously shaken by this new campaign .


fn_spacy_tokens_for_baseline: Other factors , such as the social environment , material resources and -- most importantly -- ; the meanings which individuals attach to situations and events , are also essential to the development of an adequate conceptual framework .

source_bert_toks: other factors , such as the social environment , material resources and - - most importantly - - ; the meanings which individuals attach to situations and events , are also essential to the development of an adequate conceptual framework .

reference_raw: Other factors, such as the social environment, the material resources and, most importantly, the meanings that individuals attach to situations and events, are also crucial to developing an appropriate conceptual framework.

reference_spacy_tokens: Other factors , such as the social environment , the material resources and , most importantly , the meanings that individuals attach to situations and events , are also crucial to developing an appropriate conceptual framework .


fn_spacy_tokens_for_baseline: Suppose , for example , the rate of technical progress is a function of expenditure on research .

source_bert_toks: suppose , for example , the rate of technical progress is a function of expenditure on research .

reference_raw: Suppose, for example, that the rate of technical progress is part of the cost of research.

reference_spacy_tokens: Suppose , for example , that the rate of technical progress is part of the cost of research .


fn_spacy_tokens_for_baseline: For example the most usual constraint we impose on ourselves is to believe that it is incumbent on us to carry out all the steps of a manufacturing process ourselves .

source_bert_toks: for example the most usual constraint we impose on ourselves is to believe that it is incumbent on us to carry out all the steps of a manufacturing process ourselves .

reference_raw: The most common constraint we impose on ourselves, for example, is the belief that it is our duty to carry out all the steps of the production process ourselves.

reference_spacy_tokens: The most common constraint we impose on ourselves , for example , is the belief that it is our duty to carry out all the steps of the production process ourselves .


fn_spacy_tokens_for_baseline: " Those arrested are people who knew exactly what they were doing , knew they were committing crimes and went up into the hills to start fires , sometimes more than one , " said the president of Galicia 's regional government , Emilio Perez Tourino .

source_bert_toks: " those arrested are people who knew exactly what they were doing , knew they were committing crimes and went up into the hills to start fires , sometimes more than one , " said the president of galicia ' s regional government , emilio perez tour ##ino .

reference_raw: "The ones arrested are people who knew exactly what they were doing, knew they were committing crimes, and went up into the hills to start fires, sometimes more than one," said the president of Galicia's regional administration, Emilio Perez Tourino.

reference_spacy_tokens: " The ones arrested are people who knew exactly what they were doing , knew they were committing crimes , and went up into the hills to start fires , sometimes more than one , " said the president of Galicia 's regional administration , Emilio Perez Tourino .


fn_spacy_tokens_for_baseline: They may seem inexpensive , but a will is a legal document and should be drawn up carefully and signed and witnessed in a particular way .

source_bert_toks: they may seem inexpensive , but a will is a legal document and should be drawn up carefully and signed and witnessed in a particular way .

reference_raw: They may seem cheap, but the will is a legal document and should be drawn up carefully and signed and witnessed in a specific way.

reference_spacy_tokens: They may seem cheap , but the will is a legal document and should be drawn up carefully and signed and witnessed in a specific way .


fn_spacy_tokens_for_baseline: And there was a picture engraved on glass , illustrating the fable of the milkmaid and her pail .

source_bert_toks: and there was a picture engraved on glass , illustrating the fable of the milk ##maid and her pa ##il .

reference_raw: And there was a picture engraved on the glass, illustrating the story of the milkmaid and her bucket.

reference_spacy_tokens: And there was a picture engraved on the glass , illustrating the story of the milkmaid and her bucket .


fn_spacy_tokens_for_baseline: And , while the dark gaze stayed watchful , there was that devastating smile again , creasing the harsh features into warmth , taking her by surprise , exerting considerable charm .

source_bert_toks: and , while the dark gaze stayed watch ##ful , there was that devastating smile again , cr ##ea ##sing the harsh features into warmth , taking her by surprise , ex ##ert ##ing considerable charm .

reference_raw: And while the dark eyes remained watchful, there was the grin of destruction once more, tearing the hard features into warmth, surprising her, and exerting a great deal of charm.

reference_spacy_tokens: And while the dark eyes remained watchful , there was the grin of destruction once more , tearing the hard features into warmth , surprising her , and exerting a great deal of charm .


fn_spacy_tokens_for_baseline: It was a large , almost gracious , room with a high ceiling and long windows hung with faded blue brocade curtains .

source_bert_toks: it was a large , almost gr ##acious , room with a high ceiling and long windows hung with faded blue bro ##cade curtains .

reference_raw: It was a large, almost kindly room with tall ceilings and long windows hung with faded blue brocade curtains.

reference_spacy_tokens: It was a large , almost kindly room with tall ceilings and long windows hung with faded blue brocade curtains .


fn_spacy_tokens_for_baseline: His lashes quivered but did n't lift , and she saw that his lips had parted to reveal his teeth .

source_bert_toks: his lashes quiver ##ed but didn ' t lift , and she saw that his lips had parted to reveal his teeth .

reference_raw: His whips trembled but did not lift, and she saw his lips part to reveal his teeth.

reference_spacy_tokens: His whips trembled but did not lift , and she saw his lips part to reveal his teeth .


fn_spacy_tokens_for_baseline: Because teaching a man to fish will keep him fed for his entire life .

source_bert_toks: because teaching a man to fish will keep him fed for his entire life .

reference_raw: Because learning a man how to fish will feed him for the rest of his life.

reference_spacy_tokens: Because learning a man how to fish will feed him for the rest of his life .


fn_spacy_tokens_for_baseline: She went over to the sink and splashed her face with cold water over and over again .

source_bert_toks: she went over to the sink and splashed her face with cold water over and over again .

reference_raw: She went to the sink and poured cold water over and over her face.

reference_spacy_tokens: She went to the sink and poured cold water over and over her face .


fn_spacy_tokens_for_baseline: An investigation by a Commission taskforce into the implications of the single market also concluded that existing systems are inadequate to ensure the protection of the environment .

source_bert_toks: an investigation by a commission task ##force into the implications of the single market also concluded that existing systems are inadequate to ensure the protection of the environment .

reference_raw: The Commission Working Party's examination of the effects of the Single Market also concluded that the existing systems were insufficient to ensure environmental protection.

reference_spacy_tokens: The Commission Working Party 's examination of the effects of the Single Market also concluded that the existing systems were insufficient to ensure environmental protection .


fn_spacy_tokens_for_baseline: They were both tickled at the image of Dorothy as a defender of the public good .

source_bert_toks: they were both tick ##led at the image of dorothy as a defender of the public good .

reference_raw: The image of Dorothy as a defender of the public good made them both tickly.

reference_spacy_tokens: The image of Dorothy as a defender of the public good made them both tickly .


fn_spacy_tokens_for_baseline: You could see this realization dawning on Barbara Walters ' grave face .

source_bert_toks: you could see this realization dawn ##ing on barbara walters ' grave face .

reference_raw: You could see the realization in Barbara Walters' grave expression.

reference_spacy_tokens: You could see the realization in Barbara Walters ' grave expression .


fn_spacy_tokens_for_baseline: It contains and excellent article about Pat Keen and her classes , a splendid photo of Pat herself and the observation -- accurate indeed -- that she looked years younger than her age .

source_bert_toks: it contains and excellent article about pat keen and her classes , a splendid photo of pat herself and the observation - - accurate indeed - - that she looked years younger than her age .

reference_raw: It contains and is an excellent story about Pat Keen and her class, a beautiful photograph of Pat herself, and an observation - accurately - that she looked years younger than her own age.

reference_spacy_tokens: It contains and is an excellent story about Pat Keen and her class , a beautiful photograph of Pat herself , and an observation - accurately - that she looked years younger than her own age .


fn_spacy_tokens_for_baseline: He raved about that delicacy each and every time we met .

source_bert_toks: he rave ##d about that del ##ica ##cy each and every time we met .

reference_raw: Every time we met, he was mad about this delicacy.

reference_spacy_tokens: Every time we met , he was mad about this delicacy .


fn_spacy_tokens_for_baseline: Also , ringers do n't always live where the bells need to be rung -- like in small , rural parishes and inner - city churches .

source_bert_toks: also , ring ##ers don ' t always live where the bells need to be run ##g - - like in small , rural parishes and inner - city churches .

reference_raw: Also, ringers do not always live where the bells must be ringed - as in small rural parishes and churches in the inner city.

reference_spacy_tokens: Also , ringers do not always live where the bells must be ringed - as in small rural parishes and churches in the inner city .


fn_spacy_tokens_for_baseline: In March 1931 Snowden , the Chancellor of the Exchequer , referred to ' the national position [ as being ] so grave that drastic and disagreeable measures will have to be taken ' , and accepted a Liberal amendment to set up an Economy Committee .

source_bert_toks: in march 1931 snow ##den , the chancellor of the exchequer , referred to ' the national position [ as being ] so grave that drastic and disagree ##able measures will have to be taken ' , and accepted a liberal amendment to set up an economy committee .

reference_raw: In March 1931 Snowden, the Chancellor of the Exchequer, referred to the "national position [as being] so serious that drastic and unsatisfactory measures would have to be taken" and adopted a liberal amendment to set up an Economic Committee.

reference_spacy_tokens: In March 1931 Snowden , the Chancellor of the Exchequer , referred to the " national position [ as being ] so serious that drastic and unsatisfactory measures would have to be taken " and adopted a liberal amendment to set up an Economic Committee .


fn_spacy_tokens_for_baseline: However , many inhabitants have been evacuated due to the fire threatening their homes , including the entire villages of Mykland and Belland .

source_bert_toks: however , many inhabitants have been evacuated due to the fire threatening their homes , including the entire villages of my ##kla ##nd and bella ##nd .

reference_raw: However, many people were evacuated as a result of a fire that threatened their houses, including the entire villages of Mykland and Belland.

reference_spacy_tokens: However , many people were evacuated as a result of a fire that threatened their houses , including the entire villages of Mykland and Belland .


fn_spacy_tokens_for_baseline: By 1945 , the population had grown to almost 20,000 , with workers and airmen moving in at a rapid pace .

source_bert_toks: by 1945 , the population had grown to almost 20 , 000 , with workers and airmen moving in at a rapid pace .

reference_raw: By 1945, the population had grown to nearly 20,000, and workers and airmen were moving fast.

reference_spacy_tokens: By 1945 , the population had grown to nearly 20,000 , and workers and airmen were moving fast .


fn_spacy_tokens_for_baseline: 1 The attacker grabs hold of the defender 's collar with his right hand .

source_bert_toks: 1 the attacker grabs hold of the defender ' s collar with his right hand .

reference_raw: 1 The assailant clasps his right hand around the defender's collar.

reference_spacy_tokens: 1 The assailant clasps his right hand around the defender 's collar .


fn_spacy_tokens_for_baseline: Hamas was founded in 1988 by a blind paraplegic cleric who was influenced by the Islamic muslim brotherhood , with backing from Israel , he set up sharities in the improverished strip in the 1970s .

source_bert_toks: hamas was founded in 1988 by a blind para ##ple ##gic cleric who was influenced by the islamic muslim brotherhood , with backing from israel , he set up sha ##rit ##ies in the improve ##rish ##ed strip in the 1970s .

reference_raw: In 1988, Hamas was set up by a blind paraplegic priest, who was influenced by the Islamic Muslim fraternity, and in the 1970s, with the support of Israel, created shares in the improved band.

reference_spacy_tokens: In 1988 , Hamas was set up by a blind paraplegic priest , who was influenced by the Islamic Muslim fraternity , and in the 1970s , with the support of Israel , created shares in the improved band .


fn_spacy_tokens_for_baseline: Some private sector occupational schemes are generous towards widows , especially if the death occurs in service .

source_bert_toks: some private sector occupational schemes are generous towards widows , especially if the death occurs in service .

reference_raw: Some of the private sector's work programmes are magnificent to widows, in particular when death occurs in the service.

reference_spacy_tokens: Some of the private sector 's work programmes are magnificent to widows , in particular when death occurs in the service .


fn_spacy_tokens_for_baseline: In rhapsodic language reminiscent of Henry Roth , Kazin takes in all the crackling sounds and sights of the emerging city , the trolleys and the crush of people and the dark roofs of Manhattan .

source_bert_toks: in r ##ha ##ps ##od ##ic language reminiscent of henry roth , ka ##zin takes in all the crack ##ling sounds and sights of the emerging city , the trolley ##s and the crush of people and the dark roofs of manhattan .

reference_raw: In rhapsodic language like Henry Roth, Kazin takes on all the crackling noises and visions of the emerging city, the carts and the crushing of people, and the dark rooftops of Manhattan.

reference_spacy_tokens: In rhapsodic language like Henry Roth , Kazin takes on all the crackling noises and visions of the emerging city , the carts and the crushing of people , and the dark rooftops of Manhattan .


fn_spacy_tokens_for_baseline: In 1925 the Disabled Society merged with the British Legion .

source_bert_toks: in 1925 the disabled society merged with the british legion .

reference_raw: In 1925, the Disabled Society joined the British Legion.

reference_spacy_tokens: In 1925 , the Disabled Society joined the British Legion .


fn_spacy_tokens_for_baseline: The crickets chirped , the stars pulsed , the experience was wiped clean .

source_bert_toks: the cricket ##s chi ##rp ##ed , the stars pulsed , the experience was wiped clean .

reference_raw: The crickets churned, the stars pulsed, and the experience was erased.

reference_spacy_tokens: The crickets churned , the stars pulsed , and the experience was erased .


fn_spacy_tokens_for_baseline: Sergeant Long will now be disciplined by chief officers .

source_bert_toks: sergeant long will now be disciplined by chief officers .

reference_raw: Sergeant Long will now be subjected to the commanding officers.

reference_spacy_tokens: Sergeant Long will now be subjected to the commanding officers .


fn_spacy_tokens_for_baseline: She married into the Tallentire family , who owned the pub called New Spittal in the same area but relinquished the licence because of their Methodist beliefs .

source_bert_toks: she married into the tall ##ent ##ire family , who owned the pub called new spit ##tal in the same area but relinquished the licence because of their methodist beliefs .

reference_raw: She joined the Tallentire family, who owned a pub called New Spittal in the same area, but gave up her license because of their Methodist beliefs.

reference_spacy_tokens: She joined the Tallentire family , who owned a pub called New Spittal in the same area , but gave up her license because of their Methodist beliefs .


fn_spacy_tokens_for_baseline: One of SAVE 's strongest suits has been the readiness , when other alternatives have been exhausted , to initiate legal action .

source_bert_toks: one of save ' s strongest suits has been the readiness , when other alternatives have been exhausted , to initiate legal action .

reference_raw: One of SAVE's most powerful suits was the readiness to initiate legal proceedings if other options were used up.

reference_spacy_tokens: One of SAVE 's most powerful suits was the readiness to initiate legal proceedings if other options were used up .


fn_spacy_tokens_for_baseline: Thus the diversified structure had its own in - built fragility .

source_bert_toks: thus the diversified structure had its own in - built fra ##gil ##ity .

reference_raw: So the diversified structure had its own frailty.

reference_spacy_tokens: So the diversified structure had its own frailty .


fn_spacy_tokens_for_baseline: The Republic of Cape Verde , composed of 10 islands off the west coast of Africa , achieved independence from Portugal in July 1975 .

source_bert_toks: the republic of cape verde , composed of 10 islands off the west coast of africa , achieved independence from portugal in july 1975 .

reference_raw: In July 1975, the Republic of Cape Verde, composed of 10 islands on the west coast of Africa, became independent of Portugal.

reference_spacy_tokens: In July 1975 , the Republic of Cape Verde , composed of 10 islands on the west coast of Africa , became independent of Portugal .


fn_spacy_tokens_for_baseline: She regards me with suspicion , but when I hold out my hand , she takes it .

source_bert_toks: she regards me with suspicion , but when i hold out my hand , she takes it .

reference_raw: He looks at me suspiciously, but when I reach out, he takes it.

reference_spacy_tokens: He looks at me suspiciously , but when I reach out , he takes it .


fn_spacy_tokens_for_baseline: By 1995 , however , 26 out of 56 known , active international terrorist groups could be classified as religious in character and / or motivation .

source_bert_toks: by 1995 , however , 26 out of 56 known , active international terrorist groups could be classified as religious in character and / or motivation .

reference_raw: However, until 1995, 26 out of 56 known, active multinational terrorist groups could be classified as religious in nature and/or motivation.

reference_spacy_tokens: However , until 1995 , 26 out of 56 known , active multinational terrorist groups could be classified as religious in nature and/or motivation .


fn_spacy_tokens_for_baseline: There have repeatedly been stories that Diana 's disapproval had stopped Charles shooting , but these rumours are quite untrue .

source_bert_toks: there have repeatedly been stories that diana ' s disapproval had stopped charles shooting , but these rumours are quite un ##tr ##ue .

reference_raw: There have been repeated rumors that Diana's disagreement has stopped Charles from shooting, but these rumors are not true.

reference_spacy_tokens: There have been repeated rumors that Diana 's disagreement has stopped Charles from shooting , but these rumors are not true .


fn_spacy_tokens_for_baseline: Its walls were dark , panelled with ancient oak , its floor stone - flagged , as was the whole of the ground floor .

source_bert_toks: its walls were dark , panel ##led with ancient oak , its floor stone - flag ##ged , as was the whole of the ground floor .

reference_raw: The walls were dark, lined with ancient oak, and the floor was stone-flagged, as was the entire ground floor.

reference_spacy_tokens: The walls were dark , lined with ancient oak , and the floor was stone - flagged , as was the entire ground floor .


fn_spacy_tokens_for_baseline: Although still recognisably human in shape , and with a skin covering of normal human skin , X - ray analysis had revealed a new and scientifically impossible internal network of industrial steel and plastics .

source_bert_toks: although still rec ##og ##nis ##ably human in shape , and with a skin covering of normal human skin , x - ray analysis had revealed a new and scientific ##ally impossible internal network of industrial steel and plastics .

reference_raw: Although still recognizably human in shape and covered with normal human skin, X-rays revealed a new and scientifically impossible internal network of industrial steel and plastics.

reference_spacy_tokens: Although still recognizably human in shape and covered with normal human skin , X - rays revealed a new and scientifically impossible internal network of industrial steel and plastics .


fn_spacy_tokens_for_baseline: Nor shall you be told of David Owen 's yearning to excel at any kind of team game ; selflessly drawing the best from all the other members and making sure he ran a truly happy dressing room .

source_bert_toks: nor shall you be told of david owen ' s yearning to excel at any kind of team game ; self ##lessly drawing the best from all the other members and making sure he ran a truly happy dressing room .

reference_raw: I'm not going to tell you about David Owen's desire to excel at any team game; selflessly drawing the best from all the other members and making sure he's running a really happy locker room.

reference_spacy_tokens: I 'm not going to tell you about David Owen 's desire to excel at any team game ; selflessly drawing the best from all the other members and making sure he 's running a really happy locker room .


fn_spacy_tokens_for_baseline: In only one presidential election year prior to 1948 did more than 20 % of the nation 's congressional districts choose a different party 's candidate for the White House than for the House of Representatives .

source_bert_toks: in only one presidential election year prior to 1948 did more than 20 % of the nation ' s congressional districts choose a different party ' s candidate for the white house than for the house of representatives .

reference_raw: In just one presidential election year before 1948, more than 20% of the national congressional districts chose another party candidate for the White House than for the House of Representatives.

reference_spacy_tokens: In just one presidential election year before 1948 , more than 20 % of the national congressional districts chose another party candidate for the White House than for the House of Representatives .


fn_spacy_tokens_for_baseline: They waded ashore on the Polynesian atoll of Raroia on 7 August 1947 just over three months after leaving Peru .

source_bert_toks: they wade ##d ashore on the poly ##nesian atoll of ra ##roi ##a on 7 august 1947 just over three months after leaving peru .

reference_raw: On August 7, 1947, just over three months after they left Peru, they were on shore at the Polynesian toll in Raroia.

reference_spacy_tokens: On August 7 , 1947 , just over three months after they left Peru , they were on shore at the Polynesian toll in Raroia .


fn_spacy_tokens_for_baseline: It has been recommended that radiologicial examination should be reserved for patients who present with confusing or indistinct diagnostic features .

source_bert_toks: it has been recommended that radio ##logic ##ial examination should be reserved for patients who present with confusing or ind ##ist ##in ##ct diagnostic features .

reference_raw: It is recommended that radiological examinations should be reserved to patients with confusional or vague diagnostic characteristics.

reference_spacy_tokens: It is recommended that radiological examinations should be reserved to patients with confusional or vague diagnostic characteristics .


fn_spacy_tokens_for_baseline: With rapid movements , she slipped out of the revealing dress and pulled a girlish white frock out of the wardrobe .

source_bert_toks: with rapid movements , she slipped out of the revealing dress and pulled a girl ##ish white fr ##ock out of the wardrobe .

reference_raw: Quickly, she slid out of the revealing dress and pulled a girl's white dress from the closet.

reference_spacy_tokens: Quickly , she slid out of the revealing dress and pulled a girl 's white dress from the closet .


fn_spacy_tokens_for_baseline: She was thinking of houseboys in a saffron uniform she 'd design herself .

source_bert_toks: she was thinking of house ##boys in a sa ##ff ##ron uniform she ' d design herself .

reference_raw: She thought of the housekeepers in the saffron suit she had designed for herself.

reference_spacy_tokens: She thought of the housekeepers in the saffron suit she had designed for herself .


fn_spacy_tokens_for_baseline: At 11 p.m. on the night of June 18 , when Edward was sitting bog - eyed with weariness in the small metal box that served him as a cabin , Foley sought him out .

source_bert_toks: at 11 p . m . on the night of june 18 , when edward was sitting bog - eyed with wear ##iness in the small metal box that served him as a cabin , foley sought him out .

reference_raw: At eleven o'clock on the night of June 18th, when Edward sat exhausted in a small metal box serving as a cabin, Foley found him.

reference_spacy_tokens: At eleven o'clock on the night of June 18th , when Edward sat exhausted in a small metal box serving as a cabin , Foley found him .


fn_spacy_tokens_for_baseline: Spread the warm toast with the chicken pate spread .

source_bert_toks: spread the warm toast with the chicken pat ##e spread .

reference_raw: Propagate the warm toast with a sprinkled chicken pate.

reference_spacy_tokens: Propagate the warm toast with a sprinkled chicken pate .


fn_spacy_tokens_for_baseline: ' Once we had this dance troupe on called Grand Slam , who appeared in leather G - strings and bras , despite the fact that all four of them were at least two stone overweight .

source_bert_toks: ' once we had this dance troupe on called grand slam , who appeared in leather g - strings and bra ##s , despite the fact that all four of them were at least two stone over ##weight .

reference_raw: 'Once we had a dance troupe called the Grand Slam, who had appeared in leather G strings and bras, even though all four of them were at least two stone weights.

reference_spacy_tokens: ' Once we had a dance troupe called the Grand Slam , who had appeared in leather G strings and bras , even though all four of them were at least two stone weights .


fn_spacy_tokens_for_baseline: Anaesthesia , vaccines , scalpels , and contact lenses are all examples of technological innovation and development .

source_bert_toks: ana ##esthesia , vaccines , scalp ##els , and contact lenses are all examples of technological innovation and development .

reference_raw: All examples of technological innovation and development are anaesthesia, vaccines, skulls and contact lenses.

reference_spacy_tokens: All examples of technological innovation and development are anaesthesia , vaccines , skulls and contact lenses .


fn_spacy_tokens_for_baseline: With his few belongings it was home to him wherever he went .

source_bert_toks: with his few belongings it was home to him wherever he went .

reference_raw: With his few things, it was his home, wherever he went.

reference_spacy_tokens: With his few things , it was his home , wherever he went .


fn_spacy_tokens_for_baseline: ' In the first hour we lost Mahmood Hussain with a hamstring injury and Nasim with a broken thumb , leaving us with three bowlers .

source_bert_toks: ' in the first hour we lost ma ##hm ##ood hussain with a ham ##st ##ring injury and nas ##im with a broken thumb , leaving us with three bowler ##s .

reference_raw: We lost Mahmood Hussain in the first hour with a hamstring wound and Nasim with a broken toe, leaving three bowlers behind.

reference_spacy_tokens: We lost Mahmood Hussain in the first hour with a hamstring wound and Nasim with a broken toe , leaving three bowlers behind .


fn_spacy_tokens_for_baseline: I have christened her the Blessed Dawg and her large brown eyes are filled with sorrowful compassion , her wrinkled forehead , which was bequeathed by her bloodhound ancestors , is the very epitome of worried concern .

source_bert_toks: i have christ ##ened her the blessed da ##wg and her large brown eyes are filled with sorrow ##ful compassion , her wrinkled forehead , which was bequeathed by her blood ##ho ##und ancestors , is the very ep ##ito ##me of worried concern .

reference_raw: I have baptized her the Blessed Dawg, and her big brown eyes are full of sorrowful sympathy, and her wrinkled forehead, left behind by her bloodhounded ancestors, is the embodiment of fear.

reference_spacy_tokens: I have baptized her the Blessed Dawg , and her big brown eyes are full of sorrowful sympathy , and her wrinkled forehead , left behind by her bloodhounded ancestors , is the embodiment of fear .


fn_spacy_tokens_for_baseline: Emmie went to the bathroom and emptied the brushes out of the tooth mug and filled it with water .

source_bert_toks: em ##mie went to the bathroom and emptied the brushes out of the tooth mug and filled it with water .

reference_raw: Emmie went into the bathroom, drained the brushes from the tooth cup, and filled it with water.

reference_spacy_tokens: Emmie went into the bathroom , drained the brushes from the tooth cup , and filled it with water .


fn_spacy_tokens_for_baseline: He said 800 of those were flown in the Kuwait theater of operations .

source_bert_toks: he said 800 of those were flown in the kuwait theater of operations .

reference_raw: He said 800 were flown to the Kuwait Theatre of Operations.

reference_spacy_tokens: He said 800 were flown to the Kuwait Theatre of Operations .


fn_spacy_tokens_for_baseline: Some of these were begging letters from old mill - workers in financial distress , and these Viola consigned to the wastepaper basket , whether or not the writers claimed nebulous acquaintanceship with her late husband .

source_bert_toks: some of these were begging letters from old mill - workers in financial distress , and these viola con ##si ##gned to the waste ##paper basket , whether or not the writers claimed ne ##bu ##lous acquaintances ##hip with her late husband .

reference_raw: Some of them begged letters from old mill-workers in financial trouble, and these Violas were sent to a wastebasket, whether or not the writers had claimed a negligent acquaintance with her late husband.

reference_spacy_tokens: Some of them begged letters from old mill - workers in financial trouble , and these Violas were sent to a wastebasket , whether or not the writers had claimed a negligent acquaintance with her late husband .


fn_spacy_tokens_for_baseline: Defenders of the orthodoxy agreed at the Council of Nicaea ( 325 ) sometimes denounced emperors such as Constantius II as heretics , and repudiated the authority of secular rulers over the church .

source_bert_toks: defenders of the orthodoxy agreed at the council of nic ##aea ( 325 ) sometimes denounced emperors such as constant ##ius ii as here ##tics , and rep ##udi ##ated the authority of secular rulers over the church .

reference_raw: The orthodoxy defenders agreed in the Nicae Council (325) sometimes condemned Emperors like Constantius II as heretics, and repudiated the authority of the secular lords over the Church.

reference_spacy_tokens: The orthodoxy defenders agreed in the Nicae Council ( 325 ) sometimes condemned Emperors like Constantius II as heretics , and repudiated the authority of the secular lords over the Church .


fn_spacy_tokens_for_baseline: The soldier howled in agony and staggered back , dropping his own weapon to clutch at the gaping cut that had opened his arm to the bone .

source_bert_toks: the soldier howled in agony and staggered back , dropping his own weapon to clutch at the gaping cut that had opened his arm to the bone .

reference_raw: Screaming in pain, the soldier staggered back, dropping his weapon to grip the gaping wound that had opened his arm to the bone.

reference_spacy_tokens: Screaming in pain , the soldier staggered back , dropping his weapon to grip the gaping wound that had opened his arm to the bone .


fn_spacy_tokens_for_baseline: A loud rap on his office door cut into his thoughts .

source_bert_toks: a loud rap on his office door cut into his thoughts .

reference_raw: A loud knock on the office door interrupted his thoughts.

reference_spacy_tokens: A loud knock on the office door interrupted his thoughts .


fn_spacy_tokens_for_baseline: TWO Cookstown men who attacked a pair of undercover police have been jailed by Belfast Crown Court .

source_bert_toks: two cooks ##town men who attacked a pair of undercover police have been jailed by belfast crown court .

reference_raw: Two Cookstown men who assaulted two undercover police officers were arrested by the Belfast Crown Court.

reference_spacy_tokens: Two Cookstown men who assaulted two undercover police officers were arrested by the Belfast Crown Court .


fn_spacy_tokens_for_baseline: JOHN SMITH , lecturer in the Law Department , warned Marian Jackson at the beginning of her second year that too much time spent with Dram Soc would prevent her from getting a first class degree .

source_bert_toks: john smith , lecturer in the law department , warned marian jackson at the beginning of her second year that too much time spent with dr ##am soc would prevent her from getting a first class degree .

reference_raw: JOHN SMITH, a law teacher, warned Marian Jackson early in the second year that too much time with Dram Soc would keep her from getting a first-class degree.

reference_spacy_tokens: JOHN SMITH , a law teacher , warned Marian Jackson early in the second year that too much time with Dram Soc would keep her from getting a first - class degree .


fn_spacy_tokens_for_baseline: Some Western and Afghan officials had initially said the chopper was shot down while lifting off after an engagement with insurgents in a restive district of Wardak province .

source_bert_toks: some western and afghan officials had initially said the chopper was shot down while lifting off after an engagement with insurgents in a rest ##ive district of ward ##ak province .

reference_raw: Some Western and Afghan officials initially said that the helicopter had been shot down and left after an attack on the rebels in the resting district of Wardak Province.

reference_spacy_tokens: Some Western and Afghan officials initially said that the helicopter had been shot down and left after an attack on the rebels in the resting district of Wardak Province .


fn_spacy_tokens_for_baseline: But the illusion is soon shattered . the moored sailing vessel alongside is heaving with 65 members of a film crew .

source_bert_toks: but the illusion is soon shattered . the moore ##d sailing vessel alongside is heaving with 65 members of a film crew .

reference_raw: But the illusion will soon be shattered . . . the anchored sailboat with 65 members of the film crew.

reference_spacy_tokens: But the illusion will soon be shattered . . . the anchored sailboat with 65 members of the film crew .


fn_spacy_tokens_for_baseline: A form of religion which can be rationalised to meet the needs of the foregoing , is not to be found anywhere in the whole vast accumulation of religions and sects that the world has yet produced .

source_bert_toks: a form of religion which can be rational ##ised to meet the needs of the fore ##going , is not to be found anywhere in the whole vast accumulation of religions and sect ##s that the world has yet produced .

reference_raw: The form of religion that can be rationalized to meet the needs of the above cannot be found anywhere in the vast accumulation of religions and sects that the world has so far created.

reference_spacy_tokens: The form of religion that can be rationalized to meet the needs of the above can not be found anywhere in the vast accumulation of religions and sects that the world has so far created .


fn_spacy_tokens_for_baseline: TV programmes , adverts and magazines always show a certain sort of person as attractive .

source_bert_toks: tv programmes , ad ##vert ##s and magazines always show a certain sort of person as attractive .

reference_raw: TV programs, advertisements and magazines always show a certain type of person as attractive.

reference_spacy_tokens: TV programs , advertisements and magazines always show a certain type of person as attractive .


fn_spacy_tokens_for_baseline: 3- Entrances to the towers should be totally camouflaged .

source_bert_toks: 3 - entrances to the towers should be totally camouflage ##d .

reference_raw: 3-Entrances to the towers should be completely masked.

reference_spacy_tokens: 3-Entrances to the towers should be completely masked .


fn_spacy_tokens_for_baseline: However , as you know , the less cash outlay that we have right now the better .

source_bert_toks: however , as you know , the less cash out ##lay that we have right now the better .

reference_raw: However, as you know, the less money outlay we have now, the better.

reference_spacy_tokens: However , as you know , the less money outlay we have now , the better .


fn_spacy_tokens_for_baseline: Quiss said , still breathing hard from his walk up the stairs from the castle 's lower levels .

source_bert_toks: qui ##ss said , still breathing hard from his walk up the stairs from the castle ' s lower levels .

reference_raw: Quiss said, still breathing heavily as he climbed the stairs from the lower levels of the castle.

reference_spacy_tokens: Quiss said , still breathing heavily as he climbed the stairs from the lower levels of the castle .


fn_spacy_tokens_for_baseline: When bees swarm , for instance , which happens when any given colony gets too big , a new queen is produced and departs the hive with a group of followers .

source_bert_toks: when bees swarm , for instance , which happens when any given colony gets too big , a new queen is produced and depart ##s the hive with a group of followers .

reference_raw: For example, when bees swarm, which happens when a colony is too large, a new queen is created and left the hive with a group of followers.

reference_spacy_tokens: For example , when bees swarm , which happens when a colony is too large , a new queen is created and left the hive with a group of followers .


fn_spacy_tokens_for_baseline: The General was seated at his desk .

source_bert_toks: the general was seated at his desk .

reference_raw: The general sat at his desk.

reference_spacy_tokens: The general sat at his desk .


fn_spacy_tokens_for_baseline: There are other reasons why babies might be susceptible , and there are a list of things that you may well know about from babies you 're looking after .

source_bert_toks: there are other reasons why babies might be susceptible , and there are a list of things that you may well know about from babies you ' re looking after .

reference_raw: There are other reasons why children can be sensitive, and there's a list of things you might know about from the children you care about.

reference_spacy_tokens: There are other reasons why children can be sensitive , and there 's a list of things you might know about from the children you care about .


fn_spacy_tokens_for_baseline: Last May , Santoni lost another bodyguard in a deadly gunfight near Ajaccio .

source_bert_toks: last may , santo ##ni lost another bodyguard in a deadly gun ##fight near aj ##ac ##cio .

reference_raw: Last May, Santoni lost another bodyguard in a murderous shootout near Ajaccio.

reference_spacy_tokens: Last May , Santoni lost another bodyguard in a murderous shootout near Ajaccio .


fn_spacy_tokens_for_baseline: Foshan 's most outstanding artistic monument is Zu Miao , the Taoist Ancestral Temple , a Sung dynasty establishment rebuilt in the 14th century and well worth visiting .

source_bert_toks: f ##osh ##an ' s most outstanding artistic monument is zu mia ##o , the tao ##ist ancestral temple , a sung dynasty establishment rebuilt in the 14th century and well worth visiting .

reference_raw: Foshan's greatest artistic monument is Zu Miao, the Taoist Ancestral Temple, a Sung dynasty facility rebuilt in the 14th century, and it's very valuable to visit.

reference_spacy_tokens: Foshan 's greatest artistic monument is Zu Miao , the Taoist Ancestral Temple , a Sung dynasty facility rebuilt in the 14th century , and it 's very valuable to visit .


fn_spacy_tokens_for_baseline: Early 1990s Iran reportedly acquires 120 tons of castor beans , used in the production of the toxin ricin .

source_bert_toks: early 1990s iran reportedly acquire ##s 120 tons of cast ##or beans , used in the production of the toxin ric ##in .

reference_raw: Iran allegedly acquired 120 tonnes of castor beans used to produce toxin ricin in the early 1990s.

reference_spacy_tokens: Iran allegedly acquired 120 tonnes of castor beans used to produce toxin ricin in the early 1990s .


fn_spacy_tokens_for_baseline: He reckons like , he wants to be friends , but he just does n't want to go out with you any more .

source_bert_toks: he reckon ##s like , he wants to be friends , but he just doesn ' t want to go out with you any more .

reference_raw: She thinks she wants to be friends, but she doesn't wanna hang out with you anymore.

reference_spacy_tokens: She thinks she wants to be friends , but she does n't wanna hang out with you anymore .


fn_spacy_tokens_for_baseline: Eamonn McCann later scorned this proposal as evidence of ' political nappy - rash ' , since such a committee would have a built - in Unionist majority .

source_bert_toks: ea ##mon ##n mccann later sc ##orne ##d this proposal as evidence of ' political nap ##py - rash ' , since such a committee would have a built - in unionist majority .

reference_raw: Eamonn McCann later despised the proposal as proof of "political nappy-rash" because such a committee would have a built-in Unionist majority.

reference_spacy_tokens: Eamonn McCann later despised the proposal as proof of " political nappy - rash " because such a committee would have a built - in Unionist majority .


fn_spacy_tokens_for_baseline: You can work towards a degree or diploma over a period of years -- or choose single courses lasting a few weeks or months , from an enormous list of topics ranging from childcare to computer science .

source_bert_toks: you can work towards a degree or diploma over a period of years - - or choose single courses lasting a few weeks or months , from an enormous list of topics ranging from child ##care to computer science .

reference_raw: From a vast list of topics ranging from childcare to computer science, you can go to a degree or diploma over a period of years - or choose a single course that lasts several weeks or months.

reference_spacy_tokens: From a vast list of topics ranging from childcare to computer science , you can go to a degree or diploma over a period of years - or choose a single course that lasts several weeks or months .