fn_spacy_tokens_for_baseline: He gets a bit fussed and fidgety if I barge into his bedroom but we sometimes have these little chats on the stairs now .

source_bert_toks: he gets a bit fuss ##ed and fi ##dget ##y if i barge into his bedroom but we sometimes have these little chat ##s on the stairs now .

reference_raw: When I rush into his bedroom, he'll get a little fussy and fidgety, but now and then we'll have these little talks on the stairs.

reference_spacy_tokens: When I rush into his bedroom , he 'll get a little fussy and fidgety , but now and then we 'll have these little talks on the stairs .


fn_spacy_tokens_for_baseline: This is not to belittle the benefits to investors in book manufacturing and bookselling of operational efficiency , strong financial disciplines and commercial alertness .

source_bert_toks: this is not to bel ##itt ##le the benefits to investors in book manufacturing and books ##elling of operational efficiency , strong financial disciplines and commercial alert ##ness .

reference_raw: This should not undermine the benefits for investors in the production of books and bookselling of operational efficiency, strong financial disciplines and commercial alertness.

reference_spacy_tokens: This should not undermine the benefits for investors in the production of books and bookselling of operational efficiency , strong financial disciplines and commercial alertness .


fn_spacy_tokens_for_baseline: A classic bob was curled on large rollers to create a soft , natural look then slicked with Wella 's Moulding Glaze as an alternative .

source_bert_toks: a classic bob was curled on large roller ##s to create a soft , natural look then slick ##ed with well ##a ' s mo ##uld ##ing g ##laze as an alternative .

reference_raw: The classic bob was wrapped around the big rollers to create a soft, natural look, and then, as an alternative, it was slicked with Wella's Moulding Glaze.

reference_spacy_tokens: The classic bob was wrapped around the big rollers to create a soft , natural look , and then , as an alternative , it was slicked with Wella 's Moulding Glaze .


fn_spacy_tokens_for_baseline: A black mantle of pre - dawn darkness still cloaked the jungle and the rubber plantation villages when the Annamese cai who assisted the French plantation director and his European staff began sounding clamorous gongs outside the barrack huts .

source_bert_toks: a black mantle of pre - dawn darkness still cloak ##ed the jungle and the rubber plantation villages when the anna ##mes ##e cai who assisted the french plantation director and his european staff began sounding cl ##amo ##rous gong ##s outside the barr ##ack huts .

reference_raw: The jungle and the rubber plantation villages were still covered by a black mantle of pre-dawn darkness when the Annamese cai, assisting the French plantation director and his European staff, began to sound loud gongs in front of the barracks huts.

reference_spacy_tokens: The jungle and the rubber plantation villages were still covered by a black mantle of pre - dawn darkness when the Annamese cai , assisting the French plantation director and his European staff , began to sound loud gongs in front of the barracks huts .


fn_spacy_tokens_for_baseline: ' Thank you , ' he responded drily .

source_bert_toks: ' thank you , ' he responded dr ##ily .

reference_raw: "Thank you," he said dryly.

reference_spacy_tokens: " Thank you , " he said dryly .


fn_spacy_tokens_for_baseline: As a result of his leadership , the Frankish army fought through to Bordeaux and built a huge fortified camp at Fronsac .

source_bert_toks: as a result of his leadership , the frankish army fought through to bordeaux and built a huge fortified camp at fr ##ons ##ac .

reference_raw: As a result of his leadership, the French army fought to Bordeaux and built a massive fortified encampment in Fronsac.

reference_spacy_tokens: As a result of his leadership , the French army fought to Bordeaux and built a massive fortified encampment in Fronsac .


fn_spacy_tokens_for_baseline: Ingrid , who joined her at Howard a couple of years after leaving college , got hauled in to help with Brownies and go camping in grass shelters the girls had built .

source_bert_toks: ingrid , who joined her at howard a couple of years after leaving college , got hauled in to help with brown ##ies and go camping in grass shelters the girls had built .

reference_raw: Ingrid, who had joined her at Howard a few years after she left school, had been dragged in to help with the Brownies and went camping in the grass huts the girls had built.

reference_spacy_tokens: Ingrid , who had joined her at Howard a few years after she left school , had been dragged in to help with the Brownies and went camping in the grass huts the girls had built .


fn_spacy_tokens_for_baseline: Tom handed the reins to Carrie and leaped from the light cart , heading for a nearby cottage .

source_bert_toks: tom handed the reins to carrie and leaped from the light cart , heading for a nearby cottage .

reference_raw: Tom gave Carrie the reins and jumped out of the light cart and headed for a nearby cabin.

reference_spacy_tokens: Tom gave Carrie the reins and jumped out of the light cart and headed for a nearby cabin .


fn_spacy_tokens_for_baseline: But , despite throwing the machine round some corners behind the Old Kent Road , there is no chirp to be heard .

source_bert_toks: but , despite throwing the machine round some corners behind the old kent road , there is no chi ##rp to be heard .

reference_raw: But even though the machine was thrown around a few corners of the old Kent Road, there was no sound of chatter.

reference_spacy_tokens: But even though the machine was thrown around a few corners of the old Kent Road , there was no sound of chatter .


fn_spacy_tokens_for_baseline: Edouard sat to one side , helplessly , while Louise bombarded Gregoire with questions , and Gregoire stammered increasingly brief replies .

source_bert_toks: edouard sat to one side , helplessly , while louise bomb ##arded greg ##oire with questions , and greg ##oire stammered increasingly brief replies .

reference_raw: Edouard sat helplessly to one side, while Louise bombarded Gregoire with questions, and Gregoire stuttered more and more short answers.

reference_spacy_tokens: Edouard sat helplessly to one side , while Louise bombarded Gregoire with questions , and Gregoire stuttered more and more short answers .


fn_spacy_tokens_for_baseline: To get here , follow the path from the southwest end of Discovery Bay ; the walk takes about 30 minutes .

source_bert_toks: to get here , follow the path from the southwest end of discovery bay ; the walk takes about 30 minutes .

reference_raw: To get here, follow the route from the southwest end of the Bay of Discovery; the journey lasts about thirty minutes.

reference_spacy_tokens: To get here , follow the route from the southwest end of the Bay of Discovery ; the journey lasts about thirty minutes .


fn_spacy_tokens_for_baseline: Candy hurried to her side , putting a comforting arm about her shoulder .

source_bert_toks: candy hurried to her side , putting a comforting arm about her shoulder .

reference_raw: Candy hurried to her side and put a reassuring arm around her shoulder.

reference_spacy_tokens: Candy hurried to her side and put a reassuring arm around her shoulder .


fn_spacy_tokens_for_baseline: Close to the sea Brei3amerkurjokull , a broad flat snout of Vatnajokull , dies into this lake , the melt water exiting along a wide , fast channel into the sea .

source_bert_toks: close to the sea br ##ei ##3 ##ame ##rk ##ur ##jo ##ku ##ll , a broad flat snout of va ##t ##na ##jo ##ku ##ll , dies into this lake , the melt water exiting along a wide , fast channel into the sea .

reference_raw: Near the sea, Brei3amerkurjokull, the wide flat nose of Vatnajokull, will die in this lake, and the melting water will flow down a wide, fast channel to the sea.

reference_spacy_tokens: Near the sea , Brei3amerkurjokull , the wide flat nose of Vatnajokull , will die in this lake , and the melting water will flow down a wide , fast channel to the sea .


fn_spacy_tokens_for_baseline: What happened next would mark the end of the successful Las Vegas Ranch and the beginning of the era of the subdivision seen across almost all of Western America to this day .

source_bert_toks: what happened next would mark the end of the successful las vegas ranch and the beginning of the era of the subdivision seen across almost all of western america to this day .

reference_raw: What happened next would mark the end of the successful Las Vegas ranch and the beginning of the era of subdivision that had been seen so far in nearly all of West America.

reference_spacy_tokens: What happened next would mark the end of the successful Las Vegas ranch and the beginning of the era of subdivision that had been seen so far in nearly all of West America .


fn_spacy_tokens_for_baseline: Iran has one of the most advanced biotech industries in the developing world , and has long been recognized as a leader in Southwest Asia in the fields of vaccine research and production .

source_bert_toks: iran has one of the most advanced bio ##tech industries in the developing world , and has long been recognized as a leader in southwest asia in the fields of vaccine research and production .

reference_raw: Iran is one of the most developed biotech industries in the developing world and has long been recognised as a leader in research and production of vaccines in Southwest Asia.

reference_spacy_tokens: Iran is one of the most developed biotech industries in the developing world and has long been recognised as a leader in research and production of vaccines in Southwest Asia .


fn_spacy_tokens_for_baseline: 1 Peel and thinly slice the shallots .

source_bert_toks: 1 peel and thin ##ly slice the shall ##ots .

reference_raw: 1 Peel and cut shallots thinly.

reference_spacy_tokens: 1 Peel and cut shallots thinly .


fn_spacy_tokens_for_baseline: Symmetry never ceases to fascinate the human being .

source_bert_toks: symmetry never cease ##s to fa ##sc ##inate the human being .

reference_raw: Symmetry never ceases to a man's fascination.

reference_spacy_tokens: Symmetry never ceases to a man 's fascination .


fn_spacy_tokens_for_baseline: It takes seriously the health and well - being of neighbours and is doing everything possible to help identify the cause of these problems .

source_bert_toks: it takes seriously the health and well - being of neighbours and is doing everything possible to help identify the cause of these problems .

reference_raw: It takes serious account of the health and well-being of the neighbours and does everything in its power to help determine the causes of these problems.

reference_spacy_tokens: It takes serious account of the health and well - being of the neighbours and does everything in its power to help determine the causes of these problems .


fn_spacy_tokens_for_baseline: The items are then bagged by the Scenes of Crime Officer , and a date is agreed with the Police for a statement to be taken .

source_bert_toks: the items are then bag ##ged by the scenes of crime officer , and a date is agreed with the police for a statement to be taken .

reference_raw: The items will then be packed by the crime scenes and a date will be agreed with the police for a statement to be made.

reference_spacy_tokens: The items will then be packed by the crime scenes and a date will be agreed with the police for a statement to be made .


fn_spacy_tokens_for_baseline: Datura meteloides ' Zurich ' bears an abundance of fragrant blooms

source_bert_toks: dat ##ura met ##elo ##ides ' zurich ' bears an abundance of fra ##grant blooms

reference_raw: The datura meteloids 'Zurich' bear a lot of scented flowers

reference_spacy_tokens: The datura meteloids ' Zurich ' bear a lot of scented flowers


fn_spacy_tokens_for_baseline: At the other end of the carriage someone started moving , coming towards her , weaving past the standing dead , eyes fixed on her .

source_bert_toks: at the other end of the carriage someone started moving , coming towards her , weaving past the standing dead , eyes fixed on her .

reference_raw: At the far end of the carriage, someone began to move toward her, moving around the standing dead, eyes fixed on her.

reference_spacy_tokens: At the far end of the carriage , someone began to move toward her , moving around the standing dead , eyes fixed on her .


fn_spacy_tokens_for_baseline: Her long blonde tresses were partially covered with a simple headband , a floral coronet and a chiffon train .

source_bert_toks: her long blonde tres ##ses were partially covered with a simple head ##band , a floral co ##rone ##t and a chi ##ff ##on train .

reference_raw: Her long blond tresses were partially covered with a simple headband, a flower crown, and a chiffon train.

reference_spacy_tokens: Her long blond tresses were partially covered with a simple headband , a flower crown , and a chiffon train .


fn_spacy_tokens_for_baseline: It just plays that horrible music .

source_bert_toks: it just plays that horrible music .

reference_raw: He's just playing this terrible music.

reference_spacy_tokens: He 's just playing this terrible music .


fn_spacy_tokens_for_baseline: On the nautical side is the Causeway Bay typhoon shelter , where expensive yachts are anchored almost gunwale to gunwale , and the Hong Kong Yacht Club has its headquarters .

source_bert_toks: on the nautical side is the causeway bay typhoon shelter , where expensive yacht ##s are anchored almost gun ##wal ##e to gun ##wal ##e , and the hong kong yacht club has its headquarters .

reference_raw: On the nautical side is a typhoon shelter in Causeway Bay, where expensive yachts are moored almost to gunwale, and the Hong Kong Yacht Club has its headquarters.

reference_spacy_tokens: On the nautical side is a typhoon shelter in Causeway Bay , where expensive yachts are moored almost to gunwale , and the Hong Kong Yacht Club has its headquarters .


fn_spacy_tokens_for_baseline: Naive trainees were often thus coaxed into doing hard , boring work for little remuneration .

source_bert_toks: naive trainee ##s were often thus coa ##xed into doing hard , boring work for little re ##mun ##eration .

reference_raw: Naive trainees were often persuaded to do hard and boring work for little pay.

reference_spacy_tokens: Naive trainees were often persuaded to do hard and boring work for little pay .


fn_spacy_tokens_for_baseline: BP researchers at Sunbury have joined the hunt to track down the cause of a mysterious illness affecting elephants in Zimbabwe .

source_bert_toks: bp researchers at sun ##bury have joined the hunt to track down the cause of a mysterious illness affecting elephants in zimbabwe .

reference_raw: B.P. researchers from Sunbury have joined the hunt to find the source of a mysterious disease affecting elephants in Zimbabwe.

reference_spacy_tokens: B.P. researchers from Sunbury have joined the hunt to find the source of a mysterious disease affecting elephants in Zimbabwe .


fn_spacy_tokens_for_baseline: Sarin is both cynical and shrewd . '

source_bert_toks: sar ##in is both cynical and sh ##rew ##d . '

reference_raw: "Sarin is both cynic and clever."

reference_spacy_tokens: " Sarin is both cynic and clever . "


fn_spacy_tokens_for_baseline: He felt at bay , like a very dim minister facing a hostile House .

source_bert_toks: he felt at bay , like a very dim minister facing a hostile house .

reference_raw: He felt at ease, as if he were a very dark minister facing a hostile house.

reference_spacy_tokens: He felt at ease , as if he were a very dark minister facing a hostile house .


fn_spacy_tokens_for_baseline: They sleep during the day , and you will sometimes see flocks of little birds mobbing a sleeping owl in broad daylight .

source_bert_toks: they sleep during the day , and you will sometimes see flock ##s of little birds mob ##bing a sleeping owl in broad daylight .

reference_raw: They sleep in the daytime, and sometimes in broad daylight you see flocks of little birds mobbing a sleeping owl.

reference_spacy_tokens: They sleep in the daytime , and sometimes in broad daylight you see flocks of little birds mobbing a sleeping owl .


fn_spacy_tokens_for_baseline: Bituminous waterproofers are black liquids which are simply brushed on and left to dry , and form a waterproof coating that will cure pinhole leaks in surfaces such as flat or corrugated roofs .

source_bert_toks: bit ##umi ##nous water ##proof ##ers are black liquids which are simply brushed on and left to dry , and form a water ##proof coating that will cure pin ##hole leaks in surfaces such as flat or corrugated roofs .

reference_raw: Bituminous watertighters are black liquids that are simply dusted and left to dry and form a watertight coating that treats pinhole leaks on surfaces such as flat or corrugated roofs.

reference_spacy_tokens: Bituminous watertighters are black liquids that are simply dusted and left to dry and form a watertight coating that treats pinhole leaks on surfaces such as flat or corrugated roofs .


fn_spacy_tokens_for_baseline: ' I look as though I 've been on the wrong end of a Gestapo interrogation .

source_bert_toks: ' i look as though i ' ve been on the wrong end of a gestapo interrogation .

reference_raw: 'Looks like I'm on the wrong end of a Gestapo interview.

reference_spacy_tokens: ' Looks like I 'm on the wrong end of a Gestapo interview .


fn_spacy_tokens_for_baseline: Children misbehave when they are discouraged and believe they can not succeed by useful means .

source_bert_toks: children mis ##be ##ha ##ve when they are discouraged and believe they can not succeed by useful means .

reference_raw: Children behave badly when they are discouraged and believe that they cannot succeed by useful means.

reference_spacy_tokens: Children behave badly when they are discouraged and believe that they can not succeed by useful means .


fn_spacy_tokens_for_baseline: Graham hoisted the haversack over his shoulder and noticed the gendarme watching him .

source_bert_toks: graham hoisted the have ##rsa ##ck over his shoulder and noticed the gen ##dar ##me watching him .

reference_raw: Graham lifted his pack over his shoulder and saw that the gendarme was watching him.

reference_spacy_tokens: Graham lifted his pack over his shoulder and saw that the gendarme was watching him .


fn_spacy_tokens_for_baseline: I have in my memory a feeling that we had satisfied ourselves that international law would be obeyed . '

source_bert_toks: i have in my memory a feeling that we had satisfied ourselves that international law would be obeyed . '

reference_raw: I have a feeling in my mind that we've satisfied ourselves that international law will be complied with.'

reference_spacy_tokens: I have a feeling in my mind that we 've satisfied ourselves that international law will be complied with . '


fn_spacy_tokens_for_baseline: Corporate luminaries cackle on about the importance of quality , yet all too often use this management - babble as a substitute for effective leadership .

source_bert_toks: corporate lu ##mina ##ries ca ##ckle on about the importance of quality , yet all too often use this management - ba ##bble as a substitute for effective leadership .

reference_raw: Corporate luminaries chuckle about the importance of quality, but too often use it as a substitute for effective leadership.

reference_spacy_tokens: Corporate luminaries chuckle about the importance of quality , but too often use it as a substitute for effective leadership .


fn_spacy_tokens_for_baseline: The author , Susan Hill , was given a large advance to write a sequel to Daphne du Maurier 's Rebecca and Emma Tennant is penning a follow - up to Jane Austen 's Pride and Prejudice .

source_bert_toks: the author , susan hill , was given a large advance to write a sequel to daphne du ma ##uri ##er ' s rebecca and emma ten ##nant is penn ##ing a follow - up to jane austen ' s pride and prejudice .

reference_raw: The author, Susan Hill, has been given a great deal of advance to write a follow-up to the Rebecca of Daphne du Maurier, and Emma Tennant, after Jane Austen's pride and prejudgment.

reference_spacy_tokens: The author , Susan Hill , has been given a great deal of advance to write a follow - up to the Rebecca of Daphne du Maurier , and Emma Tennant , after Jane Austen 's pride and prejudgment .


fn_spacy_tokens_for_baseline: Local legend claims that he wrote part of his great saga , Os Lusiadas , in what is now called the Camoes Grotto , situated in the spacious tropical Camoes Garden .

source_bert_toks: local legend claims that he wrote part of his great saga , os lu ##sia ##das , in what is now called the cam ##oes gr ##otto , situated in the spacious tropical cam ##oes garden .

reference_raw: According to local legend, he wrote a piece of his great saga, Os Lusiadas, in what is now called the Camos Grotto, located in a spacious tropical garden of Camoes.

reference_spacy_tokens: According to local legend , he wrote a piece of his great saga , Os Lusiadas , in what is now called the Camos Grotto , located in a spacious tropical garden of Camoes .


fn_spacy_tokens_for_baseline: Anyone who is interested should telephone for details of availability .

source_bert_toks: anyone who is interested should telephone for details of availability .

reference_raw: Anyone interested should call for details of availability.

reference_spacy_tokens: Anyone interested should call for details of availability .


fn_spacy_tokens_for_baseline: The sweeping lawns were sprinkled daily at dusk when the shadows cast by the magnificent specimens of chestnut , oak , pine and sycamore stretched out to touch the house itself .

source_bert_toks: the sweeping lawn ##s were sp ##rin ##kled daily at dusk when the shadows cast by the magnificent specimens of chestnut , oak , pine and sy ##cam ##ore stretched out to touch the house itself .

reference_raw: The sweeping lawns were sprinkled every day at dusk when the shadows cast by the magnificent samples of chestnuts, oaks, pines and sycamores reached out to touch the house itself.

reference_spacy_tokens: The sweeping lawns were sprinkled every day at dusk when the shadows cast by the magnificent samples of chestnuts , oaks , pines and sycamores reached out to touch the house itself .


fn_spacy_tokens_for_baseline: But for all his incompetence in wartime , Hoover was now settled in the Washington game -- privileged , sanctified , unbudgeable and with more and more information to use .

source_bert_toks: but for all his inc ##omp ##ete ##nce in wartime , hoover was now settled in the washington game - - privileged , san ##ct ##ified , un ##bu ##dge ##able and with more and more information to use .

reference_raw: But despite his incompetency in wartime, Hoover was now in the Washington game - privileged, sanctified, unbudgetable, and with more and more information to use.

reference_spacy_tokens: But despite his incompetency in wartime , Hoover was now in the Washington game - privileged , sanctified , unbudgetable , and with more and more information to use .


fn_spacy_tokens_for_baseline: Apples became a favourite fruit for the Romans , and they were dried and served as a relish in winter or eaten sour in the summer as refreshment after arduous work .

source_bert_toks: apples became a favourite fruit for the romans , and they were dried and served as a re ##lish in winter or eaten sour in the summer as ref ##resh ##ment after ar ##du ##ous work .

reference_raw: The apples became the favorite fruit of the Romans, dried and served as a relish in the winter, or eaten sourly in the summer as a refreshment after hard work.

reference_spacy_tokens: The apples became the favorite fruit of the Romans , dried and served as a relish in the winter , or eaten sourly in the summer as a refreshment after hard work .


fn_spacy_tokens_for_baseline: Besides the discouraging glow of the porch light he supposed that some invisible demarcation held vandals back to the pavement ; that was their territory , this was his .

source_bert_toks: besides the disco ##ura ##ging glow of the porch light he supposed that some invisible dem ##ar ##cation held van ##dal ##s back to the pavement ; that was their territory , this was his .

reference_raw: In addition to the disconcerting glow of the porch light, he assumed that some invisible marking kept the vandals back on the sidewalk; that was their territory, that was his.

reference_spacy_tokens: In addition to the disconcerting glow of the porch light , he assumed that some invisible marking kept the vandals back on the sidewalk ; that was their territory , that was his .


fn_spacy_tokens_for_baseline: At the time of Brown 's surprise resignation earlier this year ( see The Art Newspaper No . 16 , March 1992 , p. 5 ) , Pillsbury was considered by many , including this writer , to be a ' shoo - in ' for the job .

source_bert_toks: at the time of brown ' s surprise resignation earlier this year ( see the art newspaper no . 16 , march 1992 , p . 5 ) , pills ##bury was considered by many , including this writer , to be a ' sho ##o - in ' for the job .

reference_raw: At the time of Brown's surprise withdrawal this year (see Art Newspaper No. 16, March 1992, p. 5), many people, including this writer, considered Pillsbury a "shoo-in" for the job.

reference_spacy_tokens: At the time of Brown 's surprise withdrawal this year ( see Art Newspaper No . 16 , March 1992 , p. 5 ) , many people , including this writer , considered Pillsbury a " shoo - in " for the job .


fn_spacy_tokens_for_baseline: Although Rangers could have snatched a point in the dying moments when Allen 's shot was blocked , an equalister would have been harsh .

source_bert_toks: although rangers could have snatched a point in the dying moments when allen ' s shot was blocked , an equal ##ister would have been harsh .

reference_raw: Even though the Rangers might have picked up a point in the dying moments when Allen's shot was blocked, the equalist would have been cruel.

reference_spacy_tokens: Even though the Rangers might have picked up a point in the dying moments when Allen 's shot was blocked , the equalist would have been cruel .


fn_spacy_tokens_for_baseline: Her father had taken her mother 's maiden name when they married .

source_bert_toks: her father had taken her mother ' s maiden name when they married .

reference_raw: When they got married, her father took her mother's virgin name.

reference_spacy_tokens: When they got married , her father took her mother 's virgin name .


fn_spacy_tokens_for_baseline: But a system which institutionalises bad behaviour has something deeply wrong with it .

source_bert_toks: but a system which institutional ##ises bad behaviour has something deeply wrong with it .

reference_raw: But there's something very wrong with a system that institutionalizes evil behavior.

reference_spacy_tokens: But there 's something very wrong with a system that institutionalizes evil behavior .


fn_spacy_tokens_for_baseline: Research at three other sites , including the sites of nuclear weapon testing in Nevada , have detected radically different strains of bacteria .

source_bert_toks: research at three other sites , including the sites of nuclear weapon testing in nevada , have detected radically different strains of bacteria .

reference_raw: Research at three other sites, including Nevada nuclear-weapon trial sites, has revealed radically different bacterial strains.

reference_spacy_tokens: Research at three other sites , including Nevada nuclear - weapon trial sites , has revealed radically different bacterial strains .


fn_spacy_tokens_for_baseline: On my left , two machines clattered .

source_bert_toks: on my left , two machines cl ##atter ##ed .

reference_raw: Two machines rattled to my left.

reference_spacy_tokens: Two machines rattled to my left .


fn_spacy_tokens_for_baseline: This way , millions of tonnes of waste each year could be pumped into the deep sea .

source_bert_toks: this way , millions of tonnes of waste each year could be pumped into the deep sea .

reference_raw: In this way, millions of tons of waste could be pumped into the depths of the sea every year.

reference_spacy_tokens: In this way , millions of tons of waste could be pumped into the depths of the sea every year .


fn_spacy_tokens_for_baseline: So the P300 is thought to be associated with the completion of stimulus identification and classification in preparation for a cognitive or motor response .

source_bert_toks: so the p ##30 ##0 is thought to be associated with the completion of stimulus identification and classification in preparation for a cognitive or motor response .

reference_raw: So it's assumed that P300 is associated with the completion of the stimulation identification and categorisation in preparation for cognitive or engine response.

reference_spacy_tokens: So it 's assumed that P300 is associated with the completion of the stimulation identification and categorisation in preparation for cognitive or engine response .


fn_spacy_tokens_for_baseline: One expert achieved unwanted fame by stating , categorically , that it was no longer technically possible to build modern aircraft out of wood .

source_bert_toks: one expert achieved unwanted fame by stating , cat ##egorical ##ly , that it was no longer technically possible to build modern aircraft out of wood .

reference_raw: One expert achieved unwanted glory by categorically stating that it was no longer technically possible to build modern aircraft from wood.

reference_spacy_tokens: One expert achieved unwanted glory by categorically stating that it was no longer technically possible to build modern aircraft from wood .


fn_spacy_tokens_for_baseline: As a constituent of water , resources of hydrogen are virtually inexhaustible ; the problem however is extracting it .

source_bert_toks: as a constituent of water , resources of hydrogen are virtually in ##ex ##haus ##ti ##ble ; the problem however is extract ##ing it .

reference_raw: As a component of water, hydrogen resources are virtually inexhaustible; however, the problem is its extraction.

reference_spacy_tokens: As a component of water , hydrogen resources are virtually inexhaustible ; however , the problem is its extraction .


fn_spacy_tokens_for_baseline: Nominally they retained their autonomous status , but their provincial assemblies effectively became mere rubber - stamp bodies , and the powers of their provincial governments and judiciary were drastically curtailed .

source_bert_toks: nominally they retained their autonomous status , but their provincial assemblies effectively became mere rubber - stamp bodies , and the powers of their provincial governments and judiciary were drastically curt ##ailed .

reference_raw: They maintained their autonomous status nominally, but their provincial assembly effectively became just rubber-stamp bodies, and the power of their provincial governments and judges was drastically reduced.

reference_spacy_tokens: They maintained their autonomous status nominally , but their provincial assembly effectively became just rubber - stamp bodies , and the power of their provincial governments and judges was drastically reduced .


fn_spacy_tokens_for_baseline: Opening her door , she edged inside and tried to close it .

source_bert_toks: opening her door , she edged inside and tried to close it .

reference_raw: She opened the door, stepped inside, and tried to close it.

reference_spacy_tokens: She opened the door , stepped inside , and tried to close it .


fn_spacy_tokens_for_baseline: I 'm delighted to learn that his advice has been sought in the present enterprise .

source_bert_toks: i ' m delighted to learn that his advice has been sought in the present enterprise .

reference_raw: I am pleased to hear that his advice has been requested in this enterprise.

reference_spacy_tokens: I am pleased to hear that his advice has been requested in this enterprise .


fn_spacy_tokens_for_baseline: She squatted by her sister and cuddled her because she was small and plump and happy .

source_bert_toks: she squat ##ted by her sister and cu ##ddled her because she was small and plump and happy .

reference_raw: She crouched beside her sister and hugged her, for she was small and plump and happy.

reference_spacy_tokens: She crouched beside her sister and hugged her , for she was small and plump and happy .


fn_spacy_tokens_for_baseline: The market dependence of the latter group is attested by their proclivity for food rioting , as is that of miners , while urban expansion obviously increased the role and reach of the market .

source_bert_toks: the market dependence of the latter group is attested by their pro ##cl ##ivity for food riot ##ing , as is that of miners , while urban expansion obviously increased the role and reach of the market .

reference_raw: The dependence of the second group on the market is confirmed by its proneness to food riots, as is the case with miners, whereas urban expansion has clearly increased the role and reach of the market.

reference_spacy_tokens: The dependence of the second group on the market is confirmed by its proneness to food riots , as is the case with miners , whereas urban expansion has clearly increased the role and reach of the market .


fn_spacy_tokens_for_baseline: We will fly you both from Heathrow or Manchester to Aberdeen , where you will find a complimentary car waiting for you , and which is yours for the entire weekend .

source_bert_toks: we will fly you both from heath ##row or manchester to aberdeen , where you will find a compliment ##ary car waiting for you , and which is yours for the entire weekend .

reference_raw: We'll take you both from Heathrow or Manchester to Aberdeen, where you'll find a free car waiting for you all weekend.

reference_spacy_tokens: We 'll take you both from Heathrow or Manchester to Aberdeen , where you 'll find a free car waiting for you all weekend .


fn_spacy_tokens_for_baseline: The reports of the fratricidal strife among the security forces indicated a threatening polarisation in the country as the regime dug in , while a burgeoning opposition gained in confidence .

source_bert_toks: the reports of the fra ##tric ##idal strife among the security forces indicated a threatening polar ##isation in the country as the regime dug in , while a bu ##rgeon ##ing opposition gained in confidence .

reference_raw: Reports of a fratricidal conflict between the security forces indicated that the country was under threat of polarization as the regime dug in, and that the burgeoning opposition was gaining confidence.

reference_spacy_tokens: Reports of a fratricidal conflict between the security forces indicated that the country was under threat of polarization as the regime dug in , and that the burgeoning opposition was gaining confidence .


fn_spacy_tokens_for_baseline: Watersports : Water skiing , sailing and windsurfing are all available in the nearby resort of Zell am See , which is a short journey away on a regular bus service .

source_bert_toks: waters ##ports : water skiing , sailing and winds ##ur ##fin ##g are all available in the nearby resort of ze ##ll am see , which is a short journey away on a regular bus service .

reference_raw: Watersports: Water skiing, sailing and windsurfing are available in the nearby Zell am See resort, which is a brief journey from a regular bus service.

reference_spacy_tokens: Watersports : Water skiing , sailing and windsurfing are available in the nearby Zell am See resort , which is a brief journey from a regular bus service .


fn_spacy_tokens_for_baseline: In between the shelled - out buildings , people shuffle like the walking dead -- thousands thronging to the feeding centres hastily set up by relief agencies .

source_bert_toks: in between the shell ##ed - out buildings , people shuffle like the walking dead - - thousands th ##rong ##ing to the feeding centres hastily set up by relief agencies .

reference_raw: Amidst the shelled buildings, people shuffle like walking corpses-thousands of people swarming toward the feeding centers hastily set up by the relief agencies.

reference_spacy_tokens: Amidst the shelled buildings , people shuffle like walking corpses - thousands of people swarming toward the feeding centers hastily set up by the relief agencies .


fn_spacy_tokens_for_baseline: ' I know you will , honey , ' she murmured , fondly brushing the pale blonde curls from the child 's brow before walking slowly back to rejoin her friend .

source_bert_toks: ' i know you will , honey , ' she murmured , fond ##ly brushing the pale blonde curls from the child ' s brow before walking slowly back to rejoin her friend .

reference_raw: "I know you will, honey," she whispered, fondly brushing the pale blond hair off the baby's forehead before slowly returning to her friend.

reference_spacy_tokens: " I know you will , honey , " she whispered , fondly brushing the pale blond hair off the baby 's forehead before slowly returning to her friend .


fn_spacy_tokens_for_baseline: On a hot summer afternoon a few weeks later , Caroline trooped wearily home from work and opened her postbox to find a long white envelope bearing the logo of the Davis School of Design .

source_bert_toks: on a hot summer afternoon a few weeks later , caroline troop ##ed wear ##ily home from work and opened her post ##box to find a long white envelope bearing the logo of the davis school of design .

reference_raw: A few weeks later, on a hot summer afternoon, Caroline rode wearily home from work and opened her mailbox to find a long white envelope with the Davis School of Design logo on it.

reference_spacy_tokens: A few weeks later , on a hot summer afternoon , Caroline rode wearily home from work and opened her mailbox to find a long white envelope with the Davis School of Design logo on it .


fn_spacy_tokens_for_baseline: Countries like Nigeria classify all waste as hazardous .

source_bert_toks: countries like nigeria classify all waste as hazardous .

reference_raw: Countries like Nigeria class all waste as dangerous.

reference_spacy_tokens: Countries like Nigeria class all waste as dangerous .


fn_spacy_tokens_for_baseline: Mrs Murphy banged with her gavel , rather more cautiously this time .

source_bert_toks: mrs murphy banged with her gave ##l , rather more cautiously this time .

reference_raw: Mrs. Murphy hammered her hammer, more carefully this time.

reference_spacy_tokens: Mrs. Murphy hammered her hammer , more carefully this time .


fn_spacy_tokens_for_baseline: He was craning his neck to look up but nothing was visible except the rolling grey mist that had almost reached the jeep .

source_bert_toks: he was cr ##ani ##ng his neck to look up but nothing was visible except the rolling grey mist that had almost reached the jeep .

reference_raw: He bent his neck to look up, but nothing could be seen except the rolling gray mist that had almost reached the Jeep.

reference_spacy_tokens: He bent his neck to look up , but nothing could be seen except the rolling gray mist that had almost reached the Jeep .


fn_spacy_tokens_for_baseline: In my case I was very drowsy , I got constipated , they do n't tell you very much about this , they play it down .

source_bert_toks: in my case i was very dr ##ows ##y , i got con ##sti ##pate ##d , they don ' t tell you very much about this , they play it down .

reference_raw: In my case, I was very sleepy, I was busy, they didn't tell you much about it, they played it down.

reference_spacy_tokens: In my case , I was very sleepy , I was busy , they did n't tell you much about it , they played it down .


fn_spacy_tokens_for_baseline: That underrated favourite of Martin Scorsese , Harvey Keitel , appears in Reservoir Dogs , a tense thriller about a diamond heist that goes badly wrong because someone has grassed on the top thieves .

source_bert_toks: that under ##rated favourite of martin sc ##ors ##ese , harvey kei ##tel , appears in reservoir dogs , a tense thriller about a diamond he ##ist that goes badly wrong because someone has grass ##ed on the top thieves .

reference_raw: Martin Scorsese's underrated favorite, Harvey Keitel, shows up at the Reservoir Dogs, a tense thriller about a diamond robbery that's gone bad because someone's been poking at the top thief.

reference_spacy_tokens: Martin Scorsese 's underrated favorite , Harvey Keitel , shows up at the Reservoir Dogs , a tense thriller about a diamond robbery that 's gone bad because someone 's been poking at the top thief .


fn_spacy_tokens_for_baseline: If no single party were to win an overall majority , then the Queen might have real power to choose a government .

source_bert_toks: if no single party were to win an overall majority , then the queen might have real power to choose a government .

reference_raw: If none of the parties wins an overall majority, the queen may actually have the strength to choose a government.

reference_spacy_tokens: If none of the parties wins an overall majority , the queen may actually have the strength to choose a government .


fn_spacy_tokens_for_baseline: If company cars , company fitted - kitchens or company hi - fi seem to do the trick , sad but fine .

source_bert_toks: if company cars , company fitted - kitchens or company hi - fi seem to do the trick , sad but fine .

reference_raw: If the company's cars, the company's equipped kitchens, or the company's hi-fi seem to be doing it, it's sad, but it's fine.

reference_spacy_tokens: If the company 's cars , the company 's equipped kitchens , or the company 's hi - fi seem to be doing it , it 's sad , but it 's fine .


fn_spacy_tokens_for_baseline: Alternatively varnish it with polyurethane varnish .

source_bert_toks: alternatively var ##nish it with poly ##ure ##than ##e var ##nish .

reference_raw: Or paint it with polyurethane paint.

reference_spacy_tokens: Or paint it with polyurethane paint .


fn_spacy_tokens_for_baseline: An appeal has been launched for government officials to improve their understanding of the importance of preserving nature , and to enforce local restrictions on the poaching , purchasing and smuggling of wildlife .

source_bert_toks: an appeal has been launched for government officials to improve their understanding of the importance of preserving nature , and to enforce local restrictions on the po ##achi ##ng , purchasing and smuggling of wildlife .

reference_raw: An appeal was launched against government officials to improve their understanding of the importance of nature conservation and to enforce local restrictions on the poaching, purchase and trafficking of wildlife.

reference_spacy_tokens: An appeal was launched against government officials to improve their understanding of the importance of nature conservation and to enforce local restrictions on the poaching , purchase and trafficking of wildlife .


fn_spacy_tokens_for_baseline: This requirement should be specified in the tender document for the purchase of radiology services .

source_bert_toks: this requirement should be specified in the tender document for the purchase of radio ##logy services .

reference_raw: This requirement should be specified in the tender document for the purchase of radiological services.

reference_spacy_tokens: This requirement should be specified in the tender document for the purchase of radiological services .


fn_spacy_tokens_for_baseline: Romanov , who has played a leading role in peace talks , said such " terrorist " attacks give him the right to forcefully disarm rebel fighters .

source_bert_toks: romano ##v , who has played a leading role in peace talks , said such " terrorist " attacks give him the right to forcefully di ##sar ##m rebel fighters .

reference_raw: Romanov, who played a leading role in peace talks, said that such "terrorist" attacks give him the right to forcefully deactivate the rebels.

reference_spacy_tokens: Romanov , who played a leading role in peace talks , said that such " terrorist " attacks give him the right to forcefully deactivate the rebels .


fn_spacy_tokens_for_baseline: Kindly , he dried her face on a tea - towel , helped her on with her coat and shepherded her down the stairs .

source_bert_toks: kindly , he dried her face on a tea - towel , helped her on with her coat and shepherd ##ed her down the stairs .

reference_raw: He kindly dried her face on a tea towel, helped her with her coat, and led her down the stairs.

reference_spacy_tokens: He kindly dried her face on a tea towel , helped her with her coat , and led her down the stairs .


fn_spacy_tokens_for_baseline: I did n't see anything except a man tying a rope around the large upper branch of a tree .

source_bert_toks: i didn ' t see anything except a man tying a rope around the large upper branch of a tree .

reference_raw: There was nothing I could see but a man tethering a rope around the big top branch of a tree.

reference_spacy_tokens: There was nothing I could see but a man tethering a rope around the big top branch of a tree .


fn_spacy_tokens_for_baseline: This is nearly as demanding as the main route so I 'd only do it if the tops are covered in mist or you are absolutely worn out .

source_bert_toks: this is nearly as demanding as the main route so i ' d only do it if the tops are covered in mist or you are absolutely worn out .

reference_raw: It's almost as difficult as the main road, so I'll only do it if the tops are clouded with fog or if you're completely exhausted.

reference_spacy_tokens: It 's almost as difficult as the main road , so I 'll only do it if the tops are clouded with fog or if you 're completely exhausted .


fn_spacy_tokens_for_baseline: The governor of neighboring Helmand province escaped injury Wednesday when a powerful remote - controlled bomb exploded as his convoy was en route to the funeral .

source_bert_toks: the governor of neighboring helm ##and province escaped injury wednesday when a powerful remote - controlled bomb exploded as his convoy was en route to the funeral .

reference_raw: The governor of neighboring Helmand Province escaped injuries on Wednesday when a powerful remote-controlled bomb exploded while his convoy was on its way to the funeral.

reference_spacy_tokens: The governor of neighboring Helmand Province escaped injuries on Wednesday when a powerful remote - controlled bomb exploded while his convoy was on its way to the funeral .


fn_spacy_tokens_for_baseline: Would not the simplest advice to the British public be that they should always buy British beef , pork and veal ?

source_bert_toks: would not the simplest advice to the british public be that they should always buy british beef , pork and ve ##al ?

reference_raw: Wouldn't the simplest advice for the British public be that they should always buy British beef and pork?

reference_spacy_tokens: Would n't the simplest advice for the British public be that they should always buy British beef and pork ?


fn_spacy_tokens_for_baseline: According to a nationwide survey taken a year ago , nearly a third of England 's church bells are no longer rung on Sundays because there is no one to ring them .

source_bert_toks: according to a nationwide survey taken a year ago , nearly a third of england ' s church bells are no longer run ##g on sundays because there is no one to ring them .

reference_raw: According to a national survey carried out a year ago, almost a third of the English church bells are no longer ringing on Sundays because there is no one to ring them.

reference_spacy_tokens: According to a national survey carried out a year ago , almost a third of the English church bells are no longer ringing on Sundays because there is no one to ring them .


fn_spacy_tokens_for_baseline: He lumbered away shaking his head .

source_bert_toks: he lumber ##ed away shaking his head .

reference_raw: He stumbled away and shook his head.

reference_spacy_tokens: He stumbled away and shook his head .


fn_spacy_tokens_for_baseline: Furthermore , there will naturally be many covenants and other provisions additional to those contained in the precedents , but the tenant 's adviser will have to continue to tackle those himself , using his own judgment .

source_bert_toks: furthermore , there will naturally be many covenant ##s and other provisions additional to those contained in the precedent ##s , but the tenant ' s adviser will have to continue to tackle those himself , using his own judgment .

reference_raw: In addition, of course, there will be many covenants and other provisions in addition to those contained in the precedents, but the lessee's adviser will still have to deal with them himself, using his own judgement.

reference_spacy_tokens: In addition , of course , there will be many covenants and other provisions in addition to those contained in the precedents , but the lessee 's adviser will still have to deal with them himself , using his own judgement .


fn_spacy_tokens_for_baseline: She was still trembling half an hour later , as she huddled beneath a small gateway , trying to keep her footing on the wet grass of the embankment .

source_bert_toks: she was still trembling half an hour later , as she huddled beneath a small gateway , trying to keep her footing on the wet grass of the embankment .

reference_raw: Half an hour later she was still shaking, crouching under a small gate, trying to stand on the wet grass of the embankment.

reference_spacy_tokens: Half an hour later she was still shaking , crouching under a small gate , trying to stand on the wet grass of the embankment .


fn_spacy_tokens_for_baseline: In the Ogwo case , the decision is based solely upon the neighbour principle , the issue before the court being whether the injuries sustained by the plaintiff were foreseeable .

source_bert_toks: in the og ##wo case , the decision is based solely upon the neighbour principle , the issue before the court being whether the injuries sustained by the plaintiff were fore ##see ##able .

reference_raw: In Ogwo, the judgment is based solely on the principle of neighbourhood, the question before the court is whether the damage suffered by the applicant was predictable.

reference_spacy_tokens: In Ogwo , the judgment is based solely on the principle of neighbourhood , the question before the court is whether the damage suffered by the applicant was predictable .


fn_spacy_tokens_for_baseline: She remembered how she had ridiculously thought meeting him had left her tingling , and was then able to scoff at such a fanciful notion .

source_bert_toks: she remembered how she had ridiculous ##ly thought meeting him had left her tingling , and was then able to sc ##off at such a fan ##ciful notion .

reference_raw: She remembered the absurd thought that meeting him had left her tingling, and then she could mock such a fanciful idea.

reference_spacy_tokens: She remembered the absurd thought that meeting him had left her tingling , and then she could mock such a fanciful idea .


fn_spacy_tokens_for_baseline: Within a few minutes the atmosphere in the bay was normal , and Ace was jetting towards the shuttle 's cabin door .

source_bert_toks: within a few minutes the atmosphere in the bay was normal , and ace was jett ##ing towards the shuttle ' s cabin door .

reference_raw: In a few minutes the atmosphere in the bay was normal, and Ace raced toward the cabin door of the shuttle.

reference_spacy_tokens: In a few minutes the atmosphere in the bay was normal , and Ace raced toward the cabin door of the shuttle .


fn_spacy_tokens_for_baseline: An investigation is being conducted , " said Battalion Chief Joe Fahey who also added that they did not believe arson was the cause .

source_bert_toks: an investigation is being conducted , " said battalion chief joe fa ##hey who also added that they did not believe arson was the cause .

reference_raw: There's an investigation going on," said Chief of Battalion Joe Fahey, who added that he didn't think it was arson.

reference_spacy_tokens: There 's an investigation going on , " said Chief of Battalion Joe Fahey , who added that he did n't think it was arson .


fn_spacy_tokens_for_baseline: The panel concluded that these amounted to only possible indications .

source_bert_toks: the panel concluded that these amounted to only possible indications .

reference_raw: The Panel concluded that these were only possible indicators.

reference_spacy_tokens: The Panel concluded that these were only possible indicators .


fn_spacy_tokens_for_baseline: An animal 's pelt covered his scalp , its empty legs dangling beside his ears , yet it seemed not at all absurd .

source_bert_toks: an animal ' s pe ##lt covered his scalp , its empty legs dangling beside his ears , yet it seemed not at all absurd .

reference_raw: The animal's fur covered his scalp, its empty legs dangling at his ears, but it didn't seem ridiculous at all.

reference_spacy_tokens: The animal 's fur covered his scalp , its empty legs dangling at his ears , but it did n't seem ridiculous at all .


fn_spacy_tokens_for_baseline: As Sara leaned over the gate , a slight figure who had been obscured behind them began walking towards her along the hedge .

source_bert_toks: as sara leaned over the gate , a slight figure who had been obscured behind them began walking towards her along the hedge .

reference_raw: As Sara leaned over the gate, a small figure, hidden behind them, began to walk down the hedge toward her.

reference_spacy_tokens: As Sara leaned over the gate , a small figure , hidden behind them , began to walk down the hedge toward her .


fn_spacy_tokens_for_baseline: ' You have somewhere else to stay now so you need n't risk coming here again . '

source_bert_toks: ' you have somewhere else to stay now so you need ##n ' t risk coming here again . '

reference_raw: "You've got a place to stay now, so you don't have to take the chance of coming back here."

reference_spacy_tokens: " You 've got a place to stay now , so you do n't have to take the chance of coming back here . "


fn_spacy_tokens_for_baseline: A modern twist to the Marxist critique of the commodity has emerged with the application of semiotics .

source_bert_toks: a modern twist to the marxist critique of the commodity has emerged with the application of semi ##otic ##s .

reference_raw: With the use of semiotics, a modern twist to the Marxist criticism of the commodity has emerged.

reference_spacy_tokens: With the use of semiotics , a modern twist to the Marxist criticism of the commodity has emerged .


fn_spacy_tokens_for_baseline: A plump , pretty girl , with a sensible scarf , two badges on the lapel of her corduroy overcoat , her face and stance vibrant , unflinching , exalted .

source_bert_toks: a plump , pretty girl , with a sensible scarf , two badges on the lap ##el of her cord ##uro ##y over ##coat , her face and stance vibrant , un ##fl ##in ##ching , ex ##al ##ted .

reference_raw: A plump, pretty girl with a sensible scarf, two badges on the lapel of a corduroy coat, her face and posture vibrant, unflinching, exalted.

reference_spacy_tokens: A plump , pretty girl with a sensible scarf , two badges on the lapel of a corduroy coat , her face and posture vibrant , unflinching , exalted .


fn_spacy_tokens_for_baseline: Here the rocks and pebbles on the Ocean 's floor are the same glistening colours , permanently etched because they can never dry .

source_bert_toks: here the rocks and pebbles on the ocean ' s floor are the same glistening colours , permanently etched because they can never dry .

reference_raw: Here, the rocks and pebbles on the bottom of the ocean are the same shiny colors that are permanently etched because they can never dry.

reference_spacy_tokens: Here , the rocks and pebbles on the bottom of the ocean are the same shiny colors that are permanently etched because they can never dry .


fn_spacy_tokens_for_baseline: While I admire the saddle - stitching on the suitcase , Karl has moved on to a conference about the length of Gisela 's fringe .

source_bert_toks: while i admire the saddle - stitch ##ing on the suitcase , karl has moved on to a conference about the length of gi ##sel ##a ' s fringe .

reference_raw: While I was admiring the saddle-stitching on the trunk, Karl went to a briefing on the length of Gisela's edge.

reference_spacy_tokens: While I was admiring the saddle - stitching on the trunk , Karl went to a briefing on the length of Gisela 's edge .


fn_spacy_tokens_for_baseline: The region around Chimoio is swollen by 400,000 people who sought refuge from the civil war .

source_bert_toks: the region around chi ##mo ##io is swollen by 400 , 000 people who sought refuge from the civil war .

reference_raw: The area around Chimoio is bloated by 400,000 people seeking refuge from the Civil War.

reference_spacy_tokens: The area around Chimoio is bloated by 400,000 people seeking refuge from the Civil War .


fn_spacy_tokens_for_baseline: And the reason we do n't want to is that effective education would require us to relinquish some cherished metaphysical beliefs about human nature in general and the human nature of young people in particular , as well as to violate some cherished vested interests .

source_bert_toks: and the reason we don ' t want to is that effective education would require us to re ##lin ##qui ##sh some cher ##ished metaphysical beliefs about human nature in general and the human nature of young people in particular , as well as to violate some cher ##ished vested interests .

reference_raw: And the reason why we don't want to do this is because effective education would require us to give up some of our cherished metaphysical beliefs about humanity in general and about young people's humanity in particular, and to violate some of our cherished vested interests.

reference_spacy_tokens: And the reason why we do n't want to do this is because effective education would require us to give up some of our cherished metaphysical beliefs about humanity in general and about young people 's humanity in particular , and to violate some of our cherished vested interests .


fn_spacy_tokens_for_baseline: Cook the minced beef in a saucepan over a high heat until browned .

source_bert_toks: cook the min ##ced beef in a sauce ##pan over a high heat until browne ##d .

reference_raw: Boiled the minced beef in a saucepan above a high temperature until it was browned.

reference_spacy_tokens: Boiled the minced beef in a saucepan above a high temperature until it was browned .


fn_spacy_tokens_for_baseline: The main triglyceride - carrying lipoproteins are secreted by the small intestine and liver as exogenous chylomicra and endogenous VLDL .

source_bert_toks: the main tri ##gly ##cer ##ide - carrying lip ##op ##rot ##ein ##s are secret ##ed by the small int ##est ##ine and liver as ex ##ogen ##ous ch ##yl ##omic ##ra and end ##ogen ##ous v ##ld ##l .

reference_raw: The major lipoproteins carrying triglycerides are excreted in small intestines and liver as exogenous chylomicra and endogenous VLDL.

reference_spacy_tokens: The major lipoproteins carrying triglycerides are excreted in small intestines and liver as exogenous chylomicra and endogenous VLDL .


fn_spacy_tokens_for_baseline: Would you be so effusive about the indoctrination of Muslims at the State 's expense ?

source_bert_toks: would you be so e ##ff ##us ##ive about the indo ##ct ##rina ##tion of muslims at the state ' s expense ?

reference_raw: Would you be so distracted by the indoctrination of Muslims at the expense of the state?

reference_spacy_tokens: Would you be so distracted by the indoctrination of Muslims at the expense of the state ?


fn_spacy_tokens_for_baseline: That does n't mean they will succeed , but it means they have a much better chance than most of the companies out there .

source_bert_toks: that doesn ' t mean they will succeed , but it means they have a much better chance than most of the companies out there .

reference_raw: That doesn't mean they're going to make it, but that means they've got a much better chance than most companies out there.

reference_spacy_tokens: That does n't mean they 're going to make it , but that means they 've got a much better chance than most companies out there .


fn_spacy_tokens_for_baseline: ' Hi , ' he mumbled back , his bruised , swollen mouth making his speech thick .

source_bert_toks: ' hi , ' he mumbled back , his bruised , swollen mouth making his speech thick .

reference_raw: "Hello," he muttered back, his bruised, swollen mouth thick with speech.

reference_spacy_tokens: " Hello , " he muttered back , his bruised , swollen mouth thick with speech .


fn_spacy_tokens_for_baseline: It has been suggested that weight standards be adjusted upwards for age [ 8]. Such recommendations remain controversial , however , because the number of studies of older persons is fairly small , and because few studies have examined the relation of BMI to quality of life or years of healthy life ( YHL ) in the elderly [ 9].

source_bert_toks: it has been suggested that weight standards be adjusted upwards for age [ 8 ] . such recommendations remain controversial , however , because the number of studies of older persons is fairly small , and because few studies have examined the relation of b ##mi to quality of life or years of healthy life ( y ##hl ) in the elderly [ 9 ] .

reference_raw: However, these recommendations are still controversial because the number of studies in older people is relatively small and because few studies have examined the relationship between BMI and quality of life (YHL) in older people[9].

reference_spacy_tokens: However , these recommendations are still controversial because the number of studies in older people is relatively small and because few studies have examined the relationship between BMI and quality of life ( YHL ) in older people[9].


fn_spacy_tokens_for_baseline: Murray , he alleged , then had gone to the bothy next door where he had injected three men with heroin .

source_bert_toks: murray , he alleged , then had gone to the both ##y next door where he had injected three men with heroin .

reference_raw: Murray, he said, went to the other two, where he gave three men heroin.

reference_spacy_tokens: Murray , he said , went to the other two , where he gave three men heroin .


fn_spacy_tokens_for_baseline: He and his girlfriend , who has used heroin for six years , live in their own home in one of Wirral 's well - heeled townships .

source_bert_toks: he and his girlfriend , who has used heroin for six years , live in their own home in one of wi ##rral ' s well - heel ##ed townships .

reference_raw: He and his girlfriend, who's been on heroin for six years, live in their own house in one of Wirral's well-heeled townships.

reference_spacy_tokens: He and his girlfriend , who 's been on heroin for six years , live in their own house in one of Wirral 's well - heeled townships .


fn_spacy_tokens_for_baseline: Dungeness has thus continued its appalling construction record into its working life .

source_bert_toks: dung ##enes ##s has thus continued its app ##all ##ing construction record into its working life .

reference_raw: As a result, Dungeness continued its terrifying construction record in its working life.

reference_spacy_tokens: As a result , Dungeness continued its terrifying construction record in its working life .


fn_spacy_tokens_for_baseline: Mrs Mantini straightened up and puffed out a last breath of her garlic - and - onion lunch .

source_bert_toks: mrs man ##tin ##i straightened up and puff ##ed out a last breath of her garlic - and - onion lunch .

reference_raw: Mrs. Mantini straightened and took a final breath of her garlic and onion lunch.

reference_spacy_tokens: Mrs. Mantini straightened and took a final breath of her garlic and onion lunch .


fn_spacy_tokens_for_baseline: 12 Bill : You ready for some issues ?

source_bert_toks: 12 bill : you ready for some issues ?

reference_raw: 12 Bill: Are you ready for some trouble?

reference_spacy_tokens: 12 Bill : Are you ready for some trouble ?


fn_spacy_tokens_for_baseline: So if you 've more than a mite of sense you 'll point your base somewheres else .

source_bert_toks: so if you ' ve more than a mit ##e of sense you ' ll point your base somewhere ##s else .

reference_raw: So if you have more than a little sense, you're going to point your base somewhere else.

reference_spacy_tokens: So if you have more than a little sense , you 're going to point your base somewhere else .


fn_spacy_tokens_for_baseline: There was covert opposition to these measures from the older departmental heads , who displayed considerable ingenuity in discovering reasons why staff should not be released .

source_bert_toks: there was covert opposition to these measures from the older departmental heads , who displayed considerable ing ##en ##uity in discovering reasons why staff should not be released .

reference_raw: There has been a secret opposition from the senior department heads, who have shown considerable ingenuity in discovering the reasons why staff should not be released.

reference_spacy_tokens: There has been a secret opposition from the senior department heads , who have shown considerable ingenuity in discovering the reasons why staff should not be released .


fn_spacy_tokens_for_baseline: Intelligence sources in West Germany say that efforts to stop the current wave of IRA attacks have not been hampered by rivalries and that different organisations have been co - operating well together .

source_bert_toks: intelligence sources in west germany say that efforts to stop the current wave of ira attacks have not been hampered by rival ##ries and that different organisations have been co - operating well together .

reference_raw: According to intelligence sources in West Germany, efforts to stop the current wave of IRA attacks were not hindered by rivalry and various organizations cooperated well.

reference_spacy_tokens: According to intelligence sources in West Germany , efforts to stop the current wave of IRA attacks were not hindered by rivalry and various organizations cooperated well .


fn_spacy_tokens_for_baseline: This was the artists concoctions of dream landscapes , borrowed myths , symbolic objects and classical figures of kings and fairytales .

source_bert_toks: this was the artists con ##co ##ctions of dream landscapes , borrowed myths , symbolic objects and classical figures of kings and fairy ##tale ##s .

reference_raw: These were artists who made up dream landscapes, borrowed myths, symbolic objects, and classic figures of kings and fairy tales.

reference_spacy_tokens: These were artists who made up dream landscapes , borrowed myths , symbolic objects , and classic figures of kings and fairy tales .


fn_spacy_tokens_for_baseline: He realised that he was , in fact , looking at a man , so heavily clothed , hatted and booted in furs that he could have made a fortune doing tricks at the Glasgow Fair .

source_bert_toks: he realised that he was , in fact , looking at a man , so heavily clothed , hat ##ted and boot ##ed in fur ##s that he could have made a fortune doing tricks at the glasgow fair .

reference_raw: In fact, he realized, he was looking at a man so heavily clothed, capped, and booted in furs that he could make a fortune doing tricks at the Glasgow Fair.

reference_spacy_tokens: In fact , he realized , he was looking at a man so heavily clothed , capped , and booted in furs that he could make a fortune doing tricks at the Glasgow Fair .


fn_spacy_tokens_for_baseline: National security grounds will still enable ministers to deny union rights to staff at GCHQ in Cheltenham .

source_bert_toks: national security grounds will still enable ministers to deny union rights to staff at g ##ch ##q in cheltenham .

reference_raw: National security reasons will continue to allow ministers to refuse union rights to employees of the GCHQ in Cheltenham.

reference_spacy_tokens: National security reasons will continue to allow ministers to refuse union rights to employees of the GCHQ in Cheltenham .


fn_spacy_tokens_for_baseline: He scanned the newsprint greedily while his teeth sank into the bacon sandwich , the melted margarine dribbling over his fingers .

source_bert_toks: he scanned the news ##print greed ##ily while his teeth sank into the bacon sandwich , the melted mar ##gar ##ine dr ##ib ##bling over his fingers .

reference_raw: He studied the print greedily as his teeth sank into the bacon sandwich, the melted margarine dripping over his fingers.

reference_spacy_tokens: He studied the print greedily as his teeth sank into the bacon sandwich , the melted margarine dripping over his fingers .


fn_spacy_tokens_for_baseline: Naming rape victims without their permission is thought to be a bad thing .

source_bert_toks: naming rape victims without their permission is thought to be a bad thing .

reference_raw: Naming a rapist without his permission is considered a bad thing.

reference_spacy_tokens: Naming a rapist without his permission is considered a bad thing .


fn_spacy_tokens_for_baseline: Nails screeched and popped , and the board juddered away at the bottom as something outside slammed against the wood .

source_bert_toks: nails sc ##ree ##ched and popped , and the board judd ##ered away at the bottom as something outside slammed against the wood .

reference_raw: The nails creaked and crackled, and the board jiggled at the bottom as something outside struck the wood.

reference_spacy_tokens: The nails creaked and crackled , and the board jiggled at the bottom as something outside struck the wood .


fn_spacy_tokens_for_baseline: Plotinus wrote his most impassioned tract to attack Gnosticism as pretentious mumbo - jumbo .

source_bert_toks: plot ##inus wrote his most imp ##ass ##ioned tract to attack g ##nostic ##ism as pre ##ten ##tious mum ##bo - ju ##mbo .

reference_raw: Plotinus wrote the most impassive traction to attack Gnosticism as a pretentious mumbo-jumbo.

reference_spacy_tokens: Plotinus wrote the most impassive traction to attack Gnosticism as a pretentious mumbo - jumbo .


fn_spacy_tokens_for_baseline: At this point I will come clean and admit that the cyclists beat the support vehicle to Royston !

source_bert_toks: at this point i will come clean and admit that the cyclists beat the support vehicle to roy ##ston !

reference_raw: At this point, I'm going to confess that the cyclists have beaten a support vehicle to Royston!

reference_spacy_tokens: At this point , I 'm going to confess that the cyclists have beaten a support vehicle to Royston !


fn_spacy_tokens_for_baseline: Officials have lifted the evacuation order for Chino Hills as well .

source_bert_toks: officials have lifted the evacuation order for chin ##o hills as well .

reference_raw: Officials also canceled the evacuation order for Chino Hills.

reference_spacy_tokens: Officials also canceled the evacuation order for Chino Hills .


fn_spacy_tokens_for_baseline: Jerusalem 's recorded history begins with its mention in Egyptian court records 4,000 years ago , but there had been human settlements here for centuries , probably millennia , before that .

source_bert_toks: jerusalem ' s recorded history begins with its mention in egyptian court records 4 , 000 years ago , but there had been human settlements here for centuries , probably millennia , before that .

reference_raw: The history of Jerusalem begins with a reference to it in the Egyptian court records 4,000 years ago, but there were human villages for centuries, probably thousands of years, before that.

reference_spacy_tokens: The history of Jerusalem begins with a reference to it in the Egyptian court records 4,000 years ago , but there were human villages for centuries , probably thousands of years , before that .


fn_spacy_tokens_for_baseline: Despite the hard line taken by the press about the rapists , they were not above sexualising the raped girls .

source_bert_toks: despite the hard line taken by the press about the rap ##ists , they were not above sexual ##ising the raped girls .

reference_raw: Despite the hard line the press put on the rapists, they weren't more than sexualizing rapists.

reference_spacy_tokens: Despite the hard line the press put on the rapists , they were n't more than sexualizing rapists .


fn_spacy_tokens_for_baseline: Yesterday Suzannah 's husband , building surveyor Peter Marshall , refused to comment .

source_bert_toks: yesterday su ##zan ##nah ' s husband , building surveyor peter marshall , refused to comment .

reference_raw: Yesterday, Suzannah's husband, who was building inspector Peter Marshall, refused to comment.

reference_spacy_tokens: Yesterday , Suzannah 's husband , who was building inspector Peter Marshall , refused to comment .


fn_spacy_tokens_for_baseline: It could take at least five days before the fire can be brought under full control .

source_bert_toks: it could take at least five days before the fire can be brought under full control .

reference_raw: It may take at least five days to fully control the fire.

reference_spacy_tokens: It may take at least five days to fully control the fire .


fn_spacy_tokens_for_baseline: He was got up in rusty finery , striped trousers and a dinner jacket with a white carnation in the button - hole and a clip - on bow tie .

source_bert_toks: he was got up in rusty finer ##y , striped trousers and a dinner jacket with a white car ##nation in the button - hole and a clip - on bow tie .

reference_raw: He stood up, dressed in rusty fineries, striped trousers, and a dinner jacket with a white carnation in a buttonhole and a bow tie with a clip on it.

reference_spacy_tokens: He stood up , dressed in rusty fineries , striped trousers , and a dinner jacket with a white carnation in a buttonhole and a bow tie with a clip on it .


fn_spacy_tokens_for_baseline: Also , Che chic : A story notes that Che Guevara is cool again , 30 years after his death .

source_bert_toks: also , che chi ##c : a story notes that che gu ##eva ##ra is cool again , 30 years after his death .

reference_raw: Also, Che Chic: The story says Che Guevara's fine again, 30 years after he died.

reference_spacy_tokens: Also , Che Chic : The story says Che Guevara 's fine again , 30 years after he died .


fn_spacy_tokens_for_baseline: For he halted only to slam the door fast behind him , then , having imprisoned her in her room , he was again coming after her .

source_bert_toks: for he halted only to slam the door fast behind him , then , having imprisoned her in her room , he was again coming after her .

reference_raw: For he stopped only to close the door quickly behind him, and when he had trapped her in her room, he followed her again.

reference_spacy_tokens: For he stopped only to close the door quickly behind him , and when he had trapped her in her room , he followed her again .


fn_spacy_tokens_for_baseline: Such apparently obvious explanations for the desertion of a settlement are , however , too simplistic .

source_bert_toks: such apparently obvious explanations for the desert ##ion of a settlement are , however , too sim ##pl ##istic .

reference_raw: But such obvious explanations for deserting settlements are too simple.

reference_spacy_tokens: But such obvious explanations for deserting settlements are too simple .


fn_spacy_tokens_for_baseline: He paused to take a sip of wine as he recollected the distant years .

source_bert_toks: he paused to take a sip of wine as he rec ##oll ##ect ##ed the distant years .

reference_raw: He paused to sip his wine, remembering the distant years.

reference_spacy_tokens: He paused to sip his wine , remembering the distant years .


fn_spacy_tokens_for_baseline: She took out the tin box of letters and carried it back with her into the kitchen .

source_bert_toks: she took out the tin box of letters and carried it back with her into the kitchen .

reference_raw: She took out a can of letters and carried it back to the kitchen.

reference_spacy_tokens: She took out a can of letters and carried it back to the kitchen .


fn_spacy_tokens_for_baseline: Her brows and lashes were blond ; he observed so much .

source_bert_toks: her brows and lashes were blond ; he observed so much .

reference_raw: Her eyebrows and eyelashes were blonde; he was watching so much.

reference_spacy_tokens: Her eyebrows and eyelashes were blonde ; he was watching so much .


fn_spacy_tokens_for_baseline: For some of the societies of West and Central Africa the loss of such large numbers of able - bodied young men and women was catastrophic in several respects .

source_bert_toks: for some of the societies of west and central africa the loss of such large numbers of able - bodied young men and women was catastrophic in several respects .

reference_raw: For some Western and Central African societies, the loss of such a large number of capable young men and women was disastrous in several respects.

reference_spacy_tokens: For some Western and Central African societies , the loss of such a large number of capable young men and women was disastrous in several respects .


fn_spacy_tokens_for_baseline: He did n't want to end up a mean and ignorant man like his father , or spend the years bickering I N I with brother Shamus .

source_bert_toks: he didn ' t want to end up a mean and ignorant man like his father , or spend the years bi ##cker ##ing i n i with brother sham ##us .

reference_raw: He didn't want to end up as mean and ignorant as his father, or spend years arguing IN with Brother Shamus.

reference_spacy_tokens: He did n't want to end up as mean and ignorant as his father , or spend years arguing IN with Brother Shamus .


fn_spacy_tokens_for_baseline: The fat cook pushed him out of the way , coming to turn a pan of potatoes roasting under spitted beef .

source_bert_toks: the fat cook pushed him out of the way , coming to turn a pan of potatoes roast ##ing under spit ##ted beef .

reference_raw: The fat cook pushed him out of the way and came over to turn the pot of potatoes that had been roasted under the spitted meat.

reference_spacy_tokens: The fat cook pushed him out of the way and came over to turn the pot of potatoes that had been roasted under the spitted meat .


fn_spacy_tokens_for_baseline: In reality , of course , they do proofread .

source_bert_toks: in reality , of course , they do proof ##rea ##d .

reference_raw: In fact, of course, they read the evidence.

reference_spacy_tokens: In fact , of course , they read the evidence .


fn_spacy_tokens_for_baseline: The House of Lords was clearly reluctant to clash with Parliament on a matter within the scope of Parliamentary Privilege ( see Chap . 3 ) .

source_bert_toks: the house of lords was clearly reluctant to clash with parliament on a matter within the scope of parliamentary privilege ( see cha ##p . 3 ) .

reference_raw: The House of Lords was clearly reluctant to discuss a matter with Parliament within the scope of Parliamentary privilege (see Chap. 3).

reference_spacy_tokens: The House of Lords was clearly reluctant to discuss a matter with Parliament within the scope of Parliamentary privilege ( see Chap . 3 ) .


fn_spacy_tokens_for_baseline: Finally , the show ended with an ivory satin bustier covered in ivory lace , with an ivory duchesse satin full skirt .

source_bert_toks: finally , the show ended with an ivory satin bust ##ier covered in ivory lace , with an ivory duchess ##e satin full skirt .

reference_raw: In the end, the show ended with an ivory satin bustier wrapped in ivory lace and a full skirt of ivory duchess satin.

reference_spacy_tokens: In the end , the show ended with an ivory satin bustier wrapped in ivory lace and a full skirt of ivory duchess satin .


fn_spacy_tokens_for_baseline: Sometimes people jog past , dressed up in tracksuits and that , but mostly I 'm on my own .

source_bert_toks: sometimes people jo ##g past , dressed up in tracks ##uit ##s and that , but mostly i ' m on my own .

reference_raw: Sometimes people run by, wearing their track suits and stuff, but most of the time, I'm alone.

reference_spacy_tokens: Sometimes people run by , wearing their track suits and stuff , but most of the time , I 'm alone .


fn_spacy_tokens_for_baseline: Nails looked up , pulling fiercely on his stub of home - rolled cigarette .

source_bert_toks: nails looked up , pulling fiercely on his stu ##b of home - rolled cigarette .

reference_raw: Nails lifted his head and tugged wildly at the stub of his home-rolled cigarette.

reference_spacy_tokens: Nails lifted his head and tugged wildly at the stub of his home - rolled cigarette .


fn_spacy_tokens_for_baseline: But for a long time all the local shop - boys had insulted him because he wore the uniform of a charity - boy .

source_bert_toks: but for a long time all the local shop - boys had insulted him because he wore the uniform of a charity - boy .

reference_raw: For a long time, however, he had been offended by all the local shopkeepers for wearing the uniform of a charitable boy.

reference_spacy_tokens: For a long time , however , he had been offended by all the local shopkeepers for wearing the uniform of a charitable boy .


fn_spacy_tokens_for_baseline: In November 1997 , Russia ratified the CWC , but financial and other difficulties have impeded the destruction of its chemical weapons stockpile , so it is far behind the timetable specified in the treaty .

source_bert_toks: in november 1997 , russia ratified the cw ##c , but financial and other difficulties have imp ##eded the destruction of its chemical weapons stock ##pile , so it is far behind the timetable specified in the treaty .

reference_raw: Russia ratified the Convention in November 1997, but financial and other difficulties prevented the destruction of its chemical weapons stockpile, so that it is far behind the schedule set out in the Convention.

reference_spacy_tokens: Russia ratified the Convention in November 1997 , but financial and other difficulties prevented the destruction of its chemical weapons stockpile , so that it is far behind the schedule set out in the Convention .


fn_spacy_tokens_for_baseline: The clacking in the next room had stopped .

source_bert_toks: the cl ##ack ##ing in the next room had stopped .

reference_raw: The noise in the next room stopped.

reference_spacy_tokens: The noise in the next room stopped .


fn_spacy_tokens_for_baseline: She used to make things that are now quite commonplace but which at the time seemed really exotic -- fabulous cakes like kugelhopf and filled croissants which were wheeled in on a trolley for tea .

source_bert_toks: she used to make things that are now quite commonplace but which at the time seemed really exotic - - fabulous cakes like ku ##gel ##hop ##f and filled cr ##ois ##sant ##s which were wheeled in on a trolley for tea .

reference_raw: She used to make things that were now quite common, but that at the time seemed really exotic - wonderful cakes like kugelhopf and stuffed croissants that had been wheeled into a cart for tea.

reference_spacy_tokens: She used to make things that were now quite common , but that at the time seemed really exotic - wonderful cakes like kugelhopf and stuffed croissants that had been wheeled into a cart for tea .


fn_spacy_tokens_for_baseline: Humphrey Austin leased the mill , but in 1806 he bought what came to be known as New Mills .

source_bert_toks: humphrey austin leased the mill , but in 1806 he bought what came to be known as new mills .

reference_raw: Humphrey Austin rented a mill, but in 1806 he bought something called New Mills.

reference_spacy_tokens: Humphrey Austin rented a mill , but in 1806 he bought something called New Mills .


fn_spacy_tokens_for_baseline: The success of the Romanian uprising against the Ceausescu clan prompted some Chinese to ask gleefully how long the Chinese Ceausescu could survive .

source_bert_toks: the success of the romanian uprising against the ce ##aus ##escu clan prompted some chinese to ask glee ##fully how long the chinese ce ##aus ##escu could survive .

reference_raw: The success of the Romanian rebellion against the Ceausescu clan prompted some Chinese to ask cheerfully how long the Chinese Ceausescu could survive.

reference_spacy_tokens: The success of the Romanian rebellion against the Ceausescu clan prompted some Chinese to ask cheerfully how long the Chinese Ceausescu could survive .


fn_spacy_tokens_for_baseline: Most entertainers give out cards with their own or the agency 's phone number on it .

source_bert_toks: most entertainer ##s give out cards with their own or the agency ' s phone number on it .

reference_raw: Most entertainers issue cards with their own or the Agency's telephone number.

reference_spacy_tokens: Most entertainers issue cards with their own or the Agency 's telephone number .


fn_spacy_tokens_for_baseline: Small children of two or three tend to be alarmed at a banana - skin fall , not amused yet .

source_bert_toks: small children of two or three tend to be alarmed at a banana - skin fall , not amused yet .

reference_raw: Small children of two or three tend to be frightened by the fall of a banana skin, which is not yet amused.

reference_spacy_tokens: Small children of two or three tend to be frightened by the fall of a banana skin , which is not yet amused .


fn_spacy_tokens_for_baseline: However , levels of troop deaths remain high , mainly due to increasingly powerful and sophisticated improvised explosive devices , or IEDs , employed by the Taliban and other groups .

source_bert_toks: however , levels of troop deaths remain high , mainly due to increasingly powerful and sophisticated improvised explosive devices , or ie ##ds , employed by the taliban and other groups .

reference_raw: However, the number of deaths of soldiers remains high, mainly due to increasingly powerful and sophisticated impromptu explosive devices or IEDs used by the Taliban and other groups.

reference_spacy_tokens: However , the number of deaths of soldiers remains high , mainly due to increasingly powerful and sophisticated impromptu explosive devices or IEDs used by the Taliban and other groups .


fn_spacy_tokens_for_baseline: Roll out half the fondant icing on a surface dusted with icing sugar or cornflour to 5 mm ( ¼inch ) thickness .

source_bert_toks: roll out half the fond ##ant ic ##ing on a surface dust ##ed with ic ##ing sugar or corn ##fl ##our to 5 ##mm ( ¼ ##in ##ch ) thickness .

reference_raw: To 5 mm (1.5 inches) thickness, roll half of the fondant icing on a surface powdered with icing sugar or cornflour.

reference_spacy_tokens: To 5 mm ( 1.5 inches ) thickness , roll half of the fondant icing on a surface powdered with icing sugar or cornflour .


fn_spacy_tokens_for_baseline: Much of the West End was still sealed off early today as police combed the area for more bombs .

source_bert_toks: much of the west end was still sealed off early today as police comb ##ed the area for more bombs .

reference_raw: Most of the West End was still closed early this morning as the police searched the area for more bombs.

reference_spacy_tokens: Most of the West End was still closed early this morning as the police searched the area for more bombs .


fn_spacy_tokens_for_baseline: Still , the songs are enchanting , and makes a good filler for a very pleasant disc .

source_bert_toks: still , the songs are en ##chan ##ting , and makes a good fill ##er for a very pleasant disc .

reference_raw: But the songs are charming, and they're a good filler for a very pleasant disk.

reference_spacy_tokens: But the songs are charming , and they 're a good filler for a very pleasant disk .


fn_spacy_tokens_for_baseline: No matter that the guest was reluctant and the other ladies felt aggrieved , the princess persisted in her attentions , perhaps all the more so because of that reluctance , which was new to her .

source_bert_toks: no matter that the guest was reluctant and the other ladies felt ag ##gr ##ie ##ved , the princess persisted in her attention ##s , perhaps all the more so because of that reluctance , which was new to her .

reference_raw: Irrespective of the guest's reluctance and the other ladies' resentment, the princess kept her attention, perhaps even more so, because of her reluctance, which was new to her.

reference_spacy_tokens: Irrespective of the guest 's reluctance and the other ladies ' resentment , the princess kept her attention , perhaps even more so , because of her reluctance , which was new to her .


fn_spacy_tokens_for_baseline: More disappointed than she was prepared to admit , Joan could not entirely conceal her chagrin .

source_bert_toks: more disappointed than she was prepared to admit , joan could not entirely conceal her cha ##grin .

reference_raw: Even more disappointed than she was willing to admit, Joan couldn't quite hide her smile.

reference_spacy_tokens: Even more disappointed than she was willing to admit , Joan could n't quite hide her smile .


fn_spacy_tokens_for_baseline: On the Outer Banks in North Carolina , for example , there are about 300 miles of sandy beaches .

source_bert_toks: on the outer banks in north carolina , for example , there are about 300 miles of sandy beaches .

reference_raw: For example, there are about 300 kilometers of sandy beaches on the Outer Banks of North Carolina.

reference_spacy_tokens: For example , there are about 300 kilometers of sandy beaches on the Outer Banks of North Carolina .


fn_spacy_tokens_for_baseline: With his conventional double - breasted suit , carefully cut to disguise a distinctly stocky figure , and his watchful courtesy he was in sharp contrast to Hutton 's hard - edged efficiency .

source_bert_toks: with his conventional double - breast ##ed suit , carefully cut to disguise a distinctly stock ##y figure , and his watch ##ful courtesy he was in sharp contrast to hutton ' s hard - edged efficiency .

reference_raw: He was in a sharp contrast to Hutton's hard-edged efficiency in his traditional double-breasted suit, carefully cut to disguise a distinctly sturdy figure, and his wary politeness.

reference_spacy_tokens: He was in a sharp contrast to Hutton 's hard - edged efficiency in his traditional double - breasted suit , carefully cut to disguise a distinctly sturdy figure , and his wary politeness .


fn_spacy_tokens_for_baseline: It adds a characteristic flavour to a range of savoury dishes , from pizza to pork chops .

source_bert_toks: it adds a characteristic flavour to a range of sa ##vo ##ury dishes , from pizza to pork chop ##s .

reference_raw: It adds a characteristic flavour to a range of tasteful meals, from pizza to pork chops.

reference_spacy_tokens: It adds a characteristic flavour to a range of tasteful meals , from pizza to pork chops .


fn_spacy_tokens_for_baseline: They crested a last hillock bathed in wintry sunlight and plunged into a tunnel of gloom .

source_bert_toks: they crested a last hill ##ock bathed in win ##try sunlight and plunged into a tunnel of gloom .

reference_raw: They crested the last hill, bathed in the winter sun, and plunged into a tunnel of darkness.

reference_spacy_tokens: They crested the last hill , bathed in the winter sun , and plunged into a tunnel of darkness .


fn_spacy_tokens_for_baseline: Such people should be diagnosed by experts and given appropriate treatment which will prevent them from re - offending ; if necessary they can be detained to incapacitate them in the meantime .

source_bert_toks: such people should be diagnosed by experts and given appropriate treatment which will prevent them from re - off ##ending ; if necessary they can be detained to inca ##pac ##itate them in the meantime .

reference_raw: These people should be diagnosed by specialists and treated appropriately to prevent them from being re-offended; if necessary, they may be detained in order to prevent them from being detained in the meantime.

reference_spacy_tokens: These people should be diagnosed by specialists and treated appropriately to prevent them from being re - offended ; if necessary , they may be detained in order to prevent them from being detained in the meantime .


fn_spacy_tokens_for_baseline: Mr John Richardson , a Whorlton farmer , employed consultant engineers to examine road access to Humbleton Camp after Teesdale councillors rejected his plans to build 73 holiday chalets there .

source_bert_toks: mr john richardson , a who ##rl ##ton farmer , employed consultant engineers to examine road access to humble ##ton camp after tee ##sdale councillors rejected his plans to build 73 holiday cha ##lets there .

reference_raw: Mr. John Richardson, a farmer from Whorlton, employed consultant engineers to examine the road access to Humbleton Camp after the Teesdale Councillors rejected his plan to build 73 holiday cottages there.

reference_spacy_tokens: Mr. John Richardson , a farmer from Whorlton , employed consultant engineers to examine the road access to Humbleton Camp after the Teesdale Councillors rejected his plan to build 73 holiday cottages there .


fn_spacy_tokens_for_baseline: California wildfire forces evacuation of thousands

source_bert_toks: california wild ##fire forces evacuation of thousands

reference_raw: Evacuating thousands of California wildfire troops


fn_spacy_tokens_for_baseline: Nevertheless , the Soviet Union violated the treaty by secretly operating a massive offensive BW program until it dissolved in 1991 .

source_bert_toks: nevertheless , the soviet union violated the treaty by secretly operating a massive offensive b ##w program until it dissolved in 1991 .

reference_raw: However, the Soviet Union violated the treaty by operating in secret a massive offensive BW program until it was dissolved in 1991.

reference_spacy_tokens: However , the Soviet Union violated the treaty by operating in secret a massive offensive BW program until it was dissolved in 1991 .


fn_spacy_tokens_for_baseline: ' To we four , here tonight , and to our eternal friendship ! '

source_bert_toks: ' to we four , here tonight , and to our eternal friendship ! '

reference_raw: "The four of us, here today, and our everlasting friendship!"

reference_spacy_tokens: " The four of us , here today , and our everlasting friendship ! "


fn_spacy_tokens_for_baseline: No wonder she was now inconsolable at the prospect of the child being returned to London .

source_bert_toks: no wonder she was now inc ##ons ##ola ##ble at the prospect of the child being returned to london .

reference_raw: No wonder she was irresistible now at the prospect of returning the child to London.

reference_spacy_tokens: No wonder she was irresistible now at the prospect of returning the child to London .


fn_spacy_tokens_for_baseline: Gabriel 's jaw dropped .

source_bert_toks: gabriel ' s jaw dropped .

reference_raw: Gabriel lowered his chin.

reference_spacy_tokens: Gabriel lowered his chin .


fn_spacy_tokens_for_baseline: ' The appeal of Caran d'Ache Neocolor II lies for me in combining the exciting possibilities of using the crayons dry as a direct drawing method , or as a painting medium , when they can be dipped into water , finely sprayed for a diffused image , or washed over with a brush -- releasing a full flow of colour and texture . "

source_bert_toks: ' the appeal of cara ##n d ' ache neo ##color ii lies for me in combining the exciting possibilities of using the cr ##ayo ##ns dry as a direct drawing method , or as a painting medium , when they can be dipped into water , finely sprayed for a diffuse ##d image , or washed over with a brush - - releasing a full flow of colour and texture . "

reference_raw: 'The appeal of Caran d'Ache Neocolor II lies in the combination of the exciting possibilities of using crayons dry as a direct drawing method, or as a painting medium, where they can be submerged in water, gently sprayed for a diffused image, or washed with a brush, releasing a full flow of color and texture.'

reference_spacy_tokens: ' The appeal of Caran d'Ache Neocolor II lies in the combination of the exciting possibilities of using crayons dry as a direct drawing method , or as a painting medium , where they can be submerged in water , gently sprayed for a diffused image , or washed with a brush , releasing a full flow of color and texture . '


fn_spacy_tokens_for_baseline: This will help the adhesion of the gum strip to the paper fibres , so eliminating later buckling .

source_bert_toks: this will help the ad ##hesion of the gum strip to the paper fibre ##s , so eliminating later buck ##ling .

reference_raw: This helps to adhesive the rubber band to the paper fibres, thereby eliminating later buckling.

reference_spacy_tokens: This helps to adhesive the rubber band to the paper fibres , thereby eliminating later buckling .


fn_spacy_tokens_for_baseline: He moved towards the lift and then turned back and said , ' Oh , by the way .

source_bert_toks: he moved towards the lift and then turned back and said , ' oh , by the way .

reference_raw: He walked to the elevator, then turned around and said, "By the way.

reference_spacy_tokens: He walked to the elevator , then turned around and said , " By the way .


fn_spacy_tokens_for_baseline: The courts developed techniques to limit the effects of exclusion clauses , including the interpretation of an ambiguous clause to the disadvantage of the party seeking to rely on it .

source_bert_toks: the courts developed techniques to limit the effects of exclusion clauses , including the interpretation of an ambiguous clause to the disadvantage of the party seeking to rely on it .

reference_raw: The courts have developed techniques to limit the effects of the exclusion clauses, including the interpretation of the ambiguity clause to the detriment of the party seeking to rely on it.

reference_spacy_tokens: The courts have developed techniques to limit the effects of the exclusion clauses , including the interpretation of the ambiguity clause to the detriment of the party seeking to rely on it .


fn_spacy_tokens_for_baseline: She threw back her head , and yelled for Jerry .

source_bert_toks: she threw back her head , and yelled for jerry .

reference_raw: She tossed her head back and shouted at Jerry.

reference_spacy_tokens: She tossed her head back and shouted at Jerry .


fn_spacy_tokens_for_baseline: The brands on buffaloes were difficult to read after a couple of years , and thieves were ingenious at altering them .

source_bert_toks: the brands on buffalo ##es were difficult to read after a couple of years , and thieves were ing ##eni ##ous at altering them .

reference_raw: After a few years, the brands of buffaloes were hard to read, and the thieves were brilliant at changing them.

reference_spacy_tokens: After a few years , the brands of buffaloes were hard to read , and the thieves were brilliant at changing them .