fn_spacy_tokens_for_baseline: The existence of metal vases and bowls can be inferred from pottery objects which imitate metal models , sometimes even to the extent of having fake rivets and fake chain - links added .

source_bert_toks: the existence of metal vase ##s and bowls can be in ##fer ##red from pottery objects which im ##itate metal models , sometimes even to the extent of having fake ri ##vet ##s and fake chain - links added .

reference_raw: The existence of metal vases and bowls can be inferred from ceramic objects that mimic metal models, sometimes even to the extent that false rivets and false chains have been added.

reference_spacy_tokens: The existence of metal vases and bowls can be inferred from ceramic objects that mimic metal models , sometimes even to the extent that false rivets and false chains have been added .


fn_spacy_tokens_for_baseline: Those who did n't escape were executed or sold into slavery .

source_bert_toks: those who didn ' t escape were executed or sold into slavery .

reference_raw: Those who did not flee were executed or sold into slavery.

reference_spacy_tokens: Those who did not flee were executed or sold into slavery .


fn_spacy_tokens_for_baseline: Marcus handed her a goblet of scotch and Ted another pint .

source_bert_toks: marcus handed her a go ##ble ##t of scotch and ted another pin ##t .

reference_raw: Marcus handed her a glass of Scotch and Ted another beer.

reference_spacy_tokens: Marcus handed her a glass of Scotch and Ted another beer .


fn_spacy_tokens_for_baseline: It is a versatile resort offering everything needed for a relaxing sun and sea holiday , but it is also surrounded by much waiting to be explored .

source_bert_toks: it is a versatile resort offering everything needed for a relaxing sun and sea holiday , but it is also surrounded by much waiting to be explored .

reference_raw: It is a universal resort that offers all that is necessary for the rest of the sun and the holidays of the sea, but it is also surrounded by a great deal of waiting to be explored.

reference_spacy_tokens: It is a universal resort that offers all that is necessary for the rest of the sun and the holidays of the sea , but it is also surrounded by a great deal of waiting to be explored .


fn_spacy_tokens_for_baseline: A dispute over the Army 's seizure of a mobile radio unit increased tension between the government and the military during November , leading to a minor government reshuffle .

source_bert_toks: a dispute over the army ' s seizure of a mobile radio unit increased tension between the government and the military during november , leading to a minor government res ##hu ##ffle .

reference_raw: The dispute over the military's capture of the mobile radio unit increased the tension between the government and the military in November, leading to a minor reshuffle of the government.

reference_spacy_tokens: The dispute over the military 's capture of the mobile radio unit increased the tension between the government and the military in November , leading to a minor reshuffle of the government .


fn_spacy_tokens_for_baseline: Feargal was there before her , and she halted for a moment to watch him .

source_bert_toks: fear ##gal was there before her , and she halted for a moment to watch him .

reference_raw: Feargal was in front of her, and she stopped for a moment to look at him.

reference_spacy_tokens: Feargal was in front of her , and she stopped for a moment to look at him .


fn_spacy_tokens_for_baseline: Armies so non - national and drawn so largely from the lowest strata of the social pyramid were prone to lose men by desertion .

source_bert_toks: armies so non - national and drawn so largely from the lowest strata of the social pyramid were prone to lose men by desert ##ion .

reference_raw: So foreign, and so much drawn from the lowest layer of the Social Pyramid, armies tended to lose people by deserting.

reference_spacy_tokens: So foreign , and so much drawn from the lowest layer of the Social Pyramid , armies tended to lose people by deserting .


fn_spacy_tokens_for_baseline: I well recollect that night at Doune . '

source_bert_toks: i well rec ##oll ##ect that night at do ##une . '

reference_raw: I remember well that night in Doune.'

reference_spacy_tokens: I remember well that night in Doune . '


fn_spacy_tokens_for_baseline: With her mass of dark hair , her so - called classical features , and a slender body , she might have been a Klimt model clad in sober woollies instead of erotic raiment .

source_bert_toks: with her mass of dark hair , her so - called classical features , and a slender body , she might have been a k ##lim ##t model clad in sober wool ##lies instead of erotic rai ##ment .

reference_raw: With a mass of dark hair, so-called classic features, and a slender body, she could have been a Klimt model dressed in sober wool instead of erotic rain.

reference_spacy_tokens: With a mass of dark hair , so - called classic features , and a slender body , she could have been a Klimt model dressed in sober wool instead of erotic rain .


fn_spacy_tokens_for_baseline: He noticed Willie looking at the black box on the stool .

source_bert_toks: he noticed willie looking at the black box on the stool .

reference_raw: He saw Willie staring at the black crate on the chair.

reference_spacy_tokens: He saw Willie staring at the black crate on the chair .


fn_spacy_tokens_for_baseline: ' When I see the old truck you drive , I 'll give it a slap , ' the little blond boy on my right said to his father , slapping him heartily in demonstration .

source_bert_toks: ' when i see the old truck you drive , i ' ll give it a slap , ' the little blond boy on my right said to his father , slapping him heart ##ily in demonstration .

reference_raw: "I'll slap him when I see that old truck you're driving," the blonde boy to my right told his father, patting him heartily in a demonstration.

reference_spacy_tokens: " I 'll slap him when I see that old truck you 're driving , " the blonde boy to my right told his father , patting him heartily in a demonstration .


fn_spacy_tokens_for_baseline: We , on the other hand , suffer no delusions as to the catastrophic consequences of failing to address the crisis of the car .

source_bert_toks: we , on the other hand , suffer no del ##usions as to the catastrophic consequences of failing to address the crisis of the car .

reference_raw: On the other hand, we have no illusions about the disastrous consequences of failing to deal with the car crisis.

reference_spacy_tokens: On the other hand , we have no illusions about the disastrous consequences of failing to deal with the car crisis .


fn_spacy_tokens_for_baseline: Those who had fought together for the overthrow of Charles I , now bickered amongst themselves .

source_bert_toks: those who had fought together for the overthrow of charles i , now bi ##cker ##ed amongst themselves .

reference_raw: Those who fought together to overthrow Charles I were arguing with each other now.

reference_spacy_tokens: Those who fought together to overthrow Charles I were arguing with each other now .


fn_spacy_tokens_for_baseline: Proofread your work and correct any errors you find .

source_bert_toks: proof ##rea ##d your work and correct any errors you find .

reference_raw: Proof your work and correct any errors you find.

reference_spacy_tokens: Proof your work and correct any errors you find .


fn_spacy_tokens_for_baseline: Mr Graham , 57 , took early retirement after clashing with then Education Secretary Kenneth Clarke .

source_bert_toks: mr graham , 57 , took early retirement after clash ##ing with then education secretary kenneth clarke .

reference_raw: Mr. Graham, 57, retired early after a confrontation with then Minister of Education, Kenneth Clarke.

reference_spacy_tokens: Mr. Graham , 57 , retired early after a confrontation with then Minister of Education , Kenneth Clarke .


fn_spacy_tokens_for_baseline: Timothy McVeigh , who perpetrated the April 1995 bombing of the federal building in Oklahoma City , was not a member of a Patriot organization but identified strongly with the anti - government community of belief .

source_bert_toks: timothy mc ##ve ##igh , who per ##pet ##rated the april 1995 bombing of the federal building in oklahoma city , was not a member of a patriot organization but identified strongly with the anti - government community of belief .

reference_raw: Timothy McVeigh, who committed the bombing of a federal facility in Oklahoma City in April 1995, was not a member of a patriotic organization, but strongly identified with the anti-governmental community of faith.

reference_spacy_tokens: Timothy McVeigh , who committed the bombing of a federal facility in Oklahoma City in April 1995 , was not a member of a patriotic organization , but strongly identified with the anti - governmental community of faith .


fn_spacy_tokens_for_baseline: Jose Weibel , Ricardo 's brother , was snatched off a bus in broad daylight while travelling with his family .

source_bert_toks: jose wei ##bel , ricardo ' s brother , was snatched off a bus in broad daylight while travelling with his family .

reference_raw: José Weibel, Ricardo's brother, was taken from the bus in broad daylight while traveling with his family.

reference_spacy_tokens: Jose Weibel , Ricardo 's brother , was taken from the bus in broad daylight while traveling with his family .


fn_spacy_tokens_for_baseline: The Government have used the guillotine in a way that no other Government have -- with alarming frequency and absolute severity .

source_bert_toks: the government have used the gui ##llo ##tine in a way that no other government have - - with alarm ##ing frequency and absolute severity .

reference_raw: The government used the guillotine in a way that no other government had - with disturbing frequency and absolute gravity.

reference_spacy_tokens: The government used the guillotine in a way that no other government had - with disturbing frequency and absolute gravity .


fn_spacy_tokens_for_baseline: Avoid quiches , pasties and meat pies , but do n't be shy of the ubiquitous baked potato .

source_bert_toks: avoid qui ##ches , past ##ies and meat pie ##s , but don ' t be shy of the ubiquitous baked potato .

reference_raw: Avoid quiches, pastries, and meat pies, but do not be ashamed of the ubiquitous baked potato.

reference_spacy_tokens: Avoid quiches , pastries , and meat pies , but do not be ashamed of the ubiquitous baked potato .


fn_spacy_tokens_for_baseline: He used to play baseball and he wears a white baseball cap that one day may become as famous as Pat Cash 's chequered headbands .

source_bert_toks: he used to play baseball and he wears a white baseball cap that one day may become as famous as pat cash ' s che ##que ##red head ##band ##s .

reference_raw: He played baseball and wore a white baseball cap, which one day might be as famous as Pat Cash's checked hats.

reference_spacy_tokens: He played baseball and wore a white baseball cap , which one day might be as famous as Pat Cash 's checked hats .


fn_spacy_tokens_for_baseline: For one thing , the clear weather had given way to a furious downpour of rain .

source_bert_toks: for one thing , the clear weather had given way to a furious down ##pour of rain .

reference_raw: First of all, the clear weather gave way to a fierce rainstorm.

reference_spacy_tokens: First of all , the clear weather gave way to a fierce rainstorm .


fn_spacy_tokens_for_baseline: St Ives 's leg was fractured in two places .

source_bert_toks: st ives ' s leg was fractured in two places .

reference_raw: St. Ives' leg was broken in two places.

reference_spacy_tokens: St. Ives ' leg was broken in two places .


fn_spacy_tokens_for_baseline: His daughter Minnie marries his assistant Joram , whom he takes into partnership , and Omer is a devoted grandfather to their children , Joe and Minnie .

source_bert_toks: his daughter minnie marries his assistant jo ##ram , whom he takes into partnership , and om ##er is a devoted grandfather to their children , joe and minnie .

reference_raw: His daughter Minnie is married to his assistant, Joram, who is a partner, and Omer is a devoted grandpa to their children, Joe and Minnie.

reference_spacy_tokens: His daughter Minnie is married to his assistant , Joram , who is a partner , and Omer is a devoted grandpa to their children , Joe and Minnie .


fn_spacy_tokens_for_baseline: Jacob waved them into silence .

source_bert_toks: jacob waved them into silence .

reference_raw: Jacob motioned them to silence.

reference_spacy_tokens: Jacob motioned them to silence .


fn_spacy_tokens_for_baseline: Another option that has been suggested is differential payment scales depending on whether or not a technology such as computerized physician order entry is in use or not , which has been recommended by the Medicare Patient Advisory Commission [ 49]. Examples of the type of financial incentives already in play that could provide good starts include legislation already under consideration by Congress .

source_bert_toks: another option that has been suggested is differential payment scales depending on whether or not a technology such as computer ##ized physician order entry is in use or not , which has been recommended by the medicare patient advisory commission [ 49 ] . examples of the type of financial incentives already in play that could provide good starts include legislation already under consideration by congress .

reference_raw: Another option proposed is the differentiation of payment scales according to whether or not a technology such as computerized medical order entry is being used or not, as suggested by the Medical Patient Advisory Committee [49]. Examples of the type of financial incentives already in play that could provide a good start include legislation that has already been considered by Congress.

reference_spacy_tokens: Another option proposed is the differentiation of payment scales according to whether or not a technology such as computerized medical order entry is being used or not , as suggested by the Medical Patient Advisory Committee [ 49]. Examples of the type of financial incentives already in play that could provide a good start include legislation that has already been considered by Congress .


fn_spacy_tokens_for_baseline: Carrie knew that although he was soothed , as she was , by the sound of Hepzibah 's voice , he was not really listening .

source_bert_toks: carrie knew that although he was soothe ##d , as she was , by the sound of he ##p ##zi ##bah ' s voice , he was not really listening .

reference_raw: Carrie knew that though the sound of Hepzibah's voice reassured him, he didn't really listen.

reference_spacy_tokens: Carrie knew that though the sound of Hepzibah 's voice reassured him , he did n't really listen .


fn_spacy_tokens_for_baseline: A small retaining wage was meant to be augmented by payment for each execution and whipping , but Brunskill was in office at an unprofitable time for hangmen .

source_bert_toks: a small retaining wage was meant to be augmented by payment for each execution and whipping , but br ##un ##ski ##ll was in office at an un ##pro ##fi ##table time for hang ##men .

reference_raw: A small retainer's salary should have been increased by payment for each execution and whipping, but Brunskill was in office at an unprofitable time.

reference_spacy_tokens: A small retainer 's salary should have been increased by payment for each execution and whipping , but Brunskill was in office at an unprofitable time .


fn_spacy_tokens_for_baseline: That 's because Iceland has an incredibly homogenous population , further ' culled ' by a plague and a natural disaster , and keeps excellent medical records ( including a tissue sample from every autopsy conducted in the country since the 1930 s ) .

source_bert_toks: that ' s because iceland has an incredibly homo ##gen ##ous population , further ' cu ##lled ' by a plague and a natural disaster , and keeps excellent medical records ( including a tissue sample from every autopsy conducted in the country since the 1930 s ) .

reference_raw: This is because Iceland has an unbelievably homogenous population, which is further killed by a plague and a natural disaster, and maintains excellent medical files (including tissue samples from every autopsy performed in the country since the 1930s).

reference_spacy_tokens: This is because Iceland has an unbelievably homogenous population , which is further killed by a plague and a natural disaster , and maintains excellent medical files ( including tissue samples from every autopsy performed in the country since the 1930s ) .


fn_spacy_tokens_for_baseline: A man who loved children , or anyway , was interested in them , but had none himself .

source_bert_toks: a man who loved children , or anyway , was interested in them , but had none himself .

reference_raw: A man who loved children, or at least cared about them, but didn't have one himself.

reference_spacy_tokens: A man who loved children , or at least cared about them , but did n't have one himself .


fn_spacy_tokens_for_baseline: But the first time the breadhead says it , you expect the worst : he 'll ask you to thieve , to sell your body , to start a life of crime .

source_bert_toks: but the first time the bread ##head says it , you expect the worst : he ' ll ask you to th ##ie ##ve , to sell your body , to start a life of crime .

reference_raw: But when the breadhead says it for the first time, you expect the worst: he'll ask you to steal, sell your body, start a life of crime.

reference_spacy_tokens: But when the breadhead says it for the first time , you expect the worst : he 'll ask you to steal , sell your body , start a life of crime .


fn_spacy_tokens_for_baseline: As these components developed over the years , they would actually consist of a series of concurrent programs pursued semi - independently by the Air Force , DIO , and the IRGC Construction Jihad .

source_bert_toks: as these components developed over the years , they would actually consist of a series of concurrent programs pursued semi - independently by the air force , di ##o , and the ir ##gc construction jihad .

reference_raw: Since these components have evolved over the years, they will in fact consist of a series of parallel programmes pursued half-independently by the Air Force, the DIO, and the IRGC Construction Jihad.

reference_spacy_tokens: Since these components have evolved over the years , they will in fact consist of a series of parallel programmes pursued half - independently by the Air Force , the DIO , and the IRGC Construction Jihad .


fn_spacy_tokens_for_baseline: Hitchhiking across Czechoslovakia during a snowstorm , wearing a hot pink Luhta skisuit , has to be one of the memories that will remain with me forever .

source_bert_toks: hitch ##hi ##king across czechoslovakia during a snow ##storm , wearing a hot pink lu ##hta ski ##suit , has to be one of the memories that will remain with me forever .

reference_raw: Hiking through Czechoslovakia in a snowstorm, wearing a hot pink Luhta skisuit, must be one of the memories I'll remember forever.

reference_spacy_tokens: Hiking through Czechoslovakia in a snowstorm , wearing a hot pink Luhta skisuit , must be one of the memories I 'll remember forever .


fn_spacy_tokens_for_baseline: Renee shot a disapproving glance at Knocker and began preparing her drink .

source_bert_toks: renee shot a di ##sa ##pp ##roving glance at knock ##er and began preparing her drink .

reference_raw: Renee gave Knocker a look of disapproval and began to prepare her drink.

reference_spacy_tokens: Renee gave Knocker a look of disapproval and began to prepare her drink .


fn_spacy_tokens_for_baseline: Cover the containers with the muslin making certain that there are no small crevices through which the beetles could escape .

source_bert_toks: cover the containers with the mu ##slin making certain that there are no small cr ##evic ##es through which the beetles could escape .

reference_raw: Cover the barrels with the muslin to make sure there are no small cracks through which the bugs can escape.

reference_spacy_tokens: Cover the barrels with the muslin to make sure there are no small cracks through which the bugs can escape .


fn_spacy_tokens_for_baseline: The college 's 1000 students were forced to take shelter in the gymnasium .

source_bert_toks: the college ' s 1000 students were forced to take shelter in the gymnasium .

reference_raw: Thousands of students at the university had to hide in the gym.

reference_spacy_tokens: Thousands of students at the university had to hide in the gym .


fn_spacy_tokens_for_baseline: WHAT IS it about Frank Oz that leads him constantly to make so - so films with fabulous trailers ?

source_bert_toks: what is it about frank oz that leads him constantly to make so - so films with fabulous trailers ?

reference_raw: What is it about Frank Oz that keeps him making so-called movies with fabulous trailers?

reference_spacy_tokens: What is it about Frank Oz that keeps him making so - called movies with fabulous trailers ?


fn_spacy_tokens_for_baseline: Corals which are collected by taking a reasonable amount of rock with them have a much better chance of being undamaged than those which are prised off the substrate .

source_bert_toks: coral ##s which are collected by taking a reasonable amount of rock with them have a much better chance of being und ##ama ##ged than those which are pri ##sed off the substrate .

reference_raw: Corals collected by taking a reasonable amount of rock with them are much more likely to be undamaged than those extracted from the substrate.

reference_spacy_tokens: Corals collected by taking a reasonable amount of rock with them are much more likely to be undamaged than those extracted from the substrate .


fn_spacy_tokens_for_baseline: They meet at McDiarmid Park in what promises to be a most enthralling encounter .

source_bert_toks: they meet at mc ##dia ##rmi ##d park in what promises to be a most en ##th ##ral ##ling encounter .

reference_raw: They meet in McDiarmid Park, which promises to be the most fascinating meeting.

reference_spacy_tokens: They meet in McDiarmid Park , which promises to be the most fascinating meeting .


fn_spacy_tokens_for_baseline: Four months later the Tories see it as an unqualified success , propelling the man who presided over it , Mr Michael Howard , into the political big league .

source_bert_toks: four months later the tori ##es see it as an un ##qual ##ified success , prop ##elling the man who presided over it , mr michael howard , into the political big league .

reference_raw: Four months later, the Tories see this as an unqualified success, pushing the man who chaired it, Mr. Michael Howard, into the political big leagues.

reference_spacy_tokens: Four months later , the Tories see this as an unqualified success , pushing the man who chaired it , Mr. Michael Howard , into the political big leagues .


fn_spacy_tokens_for_baseline: Barry won the wave ski section despite thick fog .

source_bert_toks: barry won the wave ski section despite thick fog .

reference_raw: In spite of the fog, Barry won the wave ski section.

reference_spacy_tokens: In spite of the fog , Barry won the wave ski section .


fn_spacy_tokens_for_baseline: Unscrupulous sellers could counterfeit virtually anything , and in many cases the fakes could be dangerous , said the Institute of Trading Standards Administration .

source_bert_toks: un ##sc ##rup ##ulous sellers could counter ##feit virtually anything , and in many cases the fake ##s could be dangerous , said the institute of trading standards administration .

reference_raw: Unscrupulous sellers can forge almost anything, and in many cases fakes can be dangerous, said the Bureau of Trade Standards.

reference_spacy_tokens: Unscrupulous sellers can forge almost anything , and in many cases fakes can be dangerous , said the Bureau of Trade Standards .


fn_spacy_tokens_for_baseline: Clearly , this is a programme which could command considerable support , but its development has been impeded by several problems .

source_bert_toks: clearly , this is a programme which could command considerable support , but its development has been imp ##eded by several problems .

reference_raw: It is clear that it is a programme that can lead to significant support, but its development is hampered by a number of problems.

reference_spacy_tokens: It is clear that it is a programme that can lead to significant support , but its development is hampered by a number of problems .


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 sought in this enterprise.

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


fn_spacy_tokens_for_baseline: Take her latest bulletin on whether she intends to retire , issued from Japan , where she is playing in the Federation Cup .

source_bert_toks: take her latest bulletin on whether she intends to retire , issued from japan , where she is playing in the federation cup .

reference_raw: Take her last report on whether she wants to retire, issued from Japan, where she plays in the Federation Cup.

reference_spacy_tokens: Take her last report on whether she wants to retire , issued from Japan , where she plays in the Federation Cup .


fn_spacy_tokens_for_baseline: Aspects of democracy survived in India , even under the quasi - dynastic rule of the Gandhi family , and in 1986 the Philippine people ousted the veteran dictator , Ferdinand Marcos , and reverted to democracy .

source_bert_toks: aspects of democracy survived in india , even under the quasi - d ##yna ##stic rule of the gandhi family , and in 1986 the philippine people ousted the veteran dictator , ferdinand marcos , and reverted to democracy .

reference_raw: Aspects of democracy survived in India, even under the quasi-dynastic rule of the Gandhi family, and in 1986 the Philippines people expelled the veteran dictator Ferdinand Marcos and returned to democracy.

reference_spacy_tokens: Aspects of democracy survived in India , even under the quasi - dynastic rule of the Gandhi family , and in 1986 the Philippines people expelled the veteran dictator Ferdinand Marcos and returned to democracy .


fn_spacy_tokens_for_baseline: When Mike Gatting pulled out with stomach trouble , England brought in not their other specialist batsman -- Michael Atherton -- but deputy keeper Richard Blakey .

source_bert_toks: when mike ga ##tting pulled out with stomach trouble , england brought in not their other specialist batsman - - michael at ##herton - - but deputy keeper richard blake ##y .

reference_raw: When Mike Gatting got out with stomach problems, England didn't bring in another specialist batman, Michael Atherton, but Deputy Guardian Richard Blakey.

reference_spacy_tokens: When Mike Gatting got out with stomach problems , England did n't bring in another specialist batman , Michael Atherton , but Deputy Guardian Richard Blakey .


fn_spacy_tokens_for_baseline: In 1926 he built studios at Elstree and made his first tentative move into production with The Woman Tempted .

source_bert_toks: in 1926 he built studios at el ##st ##ree and made his first tentative move into production with the woman tempted .

reference_raw: In 1926, he set up studios in Elstree and made his first hesitant move to the production of the Woman Tempted.

reference_spacy_tokens: In 1926 , he set up studios in Elstree and made his first hesitant move to the production of the Woman Tempted .


fn_spacy_tokens_for_baseline: The slower pace bored and irritated them so much that they longed to go back and their parents were almost glad to see them off .

source_bert_toks: the slower pace bored and irritated them so much that they longed to go back and their parents were almost glad to see them off .

reference_raw: The slower pace bored them and annoyed them so much that they longed to return, and their parents were almost happy to see them off.

reference_spacy_tokens: The slower pace bored them and annoyed them so much that they longed to return , and their parents were almost happy to see them off .


fn_spacy_tokens_for_baseline: After five years of easy credit , the Fed has reversed course , leaving no doubt about its commitment to fighting inflation in an economy that has finally started to gain momentum .

source_bert_toks: after five years of easy credit , the fed has reversed course , leaving no doubt about its commitment to fighting inflation in an economy that has finally started to gain momentum .

reference_raw: After five years of easy credit, the Fed has reversed its course, leaving no question of its commitment to combat inflation in an economy that has finally begun to gain momentum.

reference_spacy_tokens: After five years of easy credit , the Fed has reversed its course , leaving no question of its commitment to combat inflation in an economy that has finally begun to gain momentum .


fn_spacy_tokens_for_baseline: He looked like a man who needed a quiet evening , an easy chair , a drink , and soothing music unlike the vibrant strains of the rock number that reached them .

source_bert_toks: he looked like a man who needed a quiet evening , an easy chair , a drink , and soothing music unlike the vibrant strains of the rock number that reached them .

reference_raw: He looked like a man who needed a quiet evening, a quiet chair, a drink, and comforting music, unlike the vibrant strains of the stone number that had reached them.

reference_spacy_tokens: He looked like a man who needed a quiet evening , a quiet chair , a drink , and comforting music , unlike the vibrant strains of the stone number that had reached them .


fn_spacy_tokens_for_baseline: It 's long been a custom to knock farmers and the high subsidies that many of them receive .

source_bert_toks: it ' s long been a custom to knock farmers and the high subsidies that many of them receive .

reference_raw: A long time ago, it was a habit to knock down farmers and the high subsidies that many of them received.

reference_spacy_tokens: A long time ago , it was a habit to knock down farmers and the high subsidies that many of them received .


fn_spacy_tokens_for_baseline: If necessary you should add any comments regarding the running of the procedure in the space provided on the NEWOED1 form .

source_bert_toks: if necessary you should add any comments regarding the running of the procedure in the space provided on the new ##oed ##1 form .

reference_raw: If necessary, you should add any observations on the operation of the procedure to the space provided on the NEWOED1 form.

reference_spacy_tokens: If necessary , you should add any observations on the operation of the procedure to the space provided on the NEWOED1 form .


fn_spacy_tokens_for_baseline: ' Does that mean that every jogger must be a handbag snatcher , as well ? '

source_bert_toks: ' does that mean that every jo ##gger must be a hand ##bag snatch ##er , as well ? '

reference_raw: "Does that mean every runner has to be a purse thief, too?"

reference_spacy_tokens: " Does that mean every runner has to be a purse thief , too ? "


fn_spacy_tokens_for_baseline: A hatchback is where it all comes up and it all swings up , the whole back swings up does n't it ?

source_bert_toks: a hatch ##back is where it all comes up and it all swings up , the whole back swings up doesn ' t it ?

reference_raw: The hatchback is where everything goes up and everything goes up, the whole back rolls up, doesn't it?

reference_spacy_tokens: The hatchback is where everything goes up and everything goes up , the whole back rolls up , does n't it ?


fn_spacy_tokens_for_baseline: One was to Germany to film a documentary on the wretched William Joyce , nicknamed Lord Haw - Haw , whose wartime broadcasts from Berlin had led to his trial and execution for treason after the war .

source_bert_toks: one was to germany to film a documentary on the wr ##etched william joyce , nicknamed lord ha ##w - ha ##w , whose wartime broadcasts from berlin had led to his trial and execution for treason after the war .

reference_raw: One of them was for Germany to film a documentary about poor William Joyce, known as Lord Haw-Haw, whose wartime broadcasts from Berlin led to his trial and execution for betrayal after the war.

reference_spacy_tokens: One of them was for Germany to film a documentary about poor William Joyce , known as Lord Haw - Haw , whose wartime broadcasts from Berlin led to his trial and execution for betrayal after the war .


fn_spacy_tokens_for_baseline: In New York they were called an hour before the show opened , and once they had done their face make - up , they only had to put on tights rather than spend a long time carefully using wet white , which gave them longer to gossip .

source_bert_toks: in new york they were called an hour before the show opened , and once they had done their face make - up , they only had to put on tight ##s rather than spend a long time carefully using wet white , which gave them longer to gossip .

reference_raw: In New York, they'd been called an hour before the show opened, and once they'd made up their faces, they'd had to wear stockings instead of spending a long time carefully using wet white, which would give them more time to gossip.

reference_spacy_tokens: In New York , they 'd been called an hour before the show opened , and once they 'd made up their faces , they 'd had to wear stockings instead of spending a long time carefully using wet white , which would give them more time to gossip .


fn_spacy_tokens_for_baseline: Another portrayed the Infant Jesus smiling , arms outstretched , in the manger at Bethlehem where Christ 's mother stood in a dress of gold and a mantle of deep sky blue .

source_bert_toks: another portrayed the infant jesus smiling , arms outstretched , in the man ##ger at bethlehem where christ ' s mother stood in a dress of gold and a mantle of deep sky blue .

reference_raw: Another depicted the infant Jesus, smiling with his arms outstretched, in the manger at Bethlehem, where Christ's mother stood in a gown of gold and a cloak of deep sky blue.

reference_spacy_tokens: Another depicted the infant Jesus , smiling with his arms outstretched , in the manger at Bethlehem , where Christ 's mother stood in a gown of gold and a cloak of deep sky blue .


fn_spacy_tokens_for_baseline: Such a violation would have occurred if Iran introduced nuclear material into the facility to test it , without informing the IAEA .

source_bert_toks: such a violation would have occurred if iran introduced nuclear material into the facility to test it , without informing the ia ##ea .

reference_raw: Such a breach would occur if Iran introduced nuclear material into the facility to test it without notifying the IAEA.

reference_spacy_tokens: Such a breach would occur if Iran introduced nuclear material into the facility to test it without notifying the IAEA .


fn_spacy_tokens_for_baseline: Attempts to protect the American economy by raising tariff rates , as in the Hawley - Smoot tariff of 1930 , led only to retaliation by other countries against American goods .

source_bert_toks: attempts to protect the american economy by raising tariff rates , as in the ha ##wley - sm ##oot tariff of 1930 , led only to retaliation by other countries against american goods .

reference_raw: Attempts to protect the US economy by raising tariffs, as in the 1930 Hawley-Smoot tariff, led only to retaliatory action by other countries against American goods.

reference_spacy_tokens: Attempts to protect the US economy by raising tariffs , as in the 1930 Hawley - Smoot tariff , led only to retaliatory action by other countries against American goods .


fn_spacy_tokens_for_baseline: Organised resistance to William in Scotland ceased , though the last clans did not formally submit for another 18 months .

source_bert_toks: organised resistance to william in scotland ceased , though the last clans did not formally submit for another 18 months .

reference_raw: The organized resistance to William in Scotland had ceased, although the last clans had not formally surrendered for the next eighteen months.

reference_spacy_tokens: The organized resistance to William in Scotland had ceased , although the last clans had not formally surrendered for the next eighteen months .


fn_spacy_tokens_for_baseline: All paradigms will be inadequate to some extent as far as their match with nature is concerned .

source_bert_toks: all paradigm ##s will be inadequate to some extent as far as their match with nature is concerned .

reference_raw: All paradigms will, to a certain extent, be unsatisfactory in relation to nature.

reference_spacy_tokens: All paradigms will , to a certain extent , be unsatisfactory in relation to nature .


fn_spacy_tokens_for_baseline: Lieutenant Khaled Islambouli was the leader of the group of soldiers who assassinated Egyptian President Anwar Sadat during a military parade in Cairo in 1981 .

source_bert_toks: lieutenant k ##hale ##d islam ##bo ##uli was the leader of the group of soldiers who assassinated egyptian president anwar sad ##at during a military parade in cairo in 1981 .

reference_raw: Lieutenant Khaled Islambouli was the leader of a group of soldiers who murdered Egyptian President Anwar Sadat during a military parade in Cairo in 1981.

reference_spacy_tokens: Lieutenant Khaled Islambouli was the leader of a group of soldiers who murdered Egyptian President Anwar Sadat during a military parade in Cairo in 1981 .


fn_spacy_tokens_for_baseline: She was dressed in tight jeans and a loose white pullover .

source_bert_toks: she was dressed in tight jeans and a loose white pull ##over .

reference_raw: She was dressed in tight jeans and a loose white pull-over.

reference_spacy_tokens: She was dressed in tight jeans and a loose white pull - over .


fn_spacy_tokens_for_baseline: Tock grumbled something about them being useful if you were lost , then fell silent .

source_bert_toks: to ##ck grumbled something about them being useful if you were lost , then fell silent .

reference_raw: Tock muttered something about how useful they would be if you were lost, and then stopped.

reference_spacy_tokens: Tock muttered something about how useful they would be if you were lost , and then stopped .


fn_spacy_tokens_for_baseline: After all , as scrupulous followers of the Talmud , dishonesty and corruption were abhorred .

source_bert_toks: after all , as sc ##rup ##ulous followers of the talmud , dish ##ones ##ty and corruption were ab ##hor ##red .

reference_raw: After all, as scrupulous followers of the Talmud, dishonesty and corruption were repulsed.

reference_spacy_tokens: After all , as scrupulous followers of the Talmud , dishonesty and corruption were repulsed .


fn_spacy_tokens_for_baseline: De Niro 's directorial debut , Tales Of The Bronx , is schedule for early 1991 , but the first film his company has planned is a comedy in which he will co - star with Danny De Vito .

source_bert_toks: de ni ##ro ' s directorial debut , tales of the bronx , is schedule for early 1991 , but the first film his company has planned is a comedy in which he will co - star with danny de vito .

reference_raw: The directorial debut of De Niro, Tales of the Bronx, is scheduled for the beginning of 1991, but the first film his company is planning is a comedy to star with Danny De Vito.

reference_spacy_tokens: The directorial debut of De Niro , Tales of the Bronx , is scheduled for the beginning of 1991 , but the first film his company is planning is a comedy to star with Danny De Vito .


fn_spacy_tokens_for_baseline: Studies conducted by the National Institute for Economic and Social Research , with which the Council has been associated , have shown that international productivity comparisons of like facilities show disturbing disparities .

source_bert_toks: studies conducted by the national institute for economic and social research , with which the council has been associated , have shown that international productivity comparisons of like facilities show disturbing di ##spar ##ities .

reference_raw: Studies carried out by the National Institute for Economic and Social Research, with which the Council is affiliated, show that international productivity comparisons of similar facilities show disturbing differences.

reference_spacy_tokens: Studies carried out by the National Institute for Economic and Social Research , with which the Council is affiliated , show that international productivity comparisons of similar facilities show disturbing differences .


fn_spacy_tokens_for_baseline: Faced with probability of sanctions and international isolation in case of noncompliance with the IAEA 's demands , Iran announced on 21 October 2003 that it will cooperate with the IAEA with full transparency and disclosure , sign the Additional Protocol and commence its ratification procedures , and suspend all enrichment and reprocessing activities , albeit for an " interim period . "

source_bert_toks: faced with probability of sanctions and international isolation in case of non ##com ##pl ##iance with the ia ##ea ' s demands , iran announced on 21 october 2003 that it will cooperate with the ia ##ea with full transparency and disclosure , sign the additional protocol and commence its ratification procedures , and suspend all enrichment and rep ##ro ##ces ##sing activities , albeit for an " interim period . "

reference_raw: Faced with the likelihood of sanctions and international isolation in the event of non-compliance with the requirements of the IAEA, Iran announced on 21 October 2003 that it would cooperate fully with the IAEA with full transparency and disclosure, sign the Additional Protocol and initiate its ratification procedures, and suspend all enrichment and reprocessing activities, albeit temporarily.

reference_spacy_tokens: Faced with the likelihood of sanctions and international isolation in the event of non - compliance with the requirements of the IAEA , Iran announced on 21 October 2003 that it would cooperate fully with the IAEA with full transparency and disclosure , sign the Additional Protocol and initiate its ratification procedures , and suspend all enrichment and reprocessing activities , albeit temporarily .


fn_spacy_tokens_for_baseline: An agent punched the buzzer next to the embassy 's rear steel door .

source_bert_toks: an agent punched the buzz ##er next to the embassy ' s rear steel door .

reference_raw: One of the agents hit a buzzer near the back of the embassy's steel door.

reference_spacy_tokens: One of the agents hit a buzzer near the back of the embassy 's steel door .


fn_spacy_tokens_for_baseline: In its first decade of independence , Kazakhstan dismantled and destroyed Soviet weapons systems and facilities left on its territory and signed several international nonproliferation treaties .

source_bert_toks: in its first decade of independence , kazakhstan dismantled and destroyed soviet weapons systems and facilities left on its territory and signed several international non ##pro ##life ##ration treaties .

reference_raw: During the first decade of independence, Kazakhstan destroyed and destroyed Soviet weapons systems and equipment that remained in its territory and signed several international non-proliferation treaties.

reference_spacy_tokens: During the first decade of independence , Kazakhstan destroyed and destroyed Soviet weapons systems and equipment that remained in its territory and signed several international non - proliferation treaties .


fn_spacy_tokens_for_baseline: Greece moved in to administer the land , but a new influence upset any grand dreams of making this region a part of greater Greece .

source_bert_toks: greece moved in to administer the land , but a new influence upset any grand dreams of making this region a part of greater greece .

reference_raw: Greece has moved in to manage the country, but the new influence has upset every great dream of making it part of the larger Greece.

reference_spacy_tokens: Greece has moved in to manage the country , but the new influence has upset every great dream of making it part of the larger Greece .


fn_spacy_tokens_for_baseline: A tall boy was walking unhurriedly down the drive towards them .

source_bert_toks: a tall boy was walking un ##hur ##ried ##ly down the drive towards them .

reference_raw: The big boy walked unhurriedly down the road toward them.

reference_spacy_tokens: The big boy walked unhurriedly down the road toward them .


fn_spacy_tokens_for_baseline: This represents a considerable reduction from the figure of 980 in the Sixties , when student conductors were employed and before the introduction of one - man operations on trams and buses .

source_bert_toks: this represents a considerable reduction from the figure of 980 in the sixties , when student conductors were employed and before the introduction of one - man operations on trams and buses .

reference_raw: This represents a significant decrease from the number of 980 in the 60s, when student conductors were employed and prior to the introduction of one-man tram and bus operations.

reference_spacy_tokens: This represents a significant decrease from the number of 980 in the 60s , when student conductors were employed and prior to the introduction of one - man tram and bus operations .


fn_spacy_tokens_for_baseline: How total , he asks in a critique of totalization which Derrida would characterize as his first ' classical ' formulation , can the totalization be ?

source_bert_toks: how total , he asks in a critique of total ##ization which der ##rid ##a would character ##ize as his first ' classical ' formulation , can the total ##ization be ?

reference_raw: How complete, he asks, in the criticism of totalization that Derrida would describe as his first "classical" formula, is the totalization possible?

reference_spacy_tokens: How complete , he asks , in the criticism of totalization that Derrida would describe as his first " classical " formula , is the totalization possible ?


fn_spacy_tokens_for_baseline: Although the foreign ministry was apparently in favor of participating in the regime , the military was opposed , and Kim Chong Il apparently sided with the latter .

source_bert_toks: although the foreign ministry was apparently in favor of participating in the regime , the military was opposed , and kim chong il apparently sided with the latter .

reference_raw: Though the Ministry of Foreign Affairs seemed to agree to join the regime, the army was against it, and Kim Chong II seemed to be on the other side.

reference_spacy_tokens: Though the Ministry of Foreign Affairs seemed to agree to join the regime , the army was against it , and Kim Chong II seemed to be on the other side .


fn_spacy_tokens_for_baseline: In spite of her fears for her health , she was remarkably energetic ( she climbed the Matterhorn at the age of forty - eight ) .

source_bert_toks: in spite of her fears for her health , she was remarkably energetic ( she climbed the matter ##horn at the age of forty - eight ) .

reference_raw: Despite her concern for her health, she was remarkably strong (she had climbed the Matterhorn when she was forty-eight).

reference_spacy_tokens: Despite her concern for her health , she was remarkably strong ( she had climbed the Matterhorn when she was forty - eight ) .


fn_spacy_tokens_for_baseline: A small green bulb concealed behind the panel flashed on momentarily .

source_bert_toks: a small green bulb concealed behind the panel flashed on momentarily .

reference_raw: For a moment there was a small green bulb hidden behind the panel.

reference_spacy_tokens: For a moment there was a small green bulb hidden behind the panel .


fn_spacy_tokens_for_baseline: Parliament is a talking shop where members seek to influence others by debate .

source_bert_toks: parliament is a talking shop where members seek to influence others by debate .

reference_raw: Parliament is a talking store where Members try to affect others through debate.

reference_spacy_tokens: Parliament is a talking store where Members try to affect others through debate .


fn_spacy_tokens_for_baseline: The federal government has spent $ 2 - 8 million drilling 1635 holes , injecting 122 556 tons of fly ash , and flushing 117 220 yards of sand into the burning tunnels in an attempt to put out the fire .

source_bert_toks: the federal government has spent $ 2 - 8 million drilling 1635 holes , in ##ject ##ing 122 55 ##6 tons of fly ash , and flushing 117 220 yards of sand into the burning tunnels in an attempt to put out the fire .

reference_raw: The federal government spent $2-8 million drilling 1635 holes, injecting 122 556 tons of fly ash, and flushing 117 220 meters of sand into burning tunnels in an attempt to extinguish the fire.

reference_spacy_tokens: The federal government spent $ 2 - 8 million drilling 1635 holes , injecting 122 556 tons of fly ash , and flushing 117 220 meters of sand into burning tunnels in an attempt to extinguish the fire .


fn_spacy_tokens_for_baseline: I was feeling pretty angry with her as I stomped across that big field , but when I reached her my heart just melted .

source_bert_toks: i was feeling pretty angry with her as i stomped across that big field , but when i reached her my heart just melted .

reference_raw: When I stumbled across the great field, I felt pretty angry with her, but when I got to her, my heart just melted.

reference_spacy_tokens: When I stumbled across the great field , I felt pretty angry with her , but when I got to her , my heart just melted .


fn_spacy_tokens_for_baseline: Borislav Herak , 21 , and Sretko Damjanovic , 30 , could face a firing squad if found guilty of the charges at their trial in the besieged Bosnian capital of Sarajevo .

source_bert_toks: boris ##lav her ##ak , 21 , and sr ##et ##ko dam ##jan ##ovic , 30 , could face a firing squad if found guilty of the charges at their trial in the besieged bosnian capital of sarajevo .

reference_raw: Borislav Herak, 21, and Sretko Damjanovic, 30 years old, may face a firing squad if he is found guilty of the charges in his trial in the besieged Bosnian city of Sarajevo.

reference_spacy_tokens: Borislav Herak , 21 , and Sretko Damjanovic , 30 years old , may face a firing squad if he is found guilty of the charges in his trial in the besieged Bosnian city of Sarajevo .


fn_spacy_tokens_for_baseline: Perhaps it is beyond their intellectual grasp ; or maybe the language it is couched in is too complex .

source_bert_toks: perhaps it is beyond their intellectual grasp ; or maybe the language it is couch ##ed in is too complex .

reference_raw: Perhaps it is beyond their intellectual comprehension; or perhaps the language in which it is couched is too complex.

reference_spacy_tokens: Perhaps it is beyond their intellectual comprehension ; or perhaps the language in which it is couched is too complex .


fn_spacy_tokens_for_baseline: Even before the French war began in 1338 papal envoys were sent to England to dissuade parliament and the clergy from endorsing the king 's plans for combat .

source_bert_toks: even before the french war began in 133 ##8 papal envoy ##s were sent to england to di ##ss ##ua ##de parliament and the clergy from end ##ors ##ing the king ' s plans for combat .

reference_raw: Before the French war began in 1338, papal ambassadors were sent to England to discourage parliament and priests from supporting the King's plans to fight.

reference_spacy_tokens: Before the French war began in 1338 , papal ambassadors were sent to England to discourage parliament and priests from supporting the King 's plans to fight .


fn_spacy_tokens_for_baseline: The ideas might be splendid in themselves but you must consider how they will contribute to the strategy .

source_bert_toks: the ideas might be splendid in themselves but you must consider how they will contribute to the strategy .

reference_raw: Thoughts may be wonderful in themselves, but you have to consider how they contribute to the strategy.

reference_spacy_tokens: Thoughts may be wonderful in themselves , but you have to consider how they contribute to the strategy .


fn_spacy_tokens_for_baseline: In the nine months , net rose 4.3 % to $ 525.8 million or $ 4.67 a share , from $ 504.2 million , or $ 4.41 a share , last year .

source_bert_toks: in the nine months , net rose 4 . 3 % to $ 525 . 8 million or $ 4 . 67 a share , from $ 50 ##4 . 2 million , or $ 4 . 41 a share , last year .

reference_raw: Over the last nine months, the net rose 4.3% to $525.8 million, or $4.67 a share, from $504.2 million to $4.41 a share.

reference_spacy_tokens: Over the last nine months , the net rose 4.3 % to $ 525.8 million , or $ 4.67 a share , from $ 504.2 million to $ 4.41 a share .


fn_spacy_tokens_for_baseline: However , space precludes discussion of this topic .

source_bert_toks: however , space pre ##cl ##udes discussion of this topic .

reference_raw: However, space excludes a debate on this subject.

reference_spacy_tokens: However , space excludes a debate on this subject .


fn_spacy_tokens_for_baseline: There is exploration of rituals for childbirth , for menarche or first menstruation , for monthly menstruation and for menopause .

source_bert_toks: there is exploration of rituals for childbirth , for men ##ar ##che or first men ##st ##ru ##ation , for monthly men ##st ##ru ##ation and for men ##opa ##use .

reference_raw: There is research into the rites of childbirth, menarchy or first menstruation, monthly menstruation and menopausal.

reference_spacy_tokens: There is research into the rites of childbirth , menarchy or first menstruation , monthly menstruation and menopausal .


fn_spacy_tokens_for_baseline: She loved the country surrounding the school , however .

source_bert_toks: she loved the country surrounding the school , however .

reference_raw: But she liked the country around the school.

reference_spacy_tokens: But she liked the country around the school .


fn_spacy_tokens_for_baseline: She would n't have to get very drunk , thought Henry .

source_bert_toks: she wouldn ' t have to get very drunk , thought henry .

reference_raw: She wouldn't have to be too much of an alcoholic, Henry thought.

reference_spacy_tokens: She would n't have to be too much of an alcoholic , Henry thought .


fn_spacy_tokens_for_baseline: [ He issued ] more edicts to accommodate the policies of the Saudi regime .

source_bert_toks: [ he issued ] more edict ##s to accommodate the policies of the saudi regime .

reference_raw: [He issued] more edicts to adapt to Saudi politics.

reference_spacy_tokens: [ He issued ] more edicts to adapt to Saudi politics .


fn_spacy_tokens_for_baseline: In any case , he 's almost certainly no more devious than his Celtic predecessors in the job . '

source_bert_toks: in any case , he ' s almost certainly no more devi ##ous than his celtic predecessors in the job . '

reference_raw: Anyway, he's almost certainly no more devious than his Celtic predecessors at work.'

reference_spacy_tokens: Anyway , he 's almost certainly no more devious than his Celtic predecessors at work . '


fn_spacy_tokens_for_baseline: Aristotelian philosophy affirmed that the universe is eternal , that objects in the world are not dependent upon God for their existence .

source_bert_toks: ari ##sto ##tel ##ian philosophy affirmed that the universe is eternal , that objects in the world are not dependent upon god for their existence .

reference_raw: Aristotelian philosophy has confirmed that the universe is everlasting, that objects in the world do not depend on God for their existence.

reference_spacy_tokens: Aristotelian philosophy has confirmed that the universe is everlasting , that objects in the world do not depend on God for their existence .


fn_spacy_tokens_for_baseline: The boy was broken - hearted and inconsolable .

source_bert_toks: the boy was broken - hearted and inc ##ons ##ola ##ble .

reference_raw: The boy was heartbroken and irresistible.

reference_spacy_tokens: The boy was heartbroken and irresistible .


fn_spacy_tokens_for_baseline: And the old Dublin is with us , too -- the irreverent city of wit and charm and that peculiar magic possessed by Ireland and the Irish .

source_bert_toks: and the old dublin is with us , too - - the ir ##re ##vere ##nt city of wit and charm and that peculiar magic possessed by ireland and the irish .

reference_raw: The old Dublin is with us, too - an irrespectable city of wits and charms, and a strange magic possessed by Ireland and Ireland.

reference_spacy_tokens: The old Dublin is with us , too - an irrespectable city of wits and charms , and a strange magic possessed by Ireland and Ireland .


fn_spacy_tokens_for_baseline: Isa was trying to retrieve her jaw from the counter when the door opened and two Americans walked in .

source_bert_toks: isa was trying to retrieve her jaw from the counter when the door opened and two americans walked in .

reference_raw: Isa was trying to get her teeth out of the counter when the door opened and two Americans entered.

reference_spacy_tokens: Isa was trying to get her teeth out of the counter when the door opened and two Americans entered .


fn_spacy_tokens_for_baseline: And accordingly : 1- AL - QAEDA missions and its different plans proceed according to Islamic law provision .

source_bert_toks: and accordingly : 1 - al - qaeda missions and its different plans proceed according to islamic law provision .

reference_raw: As a result: 1-AL-QAEDA missions and their various intentions proceed in accordance with the provisions of Islamic law.

reference_spacy_tokens: As a result : 1-AL - QAEDA missions and their various intentions proceed in accordance with the provisions of Islamic law .


fn_spacy_tokens_for_baseline: At best , the stone - faced attitudes of retail - outlet clerks have become the manifestation of a subculture that is soon to disappear , like all the other subcultures that have faded into history .

source_bert_toks: at best , the stone - faced attitudes of retail - outlet clerks have become the manifestation of a sub ##culture that is soon to disappear , like all the other sub ##culture ##s that have faded into history .

reference_raw: At best, the stony attitudes of retail salesmen have become the expression of a subculture that will soon disappear, like all other subcultures that have disappeared in the past.

reference_spacy_tokens: At best , the stony attitudes of retail salesmen have become the expression of a subculture that will soon disappear , like all other subcultures that have disappeared in the past .


fn_spacy_tokens_for_baseline: The Nones were so named because they occurred on the ' ninth ' day before the Ides .

source_bert_toks: the none ##s were so named because they occurred on the ' ninth ' day before the id ##es .

reference_raw: The Nones were called that because they took place on the ninth day before the Ides.

reference_spacy_tokens: The Nones were called that because they took place on the ninth day before the Ides .


fn_spacy_tokens_for_baseline: She stood up , on legs that were stiff and aching , and limped from the cruig - morn , massaging circulation back into her flesh .

source_bert_toks: she stood up , on legs that were stiff and aching , and limp ##ed from the cr ##ui ##g - mor ##n , mass ##aging circulation back into her flesh .

reference_raw: She got to her feet, stiff and aching, and hobbled out of the cruig-morn, massaging the bloodstream back into her body.

reference_spacy_tokens: She got to her feet , stiff and aching , and hobbled out of the cruig - morn , massaging the bloodstream back into her body .


fn_spacy_tokens_for_baseline: From a boyfriend , Robbie had assumed , and the arrival of this Fenton seemed to confirm her supposition .

source_bert_toks: from a boyfriend , robbie had assumed , and the arrival of this fenton seemed to confirm her su ##pp ##osition .

reference_raw: From a friend, Robbie assumed, and the arrival of this Fenton seemed to confirm her assumption.

reference_spacy_tokens: From a friend , Robbie assumed , and the arrival of this Fenton seemed to confirm her assumption .


fn_spacy_tokens_for_baseline: The only light came from the big fire .

source_bert_toks: the only light came from the big fire .

reference_raw: The only light was from a great fire.

reference_spacy_tokens: The only light was from a great fire .


fn_spacy_tokens_for_baseline: Magical destructions have been attempted , but without success .

source_bert_toks: magical destruction ##s have been attempted , but without success .

reference_raw: Magical destruction was tried, but it was unsuccessful.

reference_spacy_tokens: Magical destruction was tried , but it was unsuccessful .


fn_spacy_tokens_for_baseline: Third , the theory suggests why legislators who pay too much attention to national policy making relative to local benefit - seeking have lower security in office .

source_bert_toks: third , the theory suggests why legislators who pay too much attention to national policy making relative to local benefit - seeking have lower security in office .

reference_raw: Third, the theory suggests why legislators who pay too much attention to national policy-making in relation to local benefit-seeking have a lower level of safety in their offices.

reference_spacy_tokens: Third , the theory suggests why legislators who pay too much attention to national policy - making in relation to local benefit - seeking have a lower level of safety in their offices .


fn_spacy_tokens_for_baseline: When she saw where I was sitting she pushed her hands in her coat pockets and ambled over on her shaky heels .

source_bert_toks: when she saw where i was sitting she pushed her hands in her coat pockets and am ##bled over on her shaky heels .

reference_raw: When she saw where I was sitting, she put her hands in the pockets of her coat and scrambled to her shaky heels.

reference_spacy_tokens: When she saw where I was sitting , she put her hands in the pockets of her coat and scrambled to her shaky heels .


fn_spacy_tokens_for_baseline: The Senate chamber was locked down , television cameras shut off , so law makers could go into secret session to debate .

source_bert_toks: the senate chamber was locked down , television cameras shut off , so law makers could go into secret session to debate .

reference_raw: The Senate Hall has been shut down, the TV cameras have been shut down, so the lawmakers can go to a secret meeting to discuss it.

reference_spacy_tokens: The Senate Hall has been shut down , the TV cameras have been shut down , so the lawmakers can go to a secret meeting to discuss it .


fn_spacy_tokens_for_baseline: It follows that no adjustment of the real wage rate may be required to reduce unemployment .

source_bert_toks: it follows that no adjustment of the real wage rate may be required to reduce unemployment .

reference_raw: It follows that there is no need to adjust the actual wage rate in order to reduce unemployment.

reference_spacy_tokens: It follows that there is no need to adjust the actual wage rate in order to reduce unemployment .


fn_spacy_tokens_for_baseline: The name of the plant describes its historical use by the ladies of Venice who used the plant in the belief that its property of dilating the pupil of the eye converted them into lustrous wide - eyed beauties .

source_bert_toks: the name of the plant describes its historical use by the ladies of venice who used the plant in the belief that its property of dil ##ating the pupil of the eye converted them into lust ##rous wide - eyed beau ##ties .

reference_raw: The plant's title describes its historical use by the ladies of Venice who used it in the belief that its property of dilating the pupil of the eye turned it into lustrous, wide-eyed beauties.

reference_spacy_tokens: The plant 's title describes its historical use by the ladies of Venice who used it in the belief that its property of dilating the pupil of the eye turned it into lustrous , wide - eyed beauties .


fn_spacy_tokens_for_baseline: I did not know it was possible for foie gras to be tasteless , but the complete omission of seasoning certainly showed I was wrong .

source_bert_toks: i did not know it was possible for f ##oi ##e gr ##as to be taste ##less , but the complete om ##iss ##ion of season ##ing certainly showed i was wrong .

reference_raw: I didn't know it was possible for foie gras to be tasty, but the complete omission of spice certainly showed that I was wrong.

reference_spacy_tokens: I did n't know it was possible for foie gras to be tasty , but the complete omission of spice certainly showed that I was wrong .


fn_spacy_tokens_for_baseline: An amnesty for convicts , including an estimate 2,000 political prisoners , was announced for December 12 , after hunger strikes had spread throughout the country 's jails .

source_bert_toks: an amnesty for convicts , including an estimate 2 , 000 political prisoners , was announced for december 12 , after hunger strikes had spread throughout the country ' s jail ##s .

reference_raw: On December 12, after hunger strikes spread throughout the country's prisons, an amnesty for convicts, including an estimate of 2,000 political prisoners, was announced.

reference_spacy_tokens: On December 12 , after hunger strikes spread throughout the country 's prisons , an amnesty for convicts , including an estimate of 2,000 political prisoners , was announced .


fn_spacy_tokens_for_baseline: But she told the meeting she was pleased at the number using special dog dirt bins in her ward at Harrowgate Hill , Darlington .

source_bert_toks: but she told the meeting she was pleased at the number using special dog dirt bin ##s in her ward at harrow ##gate hill , darlington .

reference_raw: But she told the meeting that she was happy with the number of special dog-filth baskets in her department in Harrowgate Hill, Darlington.

reference_spacy_tokens: But she told the meeting that she was happy with the number of special dog - filth baskets in her department in Harrowgate Hill , Darlington .


fn_spacy_tokens_for_baseline: A jury had earlier convicted Duncan of assaulting Andrew Clarkson by punching him on the head and body to his severe injury and permanent disfigurement .

source_bert_toks: a jury had earlier convicted duncan of assault ##ing andrew clarkson by punching him on the head and body to his severe injury and permanent di ##sf ##ig ##ure ##ment .

reference_raw: The jury had previously convicted Duncan of assaulting Andrew Clarkson by hitting him on the head and body with severe injury and permanent deformation.

reference_spacy_tokens: The jury had previously convicted Duncan of assaulting Andrew Clarkson by hitting him on the head and body with severe injury and permanent deformation .


fn_spacy_tokens_for_baseline: The Old Gang Smelting Mills reminded me of an old deserted coal pit I played around as a child .

source_bert_toks: the old gang sm ##elt ##ing mills reminded me of an old deserted coal pit i played around as a child .

reference_raw: The old gang-smelling mills made me think of an old abandoned coal pit I used to play when I was a kid.

reference_spacy_tokens: The old gang - smelling mills made me think of an old abandoned coal pit I used to play when I was a kid .


fn_spacy_tokens_for_baseline: Even before the events of September 11 and the anthrax letter attacks of fall 2001 , analysts began to observe some troubling developments along all three dimensions of the CBW terrorism threat .

source_bert_toks: even before the events of september 11 and the ant ##hra ##x letter attacks of fall 2001 , analysts began to observe some tr ##ou ##bling developments along all three dimensions of the cb ##w terrorism threat .

reference_raw: Even before the events of September 11th and the anthrax letter attacks of autumn 2001, analysts began to see some disturbing developments in all three dimensions of the CBW terrorist threat.

reference_spacy_tokens: Even before the events of September 11th and the anthrax letter attacks of autumn 2001 , analysts began to see some disturbing developments in all three dimensions of the CBW terrorist threat .


fn_spacy_tokens_for_baseline: After being repelled by police , the crowd vented its anger by damaging property and overturning police cars .

source_bert_toks: after being rep ##elled by police , the crowd vent ##ed its anger by damaging property and over ##turn ##ing police cars .

reference_raw: After being repulsed by the police, the crowd vented its anger by damaging property and overturning police cars.

reference_spacy_tokens: After being repulsed by the police , the crowd vented its anger by damaging property and overturning police cars .


fn_spacy_tokens_for_baseline: There are areas where every child is in rags and learns to be a thief from the age of three .

source_bert_toks: there are areas where every child is in rags and learns to be a thief from the age of three .

reference_raw: There are areas where every kid wears clothes and learns to be a thief when he's three years old.

reference_spacy_tokens: There are areas where every kid wears clothes and learns to be a thief when he 's three years old .


fn_spacy_tokens_for_baseline: ' Charlie had managed to kindle a little fire of dry grass and was adding twigs one by one and I was squatting beside him .

source_bert_toks: ' charlie had managed to kind ##le a little fire of dry grass and was adding twigs one by one and i was squat ##ting beside him .

reference_raw: Charlie managed to warm a small fire of dry grass and added branches one by one, and I squatted down beside him.

reference_spacy_tokens: Charlie managed to warm a small fire of dry grass and added branches one by one , and I squatted down beside him .


fn_spacy_tokens_for_baseline: " B - but this is m - monstrous . iniquitous ! " spluttered Pugwash .

source_bert_toks: " b - but this is m - monstrous . in ##iq ##uit ##ous ! " sp ##lu ##ttered pu ##g ##wash .

reference_raw: "B-but that's m-monstrous . . . evil!" said Pugwash.

reference_spacy_tokens: " B - but that 's m - monstrous . . . evil ! " said Pugwash .


fn_spacy_tokens_for_baseline: The postman usually bicycled up around mid - morning , a time when everyone in the house was busy or pretending to be .

source_bert_toks: the post ##man usually bicycle ##d up around mid - morning , a time when everyone in the house was busy or pretending to be .

reference_raw: The mailman usually circled around the middle of the morning, when everyone in the house was busy or pretending to be.

reference_spacy_tokens: The mailman usually circled around the middle of the morning , when everyone in the house was busy or pretending to be .


fn_spacy_tokens_for_baseline: Production of Roquefort is strictly controlled and the cheeses are stamped in red with a picture of a sheep to show that they are genuine , made with milk from Larzac sheep and matured in caves in Combalou .

source_bert_toks: production of ro ##que ##fort is strictly controlled and the cheese ##s are stamped in red with a picture of a sheep to show that they are genuine , made with milk from la ##rza ##c sheep and mature ##d in caves in comb ##alo ##u .

reference_raw: The production of Roquefort is strictly controlled and the cheeses are stamped in red with a picture of the sheep to show that they are real, made from the milk of the Larzac sheep and grown in the caves of Combalou.

reference_spacy_tokens: The production of Roquefort is strictly controlled and the cheeses are stamped in red with a picture of the sheep to show that they are real , made from the milk of the Larzac sheep and grown in the caves of Combalou .


fn_spacy_tokens_for_baseline: One afternoon in late October we heard on a local radio station that someone , claiming to speak for Islamic Jihad , had phoned to announce that two Americans would be executed .

source_bert_toks: one afternoon in late october we heard on a local radio station that someone , claiming to speak for islamic jihad , had phone ##d to announce that two americans would be executed .

reference_raw: One afternoon at the end of October, we received a call from a local radio station that someone who claimed to speak for the Islamic Jihad had called to announce the execution of two Americans.

reference_spacy_tokens: One afternoon at the end of October , we received a call from a local radio station that someone who claimed to speak for the Islamic Jihad had called to announce the execution of two Americans .


fn_spacy_tokens_for_baseline: The mood in the Liverpool camp was summed up by their skipper Steve Nicol .

source_bert_toks: the mood in the liverpool camp was sum ##med up by their skipper steve nico ##l .

reference_raw: Their captain, Steve Nicol, added to the mood at Liverpool Camp.

reference_spacy_tokens: Their captain , Steve Nicol , added to the mood at Liverpool Camp .


fn_spacy_tokens_for_baseline: Forest fires burn on in Greece ; death toll nears 50

source_bert_toks: forest fires burn on in greece ; death toll near ##s 50

reference_raw: Forest fires are on fire in Greece; death toll is close to 50

reference_spacy_tokens: Forest fires are on fire in Greece ; death toll is close to 50


fn_spacy_tokens_for_baseline: I 'm organising a whip - round to buy the services of a reputable assassin , and do n't envisage any problem in raising the necessary funds .

source_bert_toks: i ' m organising a whip - round to buy the services of a rep ##utable assassin , and don ' t en ##vis ##age any problem in raising the necessary funds .

reference_raw: I'm organizing a round of whips to buy the services of a reputable killer, and I'm not planning any trouble getting the money I need.

reference_spacy_tokens: I 'm organizing a round of whips to buy the services of a reputable killer , and I 'm not planning any trouble getting the money I need .


fn_spacy_tokens_for_baseline: ' Do n't forget your Thermos and plastic spoons , ' said Bedelia .

source_bert_toks: ' don ' t forget your the ##rm ##os and plastic spoon ##s , ' said bed ##elia .

reference_raw: 'Don't forget the heat and the plastic spoons,' Bedelia said.

reference_spacy_tokens: ' Do n't forget the heat and the plastic spoons , ' Bedelia said .


fn_spacy_tokens_for_baseline: He is accompanied by a band of men , presumably armed , and bears arrest warrants from the High Priest .

source_bert_toks: he is accompanied by a band of men , presumably armed , and bears arrest warrant ##s from the high priest .

reference_raw: He's accompanied by a group of men, probably armed, carrying the High Priest's arrest warrant.

reference_spacy_tokens: He 's accompanied by a group of men , probably armed , carrying the High Priest 's arrest warrant .


fn_spacy_tokens_for_baseline: Two seasons ago he guided the club to the elusive league and championship double , but both in 1991 and 1992 success eluded him .

source_bert_toks: two seasons ago he guided the club to the elusive league and championship double , but both in 1991 and 1992 success el ##uded him .

reference_raw: Two seasons ago, he led the club into an elusive league and a double championship, but he missed both 1991 and 1992.

reference_spacy_tokens: Two seasons ago , he led the club into an elusive league and a double championship , but he missed both 1991 and 1992 .


fn_spacy_tokens_for_baseline: A 26-year - old man admitted to being the hooded rapist who terrorised women in a town 's bed - sit area .

source_bert_toks: a 26 - year - old man admitted to being the hooded rap ##ist who terror ##ised women in a town ' s bed - sit area .

reference_raw: A 26-year-old man admitted to being a caped rapist who terrorized women in the city's bed.

reference_spacy_tokens: A 26-year - old man admitted to being a caped rapist who terrorized women in the city 's bed .


fn_spacy_tokens_for_baseline: Remember , she disappointed you once .

source_bert_toks: remember , she disappointed you once .

reference_raw: Remember, she let you down once.

reference_spacy_tokens: Remember , she let you down once .


fn_spacy_tokens_for_baseline: He nodded at Bacci for a translation .

source_bert_toks: he nodded at ba ##cci for a translation .

reference_raw: He motioned to Bacci to translate.

reference_spacy_tokens: He motioned to Bacci to translate .


fn_spacy_tokens_for_baseline: Since the start of 2004 till the present , Iran has proved that it will not give up on developing its nascent missile production programs .

source_bert_toks: since the start of 2004 till the present , iran has proved that it will not give up on developing its nas ##cent missile production programs .

reference_raw: From the beginning of 2004 until today, Iran has shown that it will not give up the development of its nascent missile production programmes.

reference_spacy_tokens: From the beginning of 2004 until today , Iran has shown that it will not give up the development of its nascent missile production programmes .


fn_spacy_tokens_for_baseline: South of the temple an attractive odeon , or concert - hall , was brought to light along the northern edge ofthe vast agora complex , which consisted of two long porticoes that have also been partly excavated and restored .

source_bert_toks: south of the temple an attractive ode ##on , or concert - hall , was brought to light along the northern edge of ##the vast ago ##ra complex , which consisted of two long portico ##es that have also been partly excavated and restored .

reference_raw: South of the temple, an attractive odeon or concert hall appeared on the north side of the huge agora complex, consisting of two long porticoes, which had also been partially dug up and reconstructed.

reference_spacy_tokens: South of the temple , an attractive odeon or concert hall appeared on the north side of the huge agora complex , consisting of two long porticoes , which had also been partially dug up and reconstructed .


fn_spacy_tokens_for_baseline: Firefighters rescue nearly a dozen animals in Buffalo , New York house fire

source_bert_toks: firefighters rescue nearly a dozen animals in buffalo , new york house fire

reference_raw: Firemen save almost a dozen animals in Buffalo, the fire of the New York house.

reference_spacy_tokens: Firemen save almost a dozen animals in Buffalo , the fire of the New York house .


fn_spacy_tokens_for_baseline: The celebrant wears a long white gown , similar to a wedding dress ; has fifteen maids , damas , with their escorts , chambelanes ; and sometimes performs a choreographed dance or waltz .

source_bert_toks: the ce ##le ##bra ##nt wears a long white gown , similar to a wedding dress ; has fifteen maids , dam ##as , with their escorts , cha ##mbe ##lane ##s ; and sometimes performs a choreographed dance or waltz .

reference_raw: The celebrant wears a large white dress like a wedding dress; he has fifteen maids, damas, accompanied by chambelanes; and he sometimes performs a choreographed dance or a waltz.

reference_spacy_tokens: The celebrant wears a large white dress like a wedding dress ; he has fifteen maids , damas , accompanied by chambelanes ; and he sometimes performs a choreographed dance or a waltz .


fn_spacy_tokens_for_baseline: Then he would go and piss in the gutter .

source_bert_toks: then he would go and piss in the gut ##ter .

reference_raw: Then he went and peed in the sewer.

reference_spacy_tokens: Then he went and peed in the sewer .


fn_spacy_tokens_for_baseline: The National Childbirth Trust , formed in 1956 , is Britain 's foremost charity concerned with education for parenthood .

source_bert_toks: the national childbirth trust , formed in 1956 , is britain ' s foremost charity concerned with education for parent ##hood .

reference_raw: The National Childbirth Trust, founded in 1956, is the most important charity in the United Kingdom in the field of parenting education.

reference_spacy_tokens: The National Childbirth Trust , founded in 1956 , is the most important charity in the United Kingdom in the field of parenting education .


fn_spacy_tokens_for_baseline: In public places .

source_bert_toks: in public places .

reference_raw: Published places.

reference_spacy_tokens: Published places .


fn_spacy_tokens_for_baseline: If this were a Rube Goldberg contraption , this recollection would remind the writer of the grease spot on page 2 , caused by his having eaten a Big Mac , the memory of which conjures up such a vivid image that the writer opens his mouth to take a bite , and a string attached to his lower jaw releases a mouse , the sight of which arouses a cat which chases it , causing the mouse to squeal , awakening a midget who stretches , tripping open a trapdoor ; through the trapdoor falls a usage book , sliding down a chute into the hands of the writer .

source_bert_toks: if this were a rub ##e goldberg contra ##ption , this rec ##oll ##ection would remind the writer of the grease spot on page 2 , caused by his having eaten a big mac , the memory of which con ##jure ##s up such a vivid image that the writer opens his mouth to take a bite , and a string attached to his lower jaw releases a mouse , the sight of which ar ##ouse ##s a cat which chases it , causing the mouse to sq ##ue ##al , awakening a mid ##get who stretches , trip ##ping open a trap ##door ; through the trap ##door falls a usage book , sliding down a chu ##te into the hands of the writer .

reference_raw: If it had been Rube Goldberg's contraption, the memory would have reminded the author of the fat spot on page 2, caused by the fact that he had eaten the Big Mac, whose memory would have given him such a vivid picture that the writer would have opened his mouth to bite, and the string attached to his lower jaw would have released the mouse, the sight of which would have awakened the cat who was chasing him, causing the mouse to squeal and wake. A dwarf who stretches and trips open a trapdoor; a use book falls through a trapdoor and slides down a chute into the hands of a writer.

reference_spacy_tokens: If it had been Rube Goldberg 's contraption , the memory would have reminded the author of the fat spot on page 2 , caused by the fact that he had eaten the Big Mac , whose memory would have given him such a vivid picture that the writer would have opened his mouth to bite , and the string attached to his lower jaw would have released the mouse , the sight of which would have awakened the cat who was chasing him , causing the mouse to squeal and wake . A dwarf who stretches and trips open a trapdoor ; a use book falls through a trapdoor and slides down a chute into the hands of a writer .


fn_spacy_tokens_for_baseline: AN escaped prisoner known as The Crusher was being hunted last night by police probing a nightwatchman 's murder .

source_bert_toks: an escaped prisoner known as the crush ##er was being hunted last night by police probing a night ##watch ##man ' s murder .

reference_raw: An escaped prisoner known as the Crusher was hunted last night by police investigating the night watchman's murder.

reference_spacy_tokens: An escaped prisoner known as the Crusher was hunted last night by police investigating the night watchman 's murder .


fn_spacy_tokens_for_baseline: But this does not mean that the carbon - zinc battery would be suitable for use in your detector .

source_bert_toks: but this does not mean that the carbon - zinc battery would be suitable for use in your detector .

reference_raw: But that doesn't mean the carbon-zinc battery is fit for use in your detector.

reference_spacy_tokens: But that does n't mean the carbon - zinc battery is fit for use in your detector .


fn_spacy_tokens_for_baseline: Then one of them grabbed Wolfe 's topknot and , with a savage yank that almost pulled the man up off his knees , stretched his neck out , ready for the sword .

source_bert_toks: then one of them grabbed wolfe ' s top ##k ##not and , with a savage yank that almost pulled the man up off his knees , stretched his neck out , ready for the sword .

reference_raw: Then one of them grabbed Wolfe's top handle and, with a savage jerk that nearly pulled him from his knees, stretched his neck out, ready for his sword.

reference_spacy_tokens: Then one of them grabbed Wolfe 's top handle and , with a savage jerk that nearly pulled him from his knees , stretched his neck out , ready for his sword .


fn_spacy_tokens_for_baseline: Today , the PTA is holding a fair at the school .

source_bert_toks: today , the pt ##a is holding a fair at the school .

reference_raw: PTA's holding a market at school today.

reference_spacy_tokens: PTA 's holding a market at school today .


fn_spacy_tokens_for_baseline: In 1718 Jean Godinot claimed that Dom Pygnon added one pound of sugar per piece of wine , a charge which was hotly contested much later by Dom Grossard .

source_bert_toks: in 1718 jean god ##ino ##t claimed that dom p ##y ##gnon added one pound of sugar per piece of wine , a charge which was hot ##ly contested much later by dom gross ##ard .

reference_raw: In 1718, Jean Godinot claimed that Dom Pygnon had added a kilogram of sugar per piece of wine, a charge that Dom Grossard had very much later challenged.

reference_spacy_tokens: In 1718 , Jean Godinot claimed that Dom Pygnon had added a kilogram of sugar per piece of wine , a charge that Dom Grossard had very much later challenged .


fn_spacy_tokens_for_baseline: In 701 b.c . the Assyrian armies of Sennacherib destroyed Israel and moved southward to besiege Jerusalem .

source_bert_toks: in 70 ##1 b . c . the assyrian armies of sen ##nac ##her ##ib destroyed israel and moved southward to be ##sie ##ge jerusalem .

reference_raw: In 701 B.C., the Assyrian armies of Sennacherib destroyed Israel and moved south to siege Jerusalem.

reference_spacy_tokens: In 701 B.C. , the Assyrian armies of Sennacherib destroyed Israel and moved south to siege Jerusalem .


fn_spacy_tokens_for_baseline: Jordania left his wife and two children behind in the Soviet Union , and he and Mullova moved to New York .

source_bert_toks: jordan ##ia left his wife and two children behind in the soviet union , and he and mu ##llo ##va moved to new york .

reference_raw: Jordania abandoned his wife and two kids in the Soviet Union and moved to New York with Mullova.

reference_spacy_tokens: Jordania abandoned his wife and two kids in the Soviet Union and moved to New York with Mullova .


fn_spacy_tokens_for_baseline: refunded after sending alot of money to scammers , he told me to refer my case to the Nigerian senate House where he was also refunded with apology fee .

source_bert_toks: ref ##und ##ed after sending al ##ot of money to sc ##am ##mers , he told me to refer my case to the nigerian senate house where he was also ref ##und ##ed with apology fee .

reference_raw: Returned when he sent a lot of money to the frauds, he told me to turn the case over to the Nigerian Senate House, where he was also paid an apology fee.

reference_spacy_tokens: Returned when he sent a lot of money to the frauds , he told me to turn the case over to the Nigerian Senate House , where he was also paid an apology fee .


fn_spacy_tokens_for_baseline: okay uh we always have turkey for Thanksgiving but uh uh there but i always try to add at least one new dish

source_bert_toks: okay uh we always have turkey for thanksgiving but uh uh there but i always try to add at least one new dish

reference_raw: Okay, well, we always have turkey for Thanksgiving, but, uh, there, but I'm always trying to put in at least one new meal.

reference_spacy_tokens: Okay , well , we always have turkey for Thanksgiving , but , uh , there , but I 'm always trying to put in at least one new meal .


fn_spacy_tokens_for_baseline: The need to deal with tragic , emotionally traumatic and depressing situations , and to help others to acknowledge and come to terms with loss .

source_bert_toks: the need to deal with tragic , emotionally traumatic and de ##pressing situations , and to help others to acknowledge and come to terms with loss .

reference_raw: The need to deal with tragic, emotionally traumatized and depressing situations, and to help others accept and deal with loss.

reference_spacy_tokens: The need to deal with tragic , emotionally traumatized and depressing situations , and to help others accept and deal with loss .


fn_spacy_tokens_for_baseline: Lucy pushed her flaxen curls from her forehead , her reproving tone hinting that such open prejudice showed lamentable immaturity .

source_bert_toks: lucy pushed her fl ##ax ##en curls from her forehead , her rep ##roving tone hint ##ing that such open prejudice showed lame ##nta ##ble im ##mat ##urity .

reference_raw: Lucy brushed the flaxy curls from her forehead, and her reproachful tone suggested that such open prejudice showed a lamentable immaturity.

reference_spacy_tokens: Lucy brushed the flaxy curls from her forehead , and her reproachful tone suggested that such open prejudice showed a lamentable immaturity .


fn_spacy_tokens_for_baseline: My problem with carbon offsets and other voluntary measures is that given the finite amount of money , energy and attention we have to push for the environment , I feel like the opportunity cost of these measures is too high compared to policy - oriented actions , the citizen role that Gore referred .

source_bert_toks: my problem with carbon offset ##s and other voluntary measures is that given the finite amount of money , energy and attention we have to push for the environment , i feel like the opportunity cost of these measures is too high compared to policy - oriented actions , the citizen role that gore referred .

reference_raw: My problem with carbon offsets and other voluntary measures is that, given the final amount of money, energy and attention that we need to promote the environment, it seems to me that the opportunity cost of these measures is too great compared to the policy-oriented measures, the civic role that Gore referred to.

reference_spacy_tokens: My problem with carbon offsets and other voluntary measures is that , given the final amount of money , energy and attention that we need to promote the environment , it seems to me that the opportunity cost of these measures is too great compared to the policy - oriented measures , the civic role that Gore referred to .


fn_spacy_tokens_for_baseline: Even if the site had planning permission however , it is still impossible to see any sense in Telecom 's purchase .

source_bert_toks: even if the site had planning permission however , it is still impossible to see any sense in telecom ' s purchase .

reference_raw: However, even if the site had a planning permit, there is still no point in buying Telecom.

reference_spacy_tokens: However , even if the site had a planning permit , there is still no point in buying Telecom .


fn_spacy_tokens_for_baseline: Intelligence reports from European officials express concern that Iran might seek Pakistan 's assistance in enriching uranium obtained from South Africa in 1988 - 89 . ( 6003 ) .

source_bert_toks: intelligence reports from european officials express concern that iran might seek pakistan ' s assistance in en ##rich ##ing uranium obtained from south africa in 1988 - 89 . ( 600 ##3 ) .

reference_raw: News from European officials express concern that Iran may seek assistance from Pakistan in the enrichment of uranium from South Africa in 1988 - 89. (6003)

reference_spacy_tokens: News from European officials express concern that Iran may seek assistance from Pakistan in the enrichment of uranium from South Africa in 1988 - 89 . ( 6003 )


fn_spacy_tokens_for_baseline: When she was about to remonstrate after hitting a less than perfect iron aboard the 7th green in the final round , Jim put up a salutary hand by way of saying ' stop ' .

source_bert_toks: when she was about to re ##mons ##tra ##te after hitting a less than perfect iron aboard the 7th green in the final round , jim put up a sal ##uta ##ry hand by way of saying ' stop ' .

reference_raw: When she was about to protest when she hit the less-than-perfect iron on the seventh green in the last round, Jim raised his salutary hand to say "stop."

reference_spacy_tokens: When she was about to protest when she hit the less - than - perfect iron on the seventh green in the last round , Jim raised his salutary hand to say " stop . "


fn_spacy_tokens_for_baseline: Beyond the window the poplars , brushed with the early light , bloomed suddenly golden .

source_bert_toks: beyond the window the pop ##lars , brushed with the early light , bloom ##ed suddenly golden .

reference_raw: The poplars beyond the window, scrubbed by the morning light, were suddenly golden.

reference_spacy_tokens: The poplars beyond the window , scrubbed by the morning light , were suddenly golden .


fn_spacy_tokens_for_baseline: However , when fighting against another rattlesnake it does not use its poison fangs .

source_bert_toks: however , when fighting against another rattle ##s ##na ##ke it does not use its poison fangs .

reference_raw: But he does not use his poison teeth when he fights another rattlesnake.

reference_spacy_tokens: But he does not use his poison teeth when he fights another rattlesnake .


fn_spacy_tokens_for_baseline: Perhaps even more disturbing than just the two points they have earned in six games , is the one goal they have scored in those matches .

source_bert_toks: perhaps even more disturbing than just the two points they have earned in six games , is the one goal they have scored in those matches .

reference_raw: Perhaps even more unsettling than the two points they've earned in six games is the only goal they've scored in these games.

reference_spacy_tokens: Perhaps even more unsettling than the two points they 've earned in six games is the only goal they 've scored in these games .


fn_spacy_tokens_for_baseline: Airfields have been constructed on a number of the islands , and road systems have been expanded and improved .

source_bert_toks: airfields have been constructed on a number of the islands , and road systems have been expanded and improved .

reference_raw: Airports have been built on many islands and road systems have been expanded and improved.

reference_spacy_tokens: Airports have been built on many islands and road systems have been expanded and improved .


fn_spacy_tokens_for_baseline: Holmes pointed to the wattles on the severed head .

source_bert_toks: holmes pointed to the watt ##les on the severed head .

reference_raw: Holmes pointed to the wattles on his severed skull.

reference_spacy_tokens: Holmes pointed to the wattles on his severed skull .


fn_spacy_tokens_for_baseline: But if the best way to do this is by romping around a campfire and sniffing each other 's bottoms is open to question .

source_bert_toks: but if the best way to do this is by rom ##ping around a camp ##fire and sniffing each other ' s bottoms is open to question .

reference_raw: But if the best way to do that is to roam around the fire and sniff each other's bottoms, it's open to question.

reference_spacy_tokens: But if the best way to do that is to roam around the fire and sniff each other 's bottoms , it 's open to question .


fn_spacy_tokens_for_baseline: Firemen tackled a blaze in the kitchen of a flat in The Esplanade , Redcar last night .

source_bert_toks: fire ##men tackled a blaze in the kitchen of a flat in the es ##pl ##ana ##de , red ##car last night .

reference_raw: The firefighters fought a fire last night in the kitchen of an apartment in Esplanade, Redcar.

reference_spacy_tokens: The firefighters fought a fire last night in the kitchen of an apartment in Esplanade , Redcar .


fn_spacy_tokens_for_baseline: Most building codes do not permit building in earth .

source_bert_toks: most building codes do not permit building in earth .

reference_raw: Most building codes don't allow construction on the ground.

reference_spacy_tokens: Most building codes do n't allow construction on the ground .


fn_spacy_tokens_for_baseline: Humour at the absurdity of events .

source_bert_toks: humour at the absurd ##ity of events .

reference_raw: A sense of humor at the preposterousness of events.

reference_spacy_tokens: A sense of humor at the preposterousness of events .


fn_spacy_tokens_for_baseline: In reviewing patterns of survival in lower income families , the chapter has drawn its evidence from an established research tradition which has paid little attention to gender .

source_bert_toks: in reviewing patterns of survival in lower income families , the chapter has drawn its evidence from an established research tradition which has paid little attention to gender .

reference_raw: When reviewing the survival patterns of low-income families, this chapter draws evidence from a well-established history of research that pays little attention to sex.

reference_spacy_tokens: When reviewing the survival patterns of low - income families , this chapter draws evidence from a well - established history of research that pays little attention to sex .


fn_spacy_tokens_for_baseline: It was a celebration of life , but it also had a sobering effect .

source_bert_toks: it was a celebration of life , but it also had a sober ##ing effect .

reference_raw: It was a celebration of life, but it also had a sobriety effect.

reference_spacy_tokens: It was a celebration of life , but it also had a sobriety effect .


fn_spacy_tokens_for_baseline: Its roots were both theological and caused by the revulsion of the burnings in Mary 's reign .

source_bert_toks: its roots were both theological and caused by the rev ##ulsion of the burning ##s in mary ' s reign .

reference_raw: Its roots were both theological and caused by Mary's reluctance to burn.

reference_spacy_tokens: Its roots were both theological and caused by Mary 's reluctance to burn .


fn_spacy_tokens_for_baseline: They were tired and ill and they could not walk up to the plateau .

source_bert_toks: they were tired and ill and they could not walk up to the plateau .

reference_raw: They were tired and sick and couldn't make it to the platform.

reference_spacy_tokens: They were tired and sick and could n't make it to the platform .


fn_spacy_tokens_for_baseline: Here is a commonsense style book , useful to those who have the education and common sense to be in doubt about questions of English usage .

source_bert_toks: here is a commons ##ense style book , useful to those who have the education and common sense to be in doubt about questions of english usage .

reference_raw: Here is the Commonsense Style Book, which is useful to those with the education and sanity to question English use.

reference_spacy_tokens: Here is the Commonsense Style Book , which is useful to those with the education and sanity to question English use .