fn_spacy_tokens_for_baseline: We watch the insects in the headlights zinging back and forth without apparent logic .

source_bert_toks: we watch the insects in the headlights z ##inging back and forth without apparent logic .

reference_raw: We're watching the insects in the headlights zigzagging back and forth with no apparent logic.

reference_spacy_tokens: We 're watching the insects in the headlights zigzagging back and forth with no apparent logic .


fn_spacy_tokens_for_baseline: This will greatly reduce the risk of condensation , which can saturate the insulation , rendering it useless , and can also cause serious rot in the roof timbers .

source_bert_toks: this will greatly reduce the risk of conde ##ns ##ation , which can sat ##ura ##te the insulation , rendering it useless , and can also cause serious rot in the roof timbers .

reference_raw: This will significantly reduce the risk of condensation, which can feed the insulation, render it useless, and may also cause serious rot in the woods of the roof.

reference_spacy_tokens: This will significantly reduce the risk of condensation , which can feed the insulation , render it useless , and may also cause serious rot in the woods of the roof .


fn_spacy_tokens_for_baseline: The bridges were barred by night with iron gates to keep the Chinese out .

source_bert_toks: the bridges were barred by night with iron gates to keep the chinese out .

reference_raw: The bridges were barred at night with steel gates to keep the Chinese out of the way.

reference_spacy_tokens: The bridges were barred at night with steel gates to keep the Chinese out of the way .


fn_spacy_tokens_for_baseline: Charles looked down at the flood pumping out in the torchlight .

source_bert_toks: charles looked down at the flood pumping out in the torch ##light .

reference_raw: Charles looked down at the flood streaming out of the torchlight.

reference_spacy_tokens: Charles looked down at the flood streaming out of the torchlight .


fn_spacy_tokens_for_baseline: We adapt and cultivate the local talents and craft these skills , to meld the artisan and his world , so that they mix and flow with ours .

source_bert_toks: we adapt and cult ##ivate the local talents and craft these skills , to mel ##d the art ##isan and his world , so that they mix and flow with ours .

reference_raw: We adapt and cultivate local talents and craft these skills so that the craftsman and his world can blend and flow with ours.

reference_spacy_tokens: We adapt and cultivate local talents and craft these skills so that the craftsman and his world can blend and flow with ours .


fn_spacy_tokens_for_baseline: Finally , by the late 1980s , it was reported that North Korea was able to produce CW agents in large quantity , and deployed large numbers of chemical ordnance .

source_bert_toks: finally , by the late 1980s , it was reported that north korea was able to produce cw agents in large quantity , and deployed large numbers of chemical ordnance .

reference_raw: Finally, by the end of the 1980s, it was reported that North Korea was able to produce CW agents in large quantities and to deploy a large number of chemical orders.

reference_spacy_tokens: Finally , by the end of the 1980s , it was reported that North Korea was able to produce CW agents in large quantities and to deploy a large number of chemical orders .


fn_spacy_tokens_for_baseline: Perhaps the thought of that lonely walk across the ill - omened moor was weighing heavily upon his mind .

source_bert_toks: perhaps the thought of that lonely walk across the ill - om ##ened moor was weighing heavily upon his mind .

reference_raw: Perhaps the idea of this lonely journey through the sick - the omened moor weighed heavily on his mind.

reference_spacy_tokens: Perhaps the idea of this lonely journey through the sick - the omened moor weighed heavily on his mind .


fn_spacy_tokens_for_baseline: Shopping never ends - there 's always another inviting spot just down the street .

source_bert_toks: shopping never ends - there ' s always another inviting spot just down the street .

reference_raw: The shopping never ends - there's always another inviting place just across the street.

reference_spacy_tokens: The shopping never ends - there 's always another inviting place just across the street .


fn_spacy_tokens_for_baseline: They are largely unaffected by public opinion because they act on behalf of their deity and their co - religionists .

source_bert_toks: they are largely unaffected by public opinion because they act on behalf of their deity and their co - religion ##ists .

reference_raw: For the most part, they are not affected by public opinion, because they work in the name of their deity and their co-religionists.

reference_spacy_tokens: For the most part , they are not affected by public opinion , because they work in the name of their deity and their co - religionists .


fn_spacy_tokens_for_baseline: In 1989 , the U.S. Congress was informed that Taiwan could have acquired an offensive chemical weapons ( CW ) capability .

source_bert_toks: in 1989 , the u . s . congress was informed that taiwan could have acquired an offensive chemical weapons ( cw ) capability .

reference_raw: In 1989, the United States Congress was informed that Taiwan could acquire the ability to attack chemical weapons (CW).

reference_spacy_tokens: In 1989 , the United States Congress was informed that Taiwan could acquire the ability to attack chemical weapons ( CW ) .


fn_spacy_tokens_for_baseline: There is frequently a temptation never to tear oneself away from the hotel .

source_bert_toks: there is frequently a temptation never to tear oneself away from the hotel .

reference_raw: Often there's a temptation never to get out of a hotel.

reference_spacy_tokens: Often there 's a temptation never to get out of a hotel .


fn_spacy_tokens_for_baseline: Deputy Russian Foreign Minister Victor Posuvaluk was also in Israel Sunday in a bid to invigorate Russia 's role in the peace process .

source_bert_toks: deputy russian foreign minister victor po ##su ##val ##uk was also in israel sunday in a bid to in ##vi ##gor ##ate russia ' s role in the peace process .

reference_raw: Deputy Russian Foreign Minister Viktor Posuvaluk was also in Israel on Sunday to promote Russia's role in the peace process.

reference_spacy_tokens: Deputy Russian Foreign Minister Viktor Posuvaluk was also in Israel on Sunday to promote Russia 's role in the peace process .


fn_spacy_tokens_for_baseline: If official reports and testimonies from North Korean defectors are to be believed , the DPRK military possesses between 2,500 and 5,000 tons of chemical weapons .

source_bert_toks: if official reports and test ##imo ##nies from north korean defect ##ors are to be believed , the d ##pr ##k military possesses between 2 , 500 and 5 , 000 tons of chemical weapons .

reference_raw: If official reports and statements from North Korean defectors are to be believed, the DPRK military has between 2,500 and 5,000 tons of chemical weapons.

reference_spacy_tokens: If official reports and statements from North Korean defectors are to be believed , the DPRK military has between 2,500 and 5,000 tons of chemical weapons .


fn_spacy_tokens_for_baseline: Some helicopters and airplanes , which were to drop water on the fires , continued to be delayed by strong winds .

source_bert_toks: some helicopters and airplanes , which were to drop water on the fires , continued to be delayed by strong winds .

reference_raw: Some of the helicopters and aircraft that were supposed to throw water into the fires were still delayed by strong winds.

reference_spacy_tokens: Some of the helicopters and aircraft that were supposed to throw water into the fires were still delayed by strong winds .


fn_spacy_tokens_for_baseline: In animal efficacy studies , Anthim demonstrated complete protection against an anthrax spore challenge with a single prophylactic dose and has shown significant protection when administered up to two days after a lethal challenge . ( Pharmabiz.com , 26Jun06 ) ( Link )

source_bert_toks: in animal efficacy studies , ant ##him demonstrated complete protection against an ant ##hra ##x sp ##ore challenge with a single prop ##hyl ##actic dose and has shown significant protection when administered up to two days after a lethal challenge . ( ph ##arm ##abi ##z . com , 26 ##jun ##0 ##6 ) ( link )

reference_raw: In animal efficacy studies, Anthim demonstrated complete protection against anthrax spore disease with a single prophylactic dosage and demonstrated significant protection when administered up to two days after a fatal challenge (Pharmabiz.com, 26 June 2006) (Link)

reference_spacy_tokens: In animal efficacy studies , Anthim demonstrated complete protection against anthrax spore disease with a single prophylactic dosage and demonstrated significant protection when administered up to two days after a fatal challenge ( Pharmabiz.com , 26 June 2006 ) ( Link )


fn_spacy_tokens_for_baseline: Drain and refresh immediately by steeping them in cold water .

source_bert_toks: drain and ref ##resh immediately by steep ##ing them in cold water .

reference_raw: Drin and refresh immediately by stoking them in cold water.

reference_spacy_tokens: Drin and refresh immediately by stoking them in cold water .


fn_spacy_tokens_for_baseline: It was very ungracious of me .

source_bert_toks: it was very un ##gra ##cious of me .

reference_raw: That was very rude of me.

reference_spacy_tokens: That was very rude of me .


fn_spacy_tokens_for_baseline: Our extraordinary permanent collection , facility , and grounds , we understand full well , would not be possible without the philanthropic support of civic - minded men and women .

source_bert_toks: our extraordinary permanent collection , facility , and grounds , we understand full well , would not be possible without the philanthropic support of civic - minded men and women .

reference_raw: Our special permanent collection, equipment, and grounds, as we understand it, would not have been possible without the philanthropic support of the civil-minded men and women.

reference_spacy_tokens: Our special permanent collection , equipment , and grounds , as we understand it , would not have been possible without the philanthropic support of the civil - minded men and women .


fn_spacy_tokens_for_baseline: The site of the Temple eventually became identified as Mt. Moriah , on which it stood , where Abraham was called to sacrifice his son Isaac .

source_bert_toks: the site of the temple eventually became identified as mt . mori ##ah , on which it stood , where abraham was called to sacrifice his son isaac .

reference_raw: In the end, the place of the temple was identified as Mount Moriah, where Abraham had been summoned to give up his son Isaac.

reference_spacy_tokens: In the end , the place of the temple was identified as Mount Moriah , where Abraham had been summoned to give up his son Isaac .


fn_spacy_tokens_for_baseline: It was a gloomy , high - ceilinged room at the back of the house , with a straw litter in one corner , which served apparently as a bed for the cook .

source_bert_toks: it was a gloom ##y , high - ceiling ##ed room at the back of the house , with a straw litter in one corner , which served apparently as a bed for the cook .

reference_raw: In the back of the house was a dark, high-ceilinged room with a straw litter in one corner that seemed to serve as a bed for the chef.

reference_spacy_tokens: In the back of the house was a dark , high - ceilinged room with a straw litter in one corner that seemed to serve as a bed for the chef .


fn_spacy_tokens_for_baseline: It appears that it would n't be until the early 1990s that Iran would advance from assembly to production of the Shehab-1 .

source_bert_toks: it appears that it wouldn ' t be until the early 1990s that iran would advance from assembly to production of the she ##hab - 1 .

reference_raw: It seems that Iran will move from assembly to production of Shehab-1 only in the early 1990s.

reference_spacy_tokens: It seems that Iran will move from assembly to production of Shehab-1 only in the early 1990s .


fn_spacy_tokens_for_baseline: The state legislature helped as well , by legalizing gambling in 1931 and thus solidifying the future of the town , though legislators and residents could never have known this at the time .

source_bert_toks: the state legislature helped as well , by legal ##izing gambling in 1931 and thus solid ##ifying the future of the town , though legislators and residents could never have known this at the time .

reference_raw: The State legislature also helped to legalize gambling in 1931 and thus strengthen the future of the city, although the legislators and residents could not have known that at that moment.

reference_spacy_tokens: The State legislature also helped to legalize gambling in 1931 and thus strengthen the future of the city , although the legislators and residents could not have known that at that moment .


fn_spacy_tokens_for_baseline: RESULTS :

source_bert_toks: results :

reference_raw: REFERENCES:

reference_spacy_tokens: REFERENCES :


fn_spacy_tokens_for_baseline: " Come on , Mark . do n't try to bullshit me .

source_bert_toks: " come on , mark . don ' t try to bullshit me .

reference_raw: "Come on, Mark . . . don't try to talk me out of it."

reference_spacy_tokens: " Come on , Mark . . . do n't try to talk me out of it . "


fn_spacy_tokens_for_baseline: The mountain passes will soon close for the winter .

source_bert_toks: the mountain passes will soon close for the winter .

reference_raw: The mountain passes will soon be shut down for winter.

reference_spacy_tokens: The mountain passes will soon be shut down for winter .


fn_spacy_tokens_for_baseline: Since sexual maturity is achieved at approximately 11 weeks of age in rats , this means that the chemopreventive agent is given during a period of active development of the mammary gland .

source_bert_toks: since sexual maturity is achieved at approximately 11 weeks of age in rats , this means that the che ##mo ##pre ##vent ##ive agent is given during a period of active development of the ma ##mma ##ry gland .

reference_raw: As sexual maturation is reached in rats at approximately 11 weeks of age, this means that the chemopreventive agent is administered during the active development of the mammary gland.

reference_spacy_tokens: As sexual maturation is reached in rats at approximately 11 weeks of age , this means that the chemopreventive agent is administered during the active development of the mammary gland .


fn_spacy_tokens_for_baseline: Paula was already in bed , reading a paper novelette .

source_bert_toks: paula was already in bed , reading a paper novel ##ette .

reference_raw: Paula was already in bed, reading a newspaper novel.

reference_spacy_tokens: Paula was already in bed , reading a newspaper novel .


fn_spacy_tokens_for_baseline: My father 's family name being Pirrip , and my Christian name Philip , my infant tongue could make of both names nothing longer or more explicit than Pip .

source_bert_toks: my father ' s family name being pi ##rri ##p , and my christian name philip , my infant tongue could make of both names nothing longer or more explicit than pip .

reference_raw: My father's family name is Pirrip, and my first name is Philip, my infant language can make both names no longer or more explicit than Pip.

reference_spacy_tokens: My father 's family name is Pirrip , and my first name is Philip , my infant language can make both names no longer or more explicit than Pip .


fn_spacy_tokens_for_baseline: Jesus was put on trial quickly and condemned to crucifixion , a Roman form of execution for political and religious dissidents as well as for common criminals .

source_bert_toks: jesus was put on trial quickly and condemned to cr ##uc ##if ##ix ##ion , a roman form of execution for political and religious di ##ssi ##dents as well as for common criminals .

reference_raw: Jesus was brought to justice quickly and sentenced to crucifixion, a Roman form of execution for both political and religious dissidents and ordinary criminals.

reference_spacy_tokens: Jesus was brought to justice quickly and sentenced to crucifixion , a Roman form of execution for both political and religious dissidents and ordinary criminals .


fn_spacy_tokens_for_baseline: But if he lied , saying that he came to Parfois with no felonious intent , and attacked only when he was surprised and frightened , Isambard would have won a better victory .

source_bert_toks: but if he lied , saying that he came to par ##fo ##is with no fe ##lon ##ious intent , and attacked only when he was surprised and frightened , isa ##mba ##rd would have won a better victory .

reference_raw: But if he had lied and said he had come to Parfois without criminal intent, and had attacked only when he was surprised and frightened, Isambard would have won a better victory.

reference_spacy_tokens: But if he had lied and said he had come to Parfois without criminal intent , and had attacked only when he was surprised and frightened , Isambard would have won a better victory .


fn_spacy_tokens_for_baseline: These occur in nearly all orders of insects but are best developed in the more primitive groups ( Orthoptera , Dermaptera , Isoptera , Odonata ) ; in the higher orders they are more or less reduced .

source_bert_toks: these occur in nearly all orders of insects but are best developed in the more primitive groups ( or ##th ##optera , der ##ma ##pt ##era , iso ##pt ##era , o ##don ##ata ) ; in the higher orders they are more or less reduced .

reference_raw: These occur in almost all insect commands, but are best developed in more primitive groups (Orthoptera, Dermaptera, Isoptera, Odonata) and are more or less reduced in higher commands.

reference_spacy_tokens: These occur in almost all insect commands , but are best developed in more primitive groups ( Orthoptera , Dermaptera , Isoptera , Odonata ) and are more or less reduced in higher commands .


fn_spacy_tokens_for_baseline: ' You 'll be needing some more wine , ' Elinor said handing me another flagon .

source_bert_toks: ' you ' ll be needing some more wine , ' eli ##nor said handing me another flag ##on .

reference_raw: 'You're going to need more wine,' Elinor said, handing me another bottle.

reference_spacy_tokens: ' You 're going to need more wine , ' Elinor said , handing me another bottle .


fn_spacy_tokens_for_baseline: A day after a soldier in their unit was killed by an IED outside Muqdadiya , north of Baghdad , soldiers in an IED search team discovered and detonated a roadside bomb nearby .

source_bert_toks: a day after a soldier in their unit was killed by an ie ##d outside mu ##q ##dad ##iya , north of baghdad , soldiers in an ie ##d search team discovered and detonated a roadside bomb nearby .

reference_raw: The day after a soldier in his unit was killed by an I.E.D. outside of Muqdadiya, north of Baghdad, soldiers in an I.E.D. search team found and detonated a roadside bomb nearby.

reference_spacy_tokens: The day after a soldier in his unit was killed by an I.E.D. outside of Muqdadiya , north of Baghdad , soldiers in an I.E.D. search team found and detonated a roadside bomb nearby .


fn_spacy_tokens_for_baseline: A DEFENCE lawyer was ordered out of court yesterday because he appeared before magistrates with his shoelaces undone .

source_bert_toks: a defence lawyer was ordered out of court yesterday because he appeared before magistrates with his shoe ##lace ##s undone .

reference_raw: The DEFENCE lawyer was ordered out of court yesterday because he showed up in front of the judges with his shoes undone.

reference_spacy_tokens: The DEFENCE lawyer was ordered out of court yesterday because he showed up in front of the judges with his shoes undone .


fn_spacy_tokens_for_baseline: He was a brave goalkeeper and every Palace fan rued the day when it was announced that he would have to give up his career .

source_bert_toks: he was a brave goalkeeper and every palace fan rue ##d the day when it was announced that he would have to give up his career .

reference_raw: He was a brave goalkeeper, and all the palace fans mourned the day it was announced that he would have to give up his career.

reference_spacy_tokens: He was a brave goalkeeper , and all the palace fans mourned the day it was announced that he would have to give up his career .


fn_spacy_tokens_for_baseline: Since the early 1990s , China has improved its export controls , including the promulgation of regulations on nuclear and nuclear dual - use exports and has pledged to halt exports of nuclear technology to un - safeguarded facilities .

source_bert_toks: since the early 1990s , china has improved its export controls , including the prom ##ul ##gation of regulations on nuclear and nuclear dual - use exports and has pledged to halt exports of nuclear technology to un - safeguard ##ed facilities .

reference_raw: Since the beginning of the 1990s, China has increased its export controls, including the publication of nuclear and nuclear dual-use regulations, and has committed to halt the export of nuclear technology to unprotected facilities.

reference_spacy_tokens: Since the beginning of the 1990s , China has increased its export controls , including the publication of nuclear and nuclear dual - use regulations , and has committed to halt the export of nuclear technology to unprotected facilities .


fn_spacy_tokens_for_baseline: As their eyes held Penry 's changed , narrowing to a sudden glitter between his lashes .

source_bert_toks: as their eyes held pen ##ry ' s changed , narrowing to a sudden glitter between his lashes .

reference_raw: As they watched the change in Penry's eyes, it narrowed to a sudden sparkle between his eyelashes.

reference_spacy_tokens: As they watched the change in Penry 's eyes , it narrowed to a sudden sparkle between his eyelashes .


fn_spacy_tokens_for_baseline: As capital of Europe 's most explosive economy , Dublin seems to be changing before your very eyes .

source_bert_toks: as capital of europe ' s most explosive economy , dublin seems to be changing before your very eyes .

reference_raw: As the capital of the most volatile European economy, Dublin appears to be changing in front of you.

reference_spacy_tokens: As the capital of the most volatile European economy , Dublin appears to be changing in front of you .


fn_spacy_tokens_for_baseline: Stores do not open until 10 am or later , but shopping goes on into the evening , up to 9:30 pm .

source_bert_toks: stores do not open until 10 am or later , but shopping goes on into the evening , up to 9 : 30 pm .

reference_raw: The shops don't start until 10 in the morning or later, but the shops continue until 9:30 in the evening.

reference_spacy_tokens: The shops do n't start until 10 in the morning or later , but the shops continue until 9:30 in the evening .


fn_spacy_tokens_for_baseline: This is quite appropriate because he is the Emperor of Turkey , and a mighty one at that .

source_bert_toks: this is quite appropriate because he is the emperor of turkey , and a mighty one at that .

reference_raw: That's a good thing, because he's an Imperial of Turkey, and he's powerful at it.

reference_spacy_tokens: That 's a good thing , because he 's an Imperial of Turkey , and he 's powerful at it .


fn_spacy_tokens_for_baseline: At 14.1 % , joblessness among men is higher than its previous peak .

source_bert_toks: at 14 . 1 % , job ##lessness among men is higher than its previous peak .

reference_raw: At 14.1%, male unemployment is higher than the previous peak.

reference_spacy_tokens: At 14.1 % , male unemployment is higher than the previous peak .


fn_spacy_tokens_for_baseline: I do n't . you must n't - " she jabbered .

source_bert_toks: i don ' t . you must ##n ' t - " she ja ##bber ##ed .

reference_raw: I don't know, you can't-" she said.

reference_spacy_tokens: I do n't know , you can't- " she said .


fn_spacy_tokens_for_baseline: The Indiana General Assembly also has played an important part , appropriating $ 10 million for the program .

source_bert_toks: the indiana general assembly also has played an important part , app ##rop ##ria ##ting $ 10 million for the program .

reference_raw: The Indiana General Assembly has also played an important role in appropriating $10 million for the program.

reference_spacy_tokens: The Indiana General Assembly has also played an important role in appropriating $ 10 million for the program .


fn_spacy_tokens_for_baseline: After an ominous moment of silence , when not a leaf fluttered , two incandescent white worms of lightning flashed across the sky .

source_bert_toks: after an ominous moment of silence , when not a leaf fluttered , two inca ##nde ##scent white worms of lightning flashed across the sky .

reference_raw: After an ominous moment of silence, when no leaf fluttered, two flaming white maggots of lightning flickered across the sky.

reference_spacy_tokens: After an ominous moment of silence , when no leaf fluttered , two flaming white maggots of lightning flickered across the sky .


fn_spacy_tokens_for_baseline: The pipe uncovered in Ballymena , the witness estimated , could have contained about nine grammes of fireworks powder .

source_bert_toks: the pipe uncovered in ball ##yme ##na , the witness estimated , could have contained about nine gram ##mes of fireworks powder .

reference_raw: According to the witness, the pipe uncovered in Ballymena could contain about nine grams of fireworks powder.

reference_spacy_tokens: According to the witness , the pipe uncovered in Ballymena could contain about nine grams of fireworks powder .


fn_spacy_tokens_for_baseline: Might even go nursing -- I did a bit once -- and I could live in the hostel . '

source_bert_toks: might even go nursing - - i did a bit once - - and i could live in the hostel . '

reference_raw: Maybe I'll even go breast-feeding -- I've done a little one time -- and I can live in a hotel.'

reference_spacy_tokens: Maybe I 'll even go breast - feeding -- I 've done a little one time -- and I can live in a hotel . '


fn_spacy_tokens_for_baseline: Widowed four years ago , she lives off two pensions left by her late husband .

source_bert_toks: widowed four years ago , she lives off two pensions left by her late husband .

reference_raw: She was widowed four years ago, living off the two pensions that her late husband gave her.

reference_spacy_tokens: She was widowed four years ago , living off the two pensions that her late husband gave her .


fn_spacy_tokens_for_baseline: WHEN the Angolan government delegates flew back last week to Luanda from Abidjan , capital of Cote d'Ivoire , few were mourning the abortive six - week peace talks they had left behind .

source_bert_toks: when the angola ##n government delegates flew back last week to lu ##anda from ab ##id ##jan , capital of cote d ' ivo ##ire , few were mourning the ab ##ort ##ive six - week peace talks they had left behind .

reference_raw: When the delegates from the Angolan government flew back to Luanda last week from Abidjan, the capital of Cote d'Ivoire, few of them grieved for the abortive six-week peace talks they had left behind.

reference_spacy_tokens: When the delegates from the Angolan government flew back to Luanda last week from Abidjan , the capital of Cote d'Ivoire , few of them grieved for the abortive six - week peace talks they had left behind .


fn_spacy_tokens_for_baseline: Burun 's eldest son was a tall rangy man with a lot of muscle and sinew .

source_bert_toks: bu ##run ' s eldest son was a tall rang ##y man with a lot of muscle and sin ##ew .

reference_raw: Burun's eldest son was a tall, ranged man with a great deal of muscle and sinew.

reference_spacy_tokens: Burun 's eldest son was a tall , ranged man with a great deal of muscle and sinew .


fn_spacy_tokens_for_baseline: My i d looks a lot like Cave Slayer Buffy .

source_bert_toks: my id looks a lot like cave slayer buffy .

reference_raw: My I.D. looks like Cave Slayer Buffy.

reference_spacy_tokens: My I.D. looks like Cave Slayer Buffy .


fn_spacy_tokens_for_baseline: Tour Reveals a Fierce Los Alamos Firefight

source_bert_toks: tour reveals a fierce los alam ##os fire ##fight

reference_raw: Tour Reveals the Fire Los Alamos fire.

reference_spacy_tokens: Tour Reveals the Fire Los Alamos fire .


fn_spacy_tokens_for_baseline: This not only strained the backs of my arms but also made the aluminium legs screech against the ground , which set my teeth on edge .

source_bert_toks: this not only strained the backs of my arms but also made the aluminium legs sc ##ree ##ch against the ground , which set my teeth on edge .

reference_raw: It not only tightened the backs of my arms, but also caused the aluminum legs to creak against the ground, which set my teeth to the edge.

reference_spacy_tokens: It not only tightened the backs of my arms , but also caused the aluminum legs to creak against the ground , which set my teeth to the edge .


fn_spacy_tokens_for_baseline: Under Secretary of State for Political Affairs Marc Grossman knew of Sheehan 's severe demands and instructed Ambassador Milam to reiterate them to the Taliban .

source_bert_toks: under secretary of state for political affairs marc gross ##man knew of she ##ehan ' s severe demands and instructed ambassador mil ##am to rei ##tera ##te them to the taliban .

reference_raw: Marc Grossman, under the Secretary of State for Political Affairs, was aware of Sheehan's serious demands and ordered Ambassador Milam to repeat them to the Taliban.

reference_spacy_tokens: Marc Grossman , under the Secretary of State for Political Affairs , was aware of Sheehan 's serious demands and ordered Ambassador Milam to repeat them to the Taliban .


fn_spacy_tokens_for_baseline: Many of the chemical weapons storage facilities lack a basic automatic alarm system to warn of dangerous levels of agent in the air .

source_bert_toks: many of the chemical weapons storage facilities lack a basic automatic alarm system to warn of dangerous levels of agent in the air .

reference_raw: Many chemical weapons storage facilities lack a basic automatic warning system to warn against dangerous levels of agents in the air.

reference_spacy_tokens: Many chemical weapons storage facilities lack a basic automatic warning system to warn against dangerous levels of agents in the air .


fn_spacy_tokens_for_baseline: The unit , along with allied coalition forces , was part of a patrol that has been sweeping the area in search of enemy contingents .

source_bert_toks: the unit , along with allied coalition forces , was part of a patrol that has been sweeping the area in search of enemy contingent ##s .

reference_raw: The unit, together with allied coalition forces, was part of a patrol that searched the area in search of enemy contingents.

reference_spacy_tokens: The unit , together with allied coalition forces , was part of a patrol that searched the area in search of enemy contingents .


fn_spacy_tokens_for_baseline: I countered this by intermixing with the transoxides .

source_bert_toks: i countered this by inter ##mi ##xing with the trans ##oxide ##s .

reference_raw: I countered it by mixing with transoxides.

reference_spacy_tokens: I countered it by mixing with transoxides .


fn_spacy_tokens_for_baseline: They were a happy family and very hospitable , but Mary told me I was not to call too often or I would wear out my welcome .

source_bert_toks: they were a happy family and very ho ##sp ##ita ##ble , but mary told me i was not to call too often or i would wear out my welcome .

reference_raw: They were a happy family and very welcoming, but Mary told me not to call too often, or I'd wear out my welcome.

reference_spacy_tokens: They were a happy family and very welcoming , but Mary told me not to call too often , or I 'd wear out my welcome .


fn_spacy_tokens_for_baseline: Key data sources for DPRK include defector testimony , which may be unreliable given possibility of deliberate disinformation by double agents and defectors exaggerating what they know , and unclassified estimates by US intelligence agencies , which may have certain biases based on national interest , worst - case expectations , domestic politics , etc . Also , most estimates do not rely on original texts in Korean , which may introduce some errors due to translation issues .

source_bert_toks: key data sources for d ##pr ##k include defect ##or testimony , which may be unreliable given possibility of deliberate di ##sin ##form ##ation by double agents and defect ##ors ex ##agger ##ating what they know , and un ##class ##ified estimates by us intelligence agencies , which may have certain bias ##es based on national interest , worst - case expectations , domestic politics , etc . also , most estimates do not rely on original texts in korean , which may introduce some errors due to translation issues .

reference_raw: The main data sources for the DPRK include defector testimony, which may be unreliable due to the possibility of intentional disinformation by double agents and defectors exaggerating what they know, and unclassified estimates by U.S. intelligence agencies, which may have some prejudices based on national interest, worst case expectations, domestic policy, etc.

reference_spacy_tokens: The main data sources for the DPRK include defector testimony , which may be unreliable due to the possibility of intentional disinformation by double agents and defectors exaggerating what they know , and unclassified estimates by U.S. intelligence agencies , which may have some prejudices based on national interest , worst case expectations , domestic policy , etc .


fn_spacy_tokens_for_baseline: Then , at a signal , the ringers begin varying the order in which the bells sound without altering the steady rhythm of the striking .

source_bert_toks: then , at a signal , the ring ##ers begin varying the order in which the bells sound without altering the steady rhythm of the striking .

reference_raw: Then, at the signal, the ringers begin to change the order in which the bells are ringing without changing the steady beat of the strike.

reference_spacy_tokens: Then , at the signal , the ringers begin to change the order in which the bells are ringing without changing the steady beat of the strike .


fn_spacy_tokens_for_baseline: But in fact , there have been changes , many of them due to economic progress , new construction , and other factors that influence cities all over the world .

source_bert_toks: but in fact , there have been changes , many of them due to economic progress , new construction , and other factors that influence cities all over the world .

reference_raw: In fact, there have been changes, many of them due to economic progress, new buildings, and other factors affecting cities around the world.

reference_spacy_tokens: In fact , there have been changes , many of them due to economic progress , new buildings , and other factors affecting cities around the world .


fn_spacy_tokens_for_baseline: ( NYT_ENG _ 20130625.0044 ) Meanwhile , in Pretoria , doctors continued to treat Mandela for a lung ailment that he contracted on Robben Island , the notorious apartheid - era prison where he spent much of his 27 years behind bars until his release in 1990 .

source_bert_toks: ( ny ##t _ eng _ 2013 ##0 ##6 ##25 . 00 ##44 ) meanwhile , in pretoria , doctors continued to treat mandela for a lung ai ##lm ##ent that he contracted on robb ##en island , the notorious apartheid - era prison where he spent much of his 27 years behind bars until his release in 1990 .

reference_raw: (NYT_ENG_20130625.0044) Meanwhile, in Pretoria, doctors continued to treat Mandela for the lung disease he had contracted on Robben Island, the infamous apartheid-era prison, where he had been in prison for most of his 27 years until his release in 1990.

reference_spacy_tokens: ( NYT_ENG_20130625.0044 ) Meanwhile , in Pretoria , doctors continued to treat Mandela for the lung disease he had contracted on Robben Island , the infamous apartheid - era prison , where he had been in prison for most of his 27 years until his release in 1990 .


fn_spacy_tokens_for_baseline: If you save the scrapings from sharpening , these can be squished hard on to the paper .

source_bert_toks: if you save the scraping ##s from sharpe ##ning , these can be sq ##uis ##hed hard on to the paper .

reference_raw: If you save the scratches from sharpening, you can squeeze them hard into the paper.

reference_spacy_tokens: If you save the scratches from sharpening , you can squeeze them hard into the paper .


fn_spacy_tokens_for_baseline: If we 're talking about outside auditors , whether it 's a letter , a fax or whatever wo n't make any difference as they wo n't quibble over things like order forms and stuff .

source_bert_toks: if we ' re talking about outside auditor ##s , whether it ' s a letter , a fa ##x or whatever won ' t make any difference as they won ' t qui ##bble over things like order forms and stuff .

reference_raw: When we're talking about external auditors, whether it's a letter or a fax or something, it doesn't matter because they don't stop talking about things like order forms and stuff.

reference_spacy_tokens: When we 're talking about external auditors , whether it 's a letter or a fax or something , it does n't matter because they do n't stop talking about things like order forms and stuff .


fn_spacy_tokens_for_baseline: Firefighters Responsibilities : 1- Firefighting training 2- Evacuation training 3- Supervise the fire equipment in order to ensure : A : It remains in place B : Does not get damaged 4- Run some tests to identify the negatives .

source_bert_toks: firefighters responsibilities : 1 - fire ##fighting training 2 - evacuation training 3 - supervise the fire equipment in order to ensure : a : it remains in place b : does not get damaged 4 - run some tests to identify the negative ##s .

reference_raw: Firemen Responsibilities: 1-Firefighting training 2-Evacuation training 3-Supervise fire equipment to ensure: A: Stays in place B: Do not get damaged 4-Do some tests to detect negatives.

reference_spacy_tokens: Firemen Responsibilities : 1-Firefighting training 2-Evacuation training 3-Supervise fire equipment to ensure : A : Stays in place B : Do not get damaged 4-Do some tests to detect negatives .


fn_spacy_tokens_for_baseline: Any one of a host of international or domestic factors , however , could accelerate or delay these developments .

source_bert_toks: any one of a host of international or domestic factors , however , could accelerate or delay these developments .

reference_raw: However, any host of international or national factors could speed up or postpone such developments.

reference_spacy_tokens: However , any host of international or national factors could speed up or postpone such developments .


fn_spacy_tokens_for_baseline: Joyce , the high priest of literary Modernism , imagined and interpreted Dublin for the world in Ulysses ( you 'll see references to it all over ) .

source_bert_toks: joyce , the high priest of literary modernism , imagined and interpreted dublin for the world in ulysses ( you ' ll see references to it all over ) .

reference_raw: Joyce, High Priest of Literal Modernism, imagined and interpreted Dublin for the world in Ulysses (you will see references to it everywhere).

reference_spacy_tokens: Joyce , High Priest of Literal Modernism , imagined and interpreted Dublin for the world in Ulysses ( you will see references to it everywhere ) .


fn_spacy_tokens_for_baseline: Geographically it is extremely diverse , with a central backbone of high mountains and hills blanketed with tropical rain - forest .

source_bert_toks: geographically it is extremely diverse , with a central backbone of high mountains and hills blanket ##ed with tropical rain - forest .

reference_raw: The geographical area is very diverse, with a central backbone of high mountains and hills covered with tropical rainforests.

reference_spacy_tokens: The geographical area is very diverse , with a central backbone of high mountains and hills covered with tropical rainforests .


fn_spacy_tokens_for_baseline: With rail service in place and forty blocks of private property , it was ready to become a real town .

source_bert_toks: with rail service in place and forty blocks of private property , it was ready to become a real town .

reference_raw: With the railway service in place and the 40-block private property, the city was ready to become a real city.

reference_spacy_tokens: With the railway service in place and the 40-block private property , the city was ready to become a real city .


fn_spacy_tokens_for_baseline: All the shots missed their target , but one hit a nearby tourist in the leg .

source_bert_toks: all the shots missed their target , but one hit a nearby tourist in the leg .

reference_raw: All the shots missed their target, but one of them struck a nearby tourist in the leg.

reference_spacy_tokens: All the shots missed their target , but one of them struck a nearby tourist in the leg .


fn_spacy_tokens_for_baseline: The following dishes depend upon fresh , flavourful , and well - chosen raw materials .

source_bert_toks: the following dishes depend upon fresh , flavour ##ful , and well - chosen raw materials .

reference_raw: The following meals depend on fresh, tasteful and well-chosen raw materials.

reference_spacy_tokens: The following meals depend on fresh , tasteful and well - chosen raw materials .


fn_spacy_tokens_for_baseline: Large and white , Manabozho was believed to live on an iceberg , the smoke from his pipe taking the form of mist on the surrounding water .

source_bert_toks: large and white , mana ##bo ##zh ##o was believed to live on an ice ##berg , the smoke from his pipe taking the form of mist on the surrounding water .

reference_raw: Big and white, Manabozho was believed to live on a glacier, and the smoke from his pipe took the form of fog in the water around him.

reference_spacy_tokens: Big and white , Manabozho was believed to live on a glacier , and the smoke from his pipe took the form of fog in the water around him .


fn_spacy_tokens_for_baseline: Now he stood near the door with his hands clasping each other behind his back and his scalp itching furiously in the heat .

source_bert_toks: now he stood near the door with his hands clasp ##ing each other behind his back and his scalp it ##ching furiously in the heat .

reference_raw: Now he was standing close to the door, hands clasped behind his back, his scalp aching in the heat.

reference_spacy_tokens: Now he was standing close to the door , hands clasped behind his back , his scalp aching in the heat .


fn_spacy_tokens_for_baseline: If muggers can be deterred by punitive sentencing , then some of them must be made an example of .

source_bert_toks: if mug ##gers can be deter ##red by pun ##itive sentencing , then some of them must be made an example of .

reference_raw: If robbers can be discouraged by criminal convictions, some of them need to be exampled.

reference_spacy_tokens: If robbers can be discouraged by criminal convictions , some of them need to be exampled .


fn_spacy_tokens_for_baseline: Not that he 's cruel in any way , he 's just thoughtless .

source_bert_toks: not that he ' s cruel in any way , he ' s just thought ##less .

reference_raw: It's not that he's cruel, it's just that he's reckless.

reference_spacy_tokens: It 's not that he 's cruel , it 's just that he 's reckless .


fn_spacy_tokens_for_baseline: Teeth like yellow plates clashed at them .

source_bert_toks: teeth like yellow plates clashed at them .

reference_raw: Teeth clattered at them like yellow plates.

reference_spacy_tokens: Teeth clattered at them like yellow plates .


fn_spacy_tokens_for_baseline: The consultation also showed widespread support for the proposition that the law should not allow trade union dues to be deducted from an employee 's salary without his or her individual consent .

source_bert_toks: the consultation also showed widespread support for the proposition that the law should not allow trade union due ##s to be de ##ducted from an employee ' s salary without his or her individual consent .

reference_raw: The consultation also showed broad support for the proposal that the law should not allow trade union claims to be deducted from the employee's salary without his individual consent.

reference_spacy_tokens: The consultation also showed broad support for the proposal that the law should not allow trade union claims to be deducted from the employee 's salary without his individual consent .


fn_spacy_tokens_for_baseline: Cube 3 oz butter and rub into flour .

source_bert_toks: cube 3 oz butter and rub into flour .

reference_raw: Cut three oz butter and rub it in flour.

reference_spacy_tokens: Cut three oz butter and rub it in flour .


fn_spacy_tokens_for_baseline: Iran currently possesses the capability to employ ballistic missiles and/or long - range artillery rockets against its regional neighbors , Israel , and US forces deployed in the region .

source_bert_toks: iran currently possesses the capability to employ ballistic missiles and / or long - range artillery rockets against its regional neighbors , israel , and us forces deployed in the region .

reference_raw: Iran currently has the capacity to use ballistic missiles and/or long-range artillery missiles against its local neighbours, Israel, and the US forces deployed in the region.

reference_spacy_tokens: Iran currently has the capacity to use ballistic missiles and/or long - range artillery missiles against its local neighbours , Israel , and the US forces deployed in the region .


fn_spacy_tokens_for_baseline: He had twisted in that grip , tried to bring the gun round to bear on that monstrous maw .

source_bert_toks: he had twisted in that grip , tried to bring the gun round to bear on that monstrous ma ##w .

reference_raw: He twisted in his grip and tried to bring the gun around to bear on the monstrous jaw.

reference_spacy_tokens: He twisted in his grip and tried to bring the gun around to bear on the monstrous jaw .


fn_spacy_tokens_for_baseline: Mr Knight , who angered colleagues when he lashed out at homosexuals by saying ' Stop sodomy ' during the General Election campaign last year , said the gay issue had played a part in his decision .

source_bert_toks: mr knight , who angered colleagues when he lashed out at homosexual ##s by saying ' stop so ##dom ##y ' during the general election campaign last year , said the gay issue had played a part in his decision .

reference_raw: Mr. Knight, who irritated his colleagues when he lashed out at homosexuals by saying "Stop Sodomy" during the general election campaign last year, said that the gay problem played a role in his decision-making process.

reference_spacy_tokens: Mr. Knight , who irritated his colleagues when he lashed out at homosexuals by saying " Stop Sodomy " during the general election campaign last year , said that the gay problem played a role in his decision - making process .


fn_spacy_tokens_for_baseline: The adoption of a more broadly - based approach would help .

source_bert_toks: the adoption of a more broadly - based approach would help .

reference_raw: It would be helpful to adopt a more wide-ranging attitude.

reference_spacy_tokens: It would be helpful to adopt a more wide - ranging attitude .


fn_spacy_tokens_for_baseline: I ended up going over the falls and being held under for a long time , and thinking there was no way I was going to come up before the next wave came across .

source_bert_toks: i ended up going over the falls and being held under for a long time , and thinking there was no way i was going to come up before the next wave came across .

reference_raw: In the end, I went through the waterfalls and they kept me under for a long time, and I didn't think I'd be able to get there before the next wave hit me.

reference_spacy_tokens: In the end , I went through the waterfalls and they kept me under for a long time , and I did n't think I 'd be able to get there before the next wave hit me .


fn_spacy_tokens_for_baseline: Amazing what it does to one 's heart rate and one 's short - term memory .

source_bert_toks: amazing what it does to one ' s heart rate and one ' s short - term memory .

reference_raw: It's amazing what it does to your heartbeat and your short-term memory.

reference_spacy_tokens: It 's amazing what it does to your heartbeat and your short - term memory .


fn_spacy_tokens_for_baseline: Yet few of us hear enough about kids who live through these adversities and do make the grade .

source_bert_toks: yet few of us hear enough about kids who live through these ad ##vers ##ities and do make the grade .

reference_raw: But only a few of us have heard enough about children who survive this kind of adversity and make their grades.

reference_spacy_tokens: But only a few of us have heard enough about children who survive this kind of adversity and make their grades .


fn_spacy_tokens_for_baseline: Vaughan 's dinner cooking usually begins just as her two sons return from school in the afternoon .

source_bert_toks: vaughan ' s dinner cooking usually begins just as her two sons return from school in the afternoon .

reference_raw: Vaughan's dinner party usually starts when her two sons get back from school this afternoon.

reference_spacy_tokens: Vaughan 's dinner party usually starts when her two sons get back from school this afternoon .


fn_spacy_tokens_for_baseline: A witness at the trial of two men accused of the murder of a police informer has claimed that one defendent drove the victim to a meeting with the other , who them killed him .

source_bert_toks: a witness at the trial of two men accused of the murder of a police inform ##er has claimed that one defend ##ent drove the victim to a meeting with the other , who them killed him .

reference_raw: A witness in a court of two men charged with the murder of a police informant claims that one of the defendants drove the victim to a meeting with the other and killed him.

reference_spacy_tokens: A witness in a court of two men charged with the murder of a police informant claims that one of the defendants drove the victim to a meeting with the other and killed him .


fn_spacy_tokens_for_baseline: At first you may well have to put the puppy on its leash and keep it close to you if it is not to be an annoyance when visitors call .

source_bert_toks: at first you may well have to put the puppy on its leash and keep it close to you if it is not to be an annoyance when visitors call .

reference_raw: At first, you might have to put a puppy on a leash and keep it close if you don't want to be a nuisance when visitors call.

reference_spacy_tokens: At first , you might have to put a puppy on a leash and keep it close if you do n't want to be a nuisance when visitors call .


fn_spacy_tokens_for_baseline: Without a backward glance at Brooklands or the woman who stood watching them from the doorway , she pulled out into the flow of traffic , her tyres squealing on the loose gravel drive .

source_bert_toks: without a backward glance at brook ##lands or the woman who stood watching them from the doorway , she pulled out into the flow of traffic , her tyres sq ##ue ##aling on the loose gravel drive .

reference_raw: Without looking back at Brooklands or the woman who was watching them from the doorway, she stepped out into the traffic, her tires screeching on the loose gravel drive.

reference_spacy_tokens: Without looking back at Brooklands or the woman who was watching them from the doorway , she stepped out into the traffic , her tires screeching on the loose gravel drive .


fn_spacy_tokens_for_baseline: The courtyard around the Temple was expanded to accommodate hundreds of thousands of pilgrims , and the Temple Mount was shored up by retaining walls made with great stone blocks .

source_bert_toks: the courtyard around the temple was expanded to accommodate hundreds of thousands of pilgrims , and the temple mount was shore ##d up by retaining walls made with great stone blocks .

reference_raw: The yard around the temple had been expanded to accommodate hundreds of thousands of pilgrims, and the Temple Mount had been shored by the preservation of walls made of great stone blocks.

reference_spacy_tokens: The yard around the temple had been expanded to accommodate hundreds of thousands of pilgrims , and the Temple Mount had been shored by the preservation of walls made of great stone blocks .


fn_spacy_tokens_for_baseline: Although well - made clubs ought to last a lifetime , I have already owned 16 different sets and tried more than that number in a futile search for The Touch .

source_bert_toks: although well - made clubs ought to last a lifetime , i have already owned 16 different sets and tried more than that number in a futile search for the touch .

reference_raw: Although well-designed clubs should go on for the rest of my life, I've already owned 16 different sets and tried more than this number in a futile search for the Touch.

reference_spacy_tokens: Although well - designed clubs should go on for the rest of my life , I 've already owned 16 different sets and tried more than this number in a futile search for the Touch .


fn_spacy_tokens_for_baseline: He says ; They just picked Oxford because it would be scenic .

source_bert_toks: he says ; they just picked oxford because it would be scenic .

reference_raw: They just chose Oxford because it'd be a scene.

reference_spacy_tokens: They just chose Oxford because it 'd be a scene .


fn_spacy_tokens_for_baseline: In a televised speech on NET , the fire department spokesman Ioannis Kapakis stated that " the strength of the winds has increased and the situation remains particularly difficult . "

source_bert_toks: in a televised speech on net , the fire department spokesman io ##ann ##is ka ##pa ##kis stated that " the strength of the winds has increased and the situation remains particularly difficult . "

reference_raw: In a TV talk on NET, firefighter Ioannis Kapakis said, "Wind power has increased and the situation remains particularly difficult."

reference_spacy_tokens: In a TV talk on NET , firefighter Ioannis Kapakis said , " Wind power has increased and the situation remains particularly difficult . "


fn_spacy_tokens_for_baseline: ' It 's certain sure that there are poor devils on that boat who 've been cheated and do n't yet know it .

source_bert_toks: ' it ' s certain sure that there are poor devils on that boat who ' ve been cheated and don ' t yet know it .

reference_raw: 'Surely there are poor devils on that ship who have been deceived and who do not yet know it.

reference_spacy_tokens: ' Surely there are poor devils on that ship who have been deceived and who do not yet know it .


fn_spacy_tokens_for_baseline: Hatton Locks on the Grand Union Canal where the 21 locks rise over 45 metres through the Warwickshire countryside .

source_bert_toks: hat ##ton locks on the grand union canal where the 21 locks rise over 45 metres through the warwickshire countryside .

reference_raw: Hatton locks on the Grand Union Canal, where 21 locks extend more than 45 meters across the countryside of Warwickshire.

reference_spacy_tokens: Hatton locks on the Grand Union Canal , where 21 locks extend more than 45 meters across the countryside of Warwickshire .


fn_spacy_tokens_for_baseline: I have become expert at avoiding him , but on the unlucky occasions when I am forced to talk to him , he foams at the mouth and talks gibberish .

source_bert_toks: i have become expert at avoiding him , but on the un ##lu ##cky occasions when i am forced to talk to him , he foam ##s at the mouth and talks gi ##bber ##ish .

reference_raw: I've become a specialist in avoiding him, but on unfortunate occasions, when I'm forced to talk to him, he froths his mouth and talks gibberishly.

reference_spacy_tokens: I 've become a specialist in avoiding him , but on unfortunate occasions , when I 'm forced to talk to him , he froths his mouth and talks gibberishly .


fn_spacy_tokens_for_baseline: The truth is that obligatory recycling protects markets as well as the environment .

source_bert_toks: the truth is that obligatory recycling protects markets as well as the environment .

reference_raw: The truth is that mandatory recycling protects both markets and the environment.

reference_spacy_tokens: The truth is that mandatory recycling protects both markets and the environment .


fn_spacy_tokens_for_baseline: And when she understands this ( Columbus dreams ) the blood at once congeals , becoming a thick and verminous sludge .

source_bert_toks: and when she understands this ( columbus dreams ) the blood at once cong ##eal ##s , becoming a thick and ve ##rmin ##ous sl ##udge .

reference_raw: And when he understands it (Columbus dreams), the blood congests at once and becomes a thick and verminous sludge.

reference_spacy_tokens: And when he understands it ( Columbus dreams ) , the blood congests at once and becomes a thick and verminous sludge .


fn_spacy_tokens_for_baseline: It becomes an example of a phenomenon familiar to R&D workers : T. H. Huxley 's " Great tragedy of science - the slaying of a beautiful hypothesis by an ugly fact . "

source_bert_toks: it becomes an example of a phenomenon familiar to r & d workers : t . h . hu ##xley ' s " great tragedy of science - the sl ##ay ##ing of a beautiful hypothesis by an ugly fact . "

reference_raw: This is an example of a phenomenon known to R&D workers: T.H. Huxley's "Great tragedy of science - the killing of a beautiful hypothesis by an ugly fact."

reference_spacy_tokens: This is an example of a phenomenon known to R&D workers : T.H. Huxley 's " Great tragedy of science - the killing of a beautiful hypothesis by an ugly fact . "


fn_spacy_tokens_for_baseline: Beside him on the counter were large dirty bottles of gilt glass from which he would take out the stoppers and daub them on the sleeves of passers - by .

source_bert_toks: beside him on the counter were large dirty bottles of gil ##t glass from which he would take out the stop ##pers and da ##ub them on the sleeves of pass ##ers - by .

reference_raw: Beside him on the counter were large, dirty bottles of gilt glass, from which he would remove the stoppers and rub them on the sleeves of the passerby.

reference_spacy_tokens: Beside him on the counter were large , dirty bottles of gilt glass , from which he would remove the stoppers and rub them on the sleeves of the passerby .


fn_spacy_tokens_for_baseline: He was one - eyed with a great purple birthmark across his face ; he must be the same fellow who had been closeted so secretly with Irvine at the Sea Barque in Leicester .

source_bert_toks: he was one - eyed with a great purple birth ##mark across his face ; he must be the same fellow who had been closet ##ed so secretly with irvine at the sea bar ##que in leicester .

reference_raw: He had one eye with a large purple mark on his face; he had to be the same man who had been so secretly locked up with Irvine at the Sea Barque in Leicester.

reference_spacy_tokens: He had one eye with a large purple mark on his face ; he had to be the same man who had been so secretly locked up with Irvine at the Sea Barque in Leicester .


fn_spacy_tokens_for_baseline: He was fond of music , had a tolerable voice , and sang with taste . '

source_bert_toks: he was fond of music , had a to ##ler ##able voice , and sang with taste . '

reference_raw: He liked music, his voice tolerant, and he sang with taste.'

reference_spacy_tokens: He liked music , his voice tolerant , and he sang with taste . '


fn_spacy_tokens_for_baseline: Although many of the largest emergency glazing companies carry large stocks of glass , they have had to call on manufacturers , especially Pilkington 's , for extra supplies .

source_bert_toks: although many of the largest emergency g ##la ##zing companies carry large stocks of glass , they have had to call on manufacturers , especially pi ##lk ##ington ' s , for extra supplies .

reference_raw: Although many of the largest emergency glazing companies have large quantities of glass, they had to call on manufacturers, especially Pilkington's, to obtain additional supplies.

reference_spacy_tokens: Although many of the largest emergency glazing companies have large quantities of glass , they had to call on manufacturers , especially Pilkington 's , to obtain additional supplies .


fn_spacy_tokens_for_baseline: Although Iran 's economy is not flourishing , unemployment is high and there is a low level of internal unrest concerning the restrictive nature of the Islamic government , ballistic missile and weapons of mass destruction ( WMD ) development continue to receive very high commitments of financial and material resources -- and will likely do so for the foreseeable future .

source_bert_toks: although iran ' s economy is not flourishing , unemployment is high and there is a low level of internal unrest concerning the restrictive nature of the islamic government , ballistic missile and weapons of mass destruction ( w ##md ) development continue to receive very high commitments of financial and material resources - - and will likely do so for the fore ##see ##able future .

reference_raw: While the Iranian economy is not prospering, it is high and there is a low level of internal unrest in relation to the restrictive nature of the Islamic government, the development of ballistic missiles and weapons of mass destruction (WMD) continues to be highly committed to financial and material resources - and is likely to do so in the near future.

reference_spacy_tokens: While the Iranian economy is not prospering , it is high and there is a low level of internal unrest in relation to the restrictive nature of the Islamic government , the development of ballistic missiles and weapons of mass destruction ( WMD ) continues to be highly committed to financial and material resources - and is likely to do so in the near future .


fn_spacy_tokens_for_baseline: Furthermore , to seek ' justice ' when all the court is interested in is ' breakdown ' is , as many respondents discover , a thoroughly dispiriting and disillusioning experience .

source_bert_toks: furthermore , to seek ' justice ' when all the court is interested in is ' breakdown ' is , as many respondents discover , a thoroughly di ##sp ##iri ##ting and di ##sil ##lusion ##ing experience .

reference_raw: In addition, looking for "justice" when all the court cares about is "breakdown" is, as many respondents find, a very depressing and disappointing experience.

reference_spacy_tokens: In addition , looking for " justice " when all the court cares about is " breakdown " is , as many respondents find , a very depressing and disappointing experience .


fn_spacy_tokens_for_baseline: Like many lakes , Semer Water has its legendary sunken village or town , complete with underwater church bells tolling as storm winds move the surface of the lake .

source_bert_toks: like many lakes , se ##mer water has its legendary sunken village or town , complete with underwater church bells toll ##ing as storm winds move the surface of the lake .

reference_raw: Like many lakes, Semer Water has a legendary, sunken village or city, full of underwater church bells that echo as the storm winds move the surface of the lake.

reference_spacy_tokens: Like many lakes , Semer Water has a legendary , sunken village or city , full of underwater church bells that echo as the storm winds move the surface of the lake .


fn_spacy_tokens_for_baseline: At least one cat and one dog had to receive CPR and oxygen , but both are reported to be in stable condition .

source_bert_toks: at least one cat and one dog had to receive cp ##r and oxygen , but both are reported to be in stable condition .

reference_raw: At least one chick and one dog had to be treated with CPR and oxygen, but both were reported to be stable.

reference_spacy_tokens: At least one chick and one dog had to be treated with CPR and oxygen , but both were reported to be stable .


fn_spacy_tokens_for_baseline: The fat lorry - driver on the banquette is snoring like a pasha .

source_bert_toks: the fat lo ##rry - driver on the banquet ##te is s ##nor ##ing like a pasha .

reference_raw: The fat truck driver at the banquet is sniffing like a pasha.

reference_spacy_tokens: The fat truck driver at the banquet is sniffing like a pasha .


fn_spacy_tokens_for_baseline: Thus , we can write w ( d ) = exp ( - ? d ) with ? = 1 - ? / ( L ? - L ) . The condition that the fraction of neutral mutants ? / ( L ? - L ) is much larger than the total fraction of viable mutants among all possible sequences is crucial for the exponential decay of w ( d ) . Consider by contrast the Russian Roulette model by Gavrilets and Gravner [ 40 ] , in which all sequences are randomly assigned a fitness value of either 0 or 1 . The total fraction p of viable sequences in this model is equal to the expected fraction of neutral mutants of any sequence with fitness 1 , and w ( d ) ? p for d MYGT 0 in this model .

source_bert_toks: thus , we can write w ( d ) = ex ##p ( - ? d ) with ? = 1 - ? / ( l ? - l ) . the condition that the fraction of neutral mutants ? / ( l ? - l ) is much larger than the total fraction of viable mutants among all possible sequences is crucial for the exponential decay of w ( d ) . consider by contrast the russian ro ##ule ##tte model by ga ##vr ##ile ##ts and gr ##av ##ner [ 40 ] , in which all sequences are randomly assigned a fitness value of either 0 or 1 . the total fraction p of viable sequences in this model is equal to the expected fraction of neutral mutants of any sequence with fitness 1 , and w ( d ) ? p for d my ##gt 0 in this model .

reference_raw: So we can type w (d) = exp (-?d) with? = 1 - ?/ (L ?-L). The condition that the fraction of neutral mutants?/ (L ?-L) is much larger than the total fraction of viable mutants in all possible sequences is critical to the exponential decomposition of W (D). where all sequences are randomly assigned a fitness value of either 0 or 1. The total fraction p of viable sequences in this model is equal to the expected fraction of neutral mutants of any sequence with fitness 1 and w d? p for dMYGT 0 in this model.

reference_spacy_tokens: So we can type w ( d ) = exp ( -?d ) with ? = 1 - ? / ( L ? -L ) . The condition that the fraction of neutral mutants?/ ( L ? -L ) is much larger than the total fraction of viable mutants in all possible sequences is critical to the exponential decomposition of W ( D ) . where all sequences are randomly assigned a fitness value of either 0 or 1 . The total fraction p of viable sequences in this model is equal to the expected fraction of neutral mutants of any sequence with fitness 1 and w d ? p for dMYGT 0 in this model .


fn_spacy_tokens_for_baseline: It will be remembered that Mr. Garcia , of Wisteria Lodge , was found dead on Oxshott Common , his body showing signs of extreme violence , and that on the same night his servant and his cook fled , which appeared to show their participation in the crime .

source_bert_toks: it will be remembered that mr . garcia , of wi ##ster ##ia lodge , was found dead on ox ##shot ##t common , his body showing signs of extreme violence , and that on the same night his servant and his cook fled , which appeared to show their participation in the crime .

reference_raw: I'll remind you that Mr. Garcia of Wisteria Lodge was found dead at Oxshott Common, his body exhibiting signs of extreme violence, and that on the same night his servant and his cook escaped, which seemed to show their involvement in the crime.

reference_spacy_tokens: I 'll remind you that Mr. Garcia of Wisteria Lodge was found dead at Oxshott Common , his body exhibiting signs of extreme violence , and that on the same night his servant and his cook escaped , which seemed to show their involvement in the crime .


fn_spacy_tokens_for_baseline: The Mycenaeans were an acquisitive race who came to conquer , not to trade .

source_bert_toks: the my ##cen ##aea ##ns were an ac ##qui ##sit ##ive race who came to conquer , not to trade .

reference_raw: The Mycenaeans were an enthusiastic race that came to conquer, not to trade.

reference_spacy_tokens: The Mycenaeans were an enthusiastic race that came to conquer , not to trade .


fn_spacy_tokens_for_baseline: She thought they must have looked ridiculous , two people over thirty surreptitiously clawing at each other through layer upon layer of raincoat , wool and cotton .

source_bert_toks: she thought they must have looked ridiculous , two people over thirty sur ##re ##pt ##iti ##ously claw ##ing at each other through layer upon layer of rain ##coat , wool and cotton .

reference_raw: They must have looked ridiculous, she thought, two people over thirty sneaking at each other through layers of raincoat, wool, and cotton.

reference_spacy_tokens: They must have looked ridiculous , she thought , two people over thirty sneaking at each other through layers of raincoat , wool , and cotton .


fn_spacy_tokens_for_baseline: He said if a doctor starved Tony he would be committing homicide .

source_bert_toks: he said if a doctor starved tony he would be committing homicide .

reference_raw: He said if the doctor starved Tony, he'd commit murder.

reference_spacy_tokens: He said if the doctor starved Tony , he 'd commit murder .


fn_spacy_tokens_for_baseline: I had n't time to climb the knoll and so have yet to explore the inside , but the sight of that dramatic , bald hill crowned by its little building fits well with my own visualization .

source_bert_toks: i hadn ' t time to climb the kn ##oll and so have yet to explore the inside , but the sight of that dramatic , bald hill crowned by its little building fits well with my own visual ##ization .

reference_raw: I haven't had time to climb the hill, and I haven't explored the interior yet, but the sight of that dramatic, bald hill crowned with its small building suits my own imagination.

reference_spacy_tokens: I have n't had time to climb the hill , and I have n't explored the interior yet , but the sight of that dramatic , bald hill crowned with its small building suits my own imagination .


fn_spacy_tokens_for_baseline: Elsewhere , vigilantes barricade affluent suburbs and local imams administer their own justice .

source_bert_toks: elsewhere , vi ##gil ##antes barr ##ica ##de affluent suburbs and local imam ##s administer their own justice .

reference_raw: In other places, the vigilantes block the rich suburbs and the local imams manage their own justice.

reference_spacy_tokens: In other places , the vigilantes block the rich suburbs and the local imams manage their own justice .


fn_spacy_tokens_for_baseline: The jangle of harness , the clang of steel , the choked - off screams , all seemed damped down , as if a mist enshrouded them .

source_bert_toks: the jang ##le of harness , the clan ##g of steel , the choked - off screams , all seemed damp ##ed down , as if a mist en ##sh ##roud ##ed them .

reference_raw: The jangle of straps, the clatter of steel, the choking of screams, all seemed to be dampened, as if a fog had enveloped them.

reference_spacy_tokens: The jangle of straps , the clatter of steel , the choking of screams , all seemed to be dampened , as if a fog had enveloped them .


fn_spacy_tokens_for_baseline: Historically and culturally this north - south distinction has always been significant , and it still is today , with a dose of good - humored rivalry between the two areas .

source_bert_toks: historically and culturally this north - south distinction has always been significant , and it still is today , with a dose of good - humor ##ed rivalry between the two areas .

reference_raw: Historically and culturally, this distinction between the north and the south has always been significant, and it is still today, with a great deal of popular competition between the two regions.

reference_spacy_tokens: Historically and culturally , this distinction between the north and the south has always been significant , and it is still today , with a great deal of popular competition between the two regions .


fn_spacy_tokens_for_baseline: Gouraud 's manifest disconcertion delighted Petain , and - according to Serrigny - he " left Chalons in complete serenity " .

source_bert_toks: go ##ura ##ud ' s manifest disco ##nce ##rti ##on delighted pet ##ain , and - according to ser ##ri ##gny - he " left cha ##lon ##s in complete ser ##enity " .

reference_raw: Gouraud's obvious dismay pleased Petain, and, according to Serrigny, he "left the Chalons in complete calm."

reference_spacy_tokens: Gouraud 's obvious dismay pleased Petain , and , according to Serrigny , he " left the Chalons in complete calm . "


fn_spacy_tokens_for_baseline: A bow - legged fellow in a straw hat watched her approach with his dogs at her side .

source_bert_toks: a bow - legged fellow in a straw hat watched her approach with his dogs at her side .

reference_raw: The man with the bow legs in the straw hat watched her approach, his dogs at her side.

reference_spacy_tokens: The man with the bow legs in the straw hat watched her approach , his dogs at her side .


fn_spacy_tokens_for_baseline: There 's an abundance of nature , history , art , and modern culture to be explored and enjoyed .

source_bert_toks: there ' s an abundance of nature , history , art , and modern culture to be explored and enjoyed .

reference_raw: There is a great deal of nature, history, art, and modern culture to be explored and relished.

reference_spacy_tokens: There is a great deal of nature , history , art , and modern culture to be explored and relished .


fn_spacy_tokens_for_baseline: In robotics , for instance a number of British companies have begun to develop and make robots , so creating jobs directly .

source_bert_toks: in robotics , for instance a number of british companies have begun to develop and make robots , so creating jobs directly .

reference_raw: In robotics, for example, many British companies started developing and creating robots, creating jobs directly.

reference_spacy_tokens: In robotics , for example , many British companies started developing and creating robots , creating jobs directly .


fn_spacy_tokens_for_baseline: The cake mixture will curdle slightly , as it contains so little flour -- but do not worry .

source_bert_toks: the cake mixture will cu ##rd ##le slightly , as it contains so little flour - - but do not worry .

reference_raw: The cake mix will curl slightly because it contains so little flour - but don't worry about it.

reference_spacy_tokens: The cake mix will curl slightly because it contains so little flour - but do n't worry about it .


fn_spacy_tokens_for_baseline: Louis 's men then swore an equivalent oath in the lingua teudisca .

source_bert_toks: louis ' s men then swore an equivalent oath in the ling ##ua te ##udi ##sca .

reference_raw: Louis's men then took the same oath in the lingua teudisca.

reference_spacy_tokens: Louis 's men then took the same oath in the lingua teudisca .


fn_spacy_tokens_for_baseline: For a time the boy lay where he had fallen , then he rolled over on to his side , a small whimper of pain , perhaps , or fear -- carrying to where the old Han crouched .

source_bert_toks: for a time the boy lay where he had fallen , then he rolled over on to his side , a small whimper of pain , perhaps , or fear - - carrying to where the old han crouched .

reference_raw: The boy lay where he had fallen for a moment, then rolled to his side, a little whine of pain or fear, and carried him to where old Han crouched.

reference_spacy_tokens: The boy lay where he had fallen for a moment , then rolled to his side , a little whine of pain or fear , and carried him to where old Han crouched .


fn_spacy_tokens_for_baseline: Books and tapes all over my room .

source_bert_toks: books and tapes all over my room .

reference_raw: Books and tapes in my room.

reference_spacy_tokens: Books and tapes in my room .


fn_spacy_tokens_for_baseline: It seems probable that rebellion in East Anglia was as rigorously suppressed as in Kent .

source_bert_toks: it seems probable that rebellion in east anglia was as rigorous ##ly suppressed as in kent .

reference_raw: It seems likely that the rebellion in East Anglia was as severely suppressed as it was in Kent.

reference_spacy_tokens: It seems likely that the rebellion in East Anglia was as severely suppressed as it was in Kent .


fn_spacy_tokens_for_baseline: Andy Slater had organised and taken part in the race , but with its rapid growth it was getting out of hand and he decided to back out .

source_bert_toks: andy slater had organised and taken part in the race , but with its rapid growth it was getting out of hand and he decided to back out .

reference_raw: Andy Slater organized and participated in the race, but with his rapid growth, he got out of hand and decided to step aside.

reference_spacy_tokens: Andy Slater organized and participated in the race , but with his rapid growth , he got out of hand and decided to step aside .


fn_spacy_tokens_for_baseline: She 'd be daft to turn down this opportunity .

source_bert_toks: she ' d be da ##ft to turn down this opportunity .

reference_raw: She would have been smart to refuse this opportunity.

reference_spacy_tokens: She would have been smart to refuse this opportunity .


fn_spacy_tokens_for_baseline: The Junior Minister pulled himself up to his full height of five foot three , and in a plummy voice rich with haughty disdain said , ' What difference does that make ? '

source_bert_toks: the junior minister pulled himself up to his full height of five foot three , and in a plum ##my voice rich with ha ##ught ##y disdain said , ' what difference does that make ? '

reference_raw: The junior minister rose to his full height of five feet three, and in a plump voice full of contempt said, "What's the difference?"

reference_spacy_tokens: The junior minister rose to his full height of five feet three , and in a plump voice full of contempt said , " What 's the difference ? "


fn_spacy_tokens_for_baseline: We were in Glasgow last weekend , and were quite chuffed when Ewan consented to come out for a walk just with us two , as he clings to Joyce a bit at the moment .

source_bert_toks: we were in glasgow last weekend , and were quite chu ##ffed when e ##wan consent ##ed to come out for a walk just with us two , as he cl ##ings to joyce a bit at the moment .

reference_raw: We were in Glasgow last weekend, and we were pretty choked up when Ewan agreed to go for a walk with the two of us, because he's holding on to Joyce a little.

reference_spacy_tokens: We were in Glasgow last weekend , and we were pretty choked up when Ewan agreed to go for a walk with the two of us , because he 's holding on to Joyce a little .


fn_spacy_tokens_for_baseline: The continued competitiveness of Autocover is clearly demonstrated by the fact that 1,021 members arranged new Autocover policies during 1992 .

source_bert_toks: the continued competitive ##ness of auto ##co ##ver is clearly demonstrated by the fact that 1 , 02 ##1 members arranged new auto ##co ##ver policies during 1992 .

reference_raw: Autocover's continued competitiveness is clearly illustrated by the fact that in 1992 1,021 members set up a new Autocover policy.

reference_spacy_tokens: Autocover 's continued competitiveness is clearly illustrated by the fact that in 1992 1,021 members set up a new Autocover policy .


fn_spacy_tokens_for_baseline: Their supplies scarce , their harvest meager , and their spirit broken , they abandoned the fort in 1858 .

source_bert_toks: their supplies scarce , their harvest me ##ager , and their spirit broken , they abandoned the fort in 1858 .

reference_raw: They left the fortress in 1858 with little supplies, a meager harvest, and a broken spirit.

reference_spacy_tokens: They left the fortress in 1858 with little supplies , a meager harvest , and a broken spirit .


fn_spacy_tokens_for_baseline: Ace pretended to look suddenly crushed by her fierce words , but she was n't going to be fooled .

source_bert_toks: ace pretended to look suddenly crushed by her fierce words , but she wasn ' t going to be fooled .

reference_raw: Ace pretended to look suddenly overwhelmed by her ferocious words, but she would not be fooled.

reference_spacy_tokens: Ace pretended to look suddenly overwhelmed by her ferocious words , but she would not be fooled .


fn_spacy_tokens_for_baseline: Nora had no intention of having any more children and she was convinced that she and Constance would be better off alone .

source_bert_toks: nora had no intention of having any more children and she was convinced that she and constance would be better off alone .

reference_raw: Nora didn't want to have any more children, and she thought it would be better for her and Constance to be alone.

reference_spacy_tokens: Nora did n't want to have any more children , and she thought it would be better for her and Constance to be alone .


fn_spacy_tokens_for_baseline: Bridges were also fortified at this time and the Monnow Bridge in the Welsh border region is a survivor ( 481 ) .

source_bert_toks: bridges were also fortified at this time and the mon ##now bridge in the welsh border region is a survivor ( 48 ##1 ) .

reference_raw: At that time the bridges were also reinforced, and the bridge of Monnow in the Welsh border region survived (481).

reference_spacy_tokens: At that time the bridges were also reinforced , and the bridge of Monnow in the Welsh border region survived ( 481 ) .


fn_spacy_tokens_for_baseline: Early experimenters in that field reported observations of electrified rods becoming sticky , as evidenced by small pieces of paper sticking to them , and of the rebounding of one electrified body from another .

source_bert_toks: early experiment ##ers in that field reported observations of electrified rods becoming sticky , as evidenced by small pieces of paper sticking to them , and of the rebound ##ing of one electrified body from another .

reference_raw: Early experimenters in this field reported that the electrocuted rods had become gluey, as evidenced by the small pieces of paper that clung to them, and the rebounding of one electrified body from the other.

reference_spacy_tokens: Early experimenters in this field reported that the electrocuted rods had become gluey , as evidenced by the small pieces of paper that clung to them , and the rebounding of one electrified body from the other .


fn_spacy_tokens_for_baseline: law stationer , deceased partner of Mr Snagsby .

source_bert_toks: law station ##er , deceased partner of mr s ##na ##gs ##by .

reference_raw: Lawkeeper, late partner of Mr. Snagsby.

reference_spacy_tokens: Lawkeeper , late partner of Mr. Snagsby .


fn_spacy_tokens_for_baseline: Mr Major replied : ' Workers who choose to go on strike have always faced the risk of being dismissed without the right to claim unfair dismissal .

source_bert_toks: mr major replied : ' workers who choose to go on strike have always faced the risk of being dismissed without the right to claim unfair dismissal .

reference_raw: Mr. Major said, "Workers who decide to go on strike have always faced the risk of being dismissed without the right to seek unfair redundancies.

reference_spacy_tokens: Mr. Major said , " Workers who decide to go on strike have always faced the risk of being dismissed without the right to seek unfair redundancies .


fn_spacy_tokens_for_baseline: His forces made a series of attacks from their bases in the Dodecanese islands , including sinking a Greek naval vessel in the harbor of Tinos Town , but they only succeeded in strengthening the resolve of the population against them .

source_bert_toks: his forces made a series of attacks from their bases in the dod ##eca ##nese islands , including sinking a greek naval vessel in the harbor of tin ##os town , but they only succeeded in strengthening the resolve of the population against them .

reference_raw: His troops had launched a series of attacks from their bases on the Dodecanese islands, including the sinking of a Greek naval ship in the port of Tinos City, but they had only been able to strengthen the resolve of the population against them.

reference_spacy_tokens: His troops had launched a series of attacks from their bases on the Dodecanese islands , including the sinking of a Greek naval ship in the port of Tinos City , but they had only been able to strengthen the resolve of the population against them .


fn_spacy_tokens_for_baseline: In one survey of 300 cooling towers in London 's West end , half of them contained water between 30 ° C and 35 ° C.

source_bert_toks: in one survey of 300 cooling towers in london ' s west end , half of them contained water between 30 ##° c and 35 ##° c .

reference_raw: In one study of 300 cooling towers at the western end of London, half of them contained water between 30°C and 35°C.

reference_spacy_tokens: In one study of 300 cooling towers at the western end of London , half of them contained water between 30 ° C and 35 ° C .


fn_spacy_tokens_for_baseline: When they collided , the sedimentary deposits around them were squeezed and rucked up to form new mountain ranges .

source_bert_toks: when they collided , the sedimentary deposits around them were squeezed and ru ##cked up to form new mountain ranges .

reference_raw: When they collided, the sedimentary deposits around them were squeezed and crumpled to form new mountains.

reference_spacy_tokens: When they collided , the sedimentary deposits around them were squeezed and crumpled to form new mountains .


fn_spacy_tokens_for_baseline: Bearing in mind that this fish consumes large amounts of vegetation in the wild , you must reconcile yourself to a plantless tank , unless you like the plastic variety .

source_bert_toks: bearing in mind that this fish consume ##s large amounts of vegetation in the wild , you must reconcile yourself to a plant ##less tank , unless you like the plastic variety .

reference_raw: Bearing in mind that this fish eats a lot of vegetation in the wild, you have to reconcile yourself with a no-plant tank if you don't like the plastic variety.

reference_spacy_tokens: Bearing in mind that this fish eats a lot of vegetation in the wild , you have to reconcile yourself with a no - plant tank if you do n't like the plastic variety .


fn_spacy_tokens_for_baseline: There were fur - edged dolmans , silk - lined pelisses , and gorgets of pure gold .

source_bert_toks: there were fur - edged do ##lman ##s , silk - lined pe ##lis ##ses , and gorge ##ts of pure gold .

reference_raw: There were fur-edged puppets, silk-lined pelisses, and ravines of pure gold.

reference_spacy_tokens: There were fur - edged puppets , silk - lined pelisses , and ravines of pure gold .


fn_spacy_tokens_for_baseline: Lights are to be installed on the Lanark Road near Foulis Crescent .

source_bert_toks: lights are to be installed on the lana ##rk road near foul ##is crescent .

reference_raw: The lights will be set up on Lanark Road near Foulis Crescent.

reference_spacy_tokens: The lights will be set up on Lanark Road near Foulis Crescent .


fn_spacy_tokens_for_baseline: Leaves may be submerged under a dropping of dung , soused in a downpour of urine , trodden on , pulled into the ground by earthworms ( further shades of Darwin ) or damaged by frost .

source_bert_toks: leaves may be submerged under a dropping of dung , sous ##ed in a down ##pour of urine , tr ##od ##den on , pulled into the ground by earth ##worm ##s ( further shades of darwin ) or damaged by frost .

reference_raw: The leaves can be submerged in a drop of manure, soaked in a shower of urine, trodded on, dragged into the ground by earthworms (Darwin's further shades) or damaged by frost.

reference_spacy_tokens: The leaves can be submerged in a drop of manure , soaked in a shower of urine , trodded on , dragged into the ground by earthworms ( Darwin 's further shades ) or damaged by frost .


fn_spacy_tokens_for_baseline: A Syria - EU trade accord hurdle was resolved in October with agreement on a WMD clause , subject to final approval by EU foreign ministers .

source_bert_toks: a syria - eu trade accord hurdle was resolved in october with agreement on a w ##md clause , subject to final approval by eu foreign ministers .

reference_raw: Syria - The obstacle to EU trade agreement was resolved in October with an agreement on a weapons of mass destruction clause, subject to the final approval of the EU Secretary of State.

reference_spacy_tokens: Syria - The obstacle to EU trade agreement was resolved in October with an agreement on a weapons of mass destruction clause , subject to the final approval of the EU Secretary of State .


fn_spacy_tokens_for_baseline: She crouched over the bag , untied the knotted corners and peered in .

source_bert_toks: she crouched over the bag , un ##tie ##d the knotted corners and peered in .

reference_raw: She crouched down over the bag, unfastened the knotted corners, and looked inside.

reference_spacy_tokens: She crouched down over the bag , unfastened the knotted corners , and looked inside .


fn_spacy_tokens_for_baseline: On the contrary his heart may be gladdened by the new and heady sense of actuality that accompanies this type of study . '

source_bert_toks: on the contrary his heart may be glad ##dened by the new and head ##y sense of actual ##ity that acc ##omp ##anies this type of study . '

reference_raw: On the other hand, his heart may be pleased with the new and heady sense of reality accompanying this type of study.'

reference_spacy_tokens: On the other hand , his heart may be pleased with the new and heady sense of reality accompanying this type of study . '


fn_spacy_tokens_for_baseline: The expansion of air travel began the age of mass tourism , and Greece along with the Aegean Islands became exciting destinations for northern Europeans escaping their damp , cool summers .

source_bert_toks: the expansion of air travel began the age of mass tourism , and greece along with the aegean islands became exciting destinations for northern europeans escaping their damp , cool summers .

reference_raw: The growth of air travel began in the age of mass tourism, and Greece and the Aegean Islands became exciting destinations for northern Europeans to escape their wet, cold summers.

reference_spacy_tokens: The growth of air travel began in the age of mass tourism , and Greece and the Aegean Islands became exciting destinations for northern Europeans to escape their wet , cold summers .


fn_spacy_tokens_for_baseline: The Peak Tram starts its scenic climb just across the street and around the corner from the American Consulate in Garden Road and makes its way , sometimes at a startlingly steep incline , to the summit at 398 m ( 1,305 ft ) .

source_bert_toks: the peak tram starts its scenic climb just across the street and around the corner from the american consulate in garden road and makes its way , sometimes at a startling ##ly steep incline , to the summit at 39 ##8 m ( 1 , 305 ft ) .

reference_raw: The Peak Tram begins its scenic climb just across the street and around the corner of the American Consulate on Garden Road, making its way up to a peak of 398 m (1,305 ft) at some startlingly steep incline.

reference_spacy_tokens: The Peak Tram begins its scenic climb just across the street and around the corner of the American Consulate on Garden Road , making its way up to a peak of 398 m ( 1,305 ft ) at some startlingly steep incline .


fn_spacy_tokens_for_baseline: The poster had been pasted on the building that housed It .

source_bert_toks: the poster had been paste ##d on the building that housed it .

reference_raw: The poster was put on the building that housed It.

reference_spacy_tokens: The poster was put on the building that housed It .


fn_spacy_tokens_for_baseline: Almost 120,000 people lined the streets to watch the motorcade which carried Akihito and his wife , the Empress Michiko , from the Imperial Palace to their residence at the Akasaka Palace , 5 km away .

source_bert_toks: almost 120 , 000 people lined the streets to watch the motor ##cade which carried ak ##ih ##ito and his wife , the empress mic ##hiko , from the imperial palace to their residence at the aka ##saka palace , 5 km away .

reference_raw: Nearly 120,000 people ran the streets to watch the motorcade that carried Akihito and his wife, the Empress Michiko, from the Imperial Palace to their residence in the Akasaka Palace, five kilometers away.

reference_spacy_tokens: Nearly 120,000 people ran the streets to watch the motorcade that carried Akihito and his wife , the Empress Michiko , from the Imperial Palace to their residence in the Akasaka Palace , five kilometers away .


fn_spacy_tokens_for_baseline: Having complained on several occasions of the Church 's reticence over taking the moral lead , on this occasion her plea was successful .

source_bert_toks: having complained on several occasions of the church ' s re ##tic ##ence over taking the moral lead , on this occasion her plea was successful .

reference_raw: She had complained on several occasions that the Church was reticent about taking the moral lead, and on this occasion her plea had been successful.

reference_spacy_tokens: She had complained on several occasions that the Church was reticent about taking the moral lead , and on this occasion her plea had been successful .


fn_spacy_tokens_for_baseline: They rarely ate meat , and rather than consume butter , milk , meat , poultry and eggs , preferred to send any such produce to market .

source_bert_toks: they rarely ate meat , and rather than consume butter , milk , meat , poultry and eggs , preferred to send any such produce to market .

reference_raw: They seldom ate meat, but rather than consumed butter, milk, meat, chickens and eggs, they preferred to put any such product on the market.

reference_spacy_tokens: They seldom ate meat , but rather than consumed butter , milk , meat , chickens and eggs , they preferred to put any such product on the market .


fn_spacy_tokens_for_baseline: The people who can benefit most directly from your generosity have no time to waste .

source_bert_toks: the people who can benefit most directly from your generosity have no time to waste .

reference_raw: People who benefit most directly from your generosity don't have time to waste.

reference_spacy_tokens: People who benefit most directly from your generosity do n't have time to waste .


fn_spacy_tokens_for_baseline: In addition , since all known Iranian nuclear facilities are under IAEA monitoring , Beijing views US demands that China suspend all its nuclear cooperation programs with Iran as unreasonable and contrary to Article IV of the NPT .

source_bert_toks: in addition , since all known iranian nuclear facilities are under ia ##ea monitoring , beijing views us demands that china suspend all its nuclear cooperation programs with iran as unreasonable and contrary to article iv of the np ##t .

reference_raw: Moreover, since all known Iranian nuclear facilities are under the control of the IAEA, Beijing considers that the US requires China to suspend all its nuclear cooperation programmes with Iran as disproportionate and in violation of Article IV of the NPT.

reference_spacy_tokens: Moreover , since all known Iranian nuclear facilities are under the control of the IAEA , Beijing considers that the US requires China to suspend all its nuclear cooperation programmes with Iran as disproportionate and in violation of Article IV of the NPT .


fn_spacy_tokens_for_baseline: But while one can sympathise with Ackerley in his various predicaments , it is difficult to like him .

source_bert_toks: but while one can sy ##mp ##athi ##se with ac ##ker ##ley in his various pre ##dic ##ament ##s , it is difficult to like him .

reference_raw: But even though you can sympathize with Ackerley in a different situation, it's hard to like him.

reference_spacy_tokens: But even though you can sympathize with Ackerley in a different situation , it 's hard to like him .


fn_spacy_tokens_for_baseline: An old stone coffin lies near the porch , and beside the path is the ' stone chair ' .

source_bert_toks: an old stone coffin lies near the porch , and beside the path is the ' stone chair ' .

reference_raw: There's an old stone casket on the porch, and there's a stone chair next to the road.

reference_spacy_tokens: There 's an old stone casket on the porch , and there 's a stone chair next to the road .


fn_spacy_tokens_for_baseline: Mladenov relinquished the BCP leadership on Feb. 2 to Aleksandur Lilov , and on April 3 was elected to the new post of President .

source_bert_toks: mla ##den ##ov relinquished the bc ##p leadership on feb . 2 to ale ##ks ##and ##ur lil ##ov , and on april 3 was elected to the new post of president .

reference_raw: On February 2, Mladenov gave up command of the BCP to Alexandur Lilov, and on April 3, he was elected to the new office of President.

reference_spacy_tokens: On February 2 , Mladenov gave up command of the BCP to Alexandur Lilov , and on April 3 , he was elected to the new office of President .


fn_spacy_tokens_for_baseline: Oldham , who have now gone seven away games without a win , will rue the fact that they dominated the first half but failed to turn it to advantage .

source_bert_toks: oldham , who have now gone seven away games without a win , will rue the fact that they dominated the first half but failed to turn it to advantage .

reference_raw: Oldham, who had just lost seven games without winning, would regret the fact that he dominated the first half, but failed to turn it into an advantage.

reference_spacy_tokens: Oldham , who had just lost seven games without winning , would regret the fact that he dominated the first half , but failed to turn it into an advantage .


fn_spacy_tokens_for_baseline: This is not just pretty picnic food ; Steve maintains that the peppers give the bland turkey a piquant flavour .

source_bert_toks: this is not just pretty picnic food ; steve maintains that the peppers give the bland turkey a pi ##qua ##nt flavour .

reference_raw: It's not just a nice picnic meal; Steve says the peppers give the bland turkey a spicy taste.

reference_spacy_tokens: It 's not just a nice picnic meal ; Steve says the peppers give the bland turkey a spicy taste .