fn_spacy_tokens_for_baseline: The pattern of the connected climatic events in the southern hemisphere is nothing unusual , but its timing is and so is the strength of the phenomenon .

source_bert_toks: the pattern of the connected climatic events in the southern hemisphere is nothing unusual , but its timing is and so is the strength of the phenomenon .

reference_raw: The pattern of associated climatic events in the southern hemisphere is not uncommon, but its timing is, and so is the force of the phenomenon.

reference_spacy_tokens: The pattern of associated climatic events in the southern hemisphere is not uncommon , but its timing is , and so is the force of the phenomenon .


fn_spacy_tokens_for_baseline: Acts I and III were found in 1984 but the crucial second act was missing until 1988 when it was discovered amongst some rubbish in the basement in a packet labelled ' Ballet -- no use ' .

source_bert_toks: acts i and iii were found in 1984 but the crucial second act was missing until 1988 when it was discovered amongst some rubbish in the basement in a packet labelled ' ballet - - no use ' .

reference_raw: Acts I and III were found in 1984, but the key second act was missing until 1988, when it was discovered among the garbage in the cellar in a package marked 'Ballet' - no use.

reference_spacy_tokens: Acts I and III were found in 1984 , but the key second act was missing until 1988 , when it was discovered among the garbage in the cellar in a package marked ' Ballet ' - no use .


fn_spacy_tokens_for_baseline: I found the squalid hovel where she lived , but she herself was not there .

source_bert_toks: i found the sq ##ual ##id hove ##l where she lived , but she herself was not there .

reference_raw: I found a squalid hut where she lived, but she wasn't there herself.

reference_spacy_tokens: I found a squalid hut where she lived , but she was n't there herself .


fn_spacy_tokens_for_baseline: " The General Assembly should set aside money for a new state health lab , millions of doses of antiviral drugs and a fund to help meet basic needs after a disaster , a legislative panel recommended Thursday .

source_bert_toks: " the general assembly should set aside money for a new state health lab , millions of doses of anti ##vira ##l drugs and a fund to help meet basic needs after a disaster , a legislative panel recommended thursday .

reference_raw: "The General Assembly ought to put aside money for a new state health lab, millions of doses of antiviral drugs, and a fund to help meet basic needs in the wake of a disaster, which was recommended by the Legislative Council on Thursday.

reference_spacy_tokens: " The General Assembly ought to put aside money for a new state health lab , millions of doses of antiviral drugs , and a fund to help meet basic needs in the wake of a disaster , which was recommended by the Legislative Council on Thursday .


fn_spacy_tokens_for_baseline: QN : Does the judge think Daimler fraudlently described the 1998 deal to avoid paying a premium ?

source_bert_toks: q ##n : does the judge think dai ##mler fraud ##lent ##ly described the 1998 deal to avoid paying a premium ?

reference_raw: QN: Does the judge believe that Daimler fraudulently described the 1998 agreement in order to avoid payment of the premium?

reference_spacy_tokens: QN : Does the judge believe that Daimler fraudulently described the 1998 agreement in order to avoid payment of the premium ?


fn_spacy_tokens_for_baseline: The fine lattice - work on the arches and windows is superb , but its outstanding feature is the marble inlay , which is even more abundant than in the Taj and better preserved .

source_bert_toks: the fine lattice - work on the arches and windows is superb , but its outstanding feature is the marble in ##lay , which is even more abundant than in the ta ##j and better preserved .

reference_raw: The fine latticework on the arches and glasses is excellent, but its excellent feature is the marble inlay, which is even more abundant than the Taj and better preserved.

reference_spacy_tokens: The fine latticework on the arches and glasses is excellent , but its excellent feature is the marble inlay , which is even more abundant than the Taj and better preserved .


fn_spacy_tokens_for_baseline: We have only to look at the string of sell - offs of assets of the former National Bus Company groups after privatisation to demonstrate conclusively that those are not far - fetched fears or exaggerated concerns .

source_bert_toks: we have only to look at the string of sell - offs of assets of the former national bus company groups after pri ##vati ##sation to demonstrate con ##clusive ##ly that those are not far - fetch ##ed fears or exaggerated concerns .

reference_raw: All we need to do is look at the chain of sales of property of former groups of national bus companies after privatisation, in order to prove conclusively that they are not far-fetched fears or exaggerated fears.

reference_spacy_tokens: All we need to do is look at the chain of sales of property of former groups of national bus companies after privatisation , in order to prove conclusively that they are not far - fetched fears or exaggerated fears .


fn_spacy_tokens_for_baseline: One salutary study linking stress to accelerated ageing comes from the Canadian Institute of Stress in Toronto .

source_bert_toks: one sal ##uta ##ry study linking stress to accelerated age ##ing comes from the canadian institute of stress in toronto .

reference_raw: One salutary study connecting stress to accelerated ageing comes from the Canadian Stress Institute in Toronto.

reference_spacy_tokens: One salutary study connecting stress to accelerated ageing comes from the Canadian Stress Institute in Toronto .


fn_spacy_tokens_for_baseline: When they die , often due to punctures received during the rutting season , they deflate and plunge down to earth , exploding as they strike the Tarmac .

source_bert_toks: when they die , often due to pun ##cture ##s received during the ru ##tting season , they def ##late and plunge down to earth , exploding as they strike the tar ##mac .

reference_raw: When they die, often because of the punctures they receive during the rutting season, they deflate and fall to the ground, exploding as they strike the Tarmac.

reference_spacy_tokens: When they die , often because of the punctures they receive during the rutting season , they deflate and fall to the ground , exploding as they strike the Tarmac .


fn_spacy_tokens_for_baseline: An examination of the parenting arrangements following loss of mother showed that indifference and a low level of control had characterised the childhood experiences of a number of the women found to be depressed .

source_bert_toks: an examination of the parenting arrangements following loss of mother showed that indifference and a low level of control had characterised the childhood experiences of a number of the women found to be depressed .

reference_raw: A review of the parenting regime following the loss of a mother showed that indifference and a low level of control characterized the childhood experience of many women who were found to be depressed.

reference_spacy_tokens: A review of the parenting regime following the loss of a mother showed that indifference and a low level of control characterized the childhood experience of many women who were found to be depressed .


fn_spacy_tokens_for_baseline: On the licensing of overseas editions : A royalty of 6 % ( six per cent ) of the Publisher 's net receipts on all copies duplicated by licensed overseas agents .

source_bert_toks: on the licensing of overseas editions : a royalty of 6 % ( six per cent ) of the publisher ' s net receipts on all copies duplicate ##d by licensed overseas agents .

reference_raw: On licensing of foreign editions: royalty of 6 % (six %) of the Publisher's net revenue for all copies copied by licensed overseas agents.

reference_spacy_tokens: On licensing of foreign editions : royalty of 6 % ( six % ) of the Publisher 's net revenue for all copies copied by licensed overseas agents .


fn_spacy_tokens_for_baseline: Analytic tools include examining statements and articles in the news media , government reports including unclassified intelligence estimates , interviewing insiders who have had access to information about the clandestine program , reviewing secondary sources such as reports by analysts , and making scientific calculations based on the best available information about a country 's nuclear infrastructure .

source_bert_toks: analytic tools include examining statements and articles in the news media , government reports including un ##class ##ified intelligence estimates , interviewing insider ##s who have had access to information about the clandestine program , reviewing secondary sources such as reports by analysts , and making scientific calculations based on the best available information about a country ' s nuclear infrastructure .

reference_raw: The analytical tools include examining statements and articles in the news media, government reports including unclassified intelligence estimates, interviewing insiders with access to classified information, reviewing secondary sources such as analysts' reports, and making scientific calculations based on the best available information on the nuclear infrastructure of a country.

reference_spacy_tokens: The analytical tools include examining statements and articles in the news media , government reports including unclassified intelligence estimates , interviewing insiders with access to classified information , reviewing secondary sources such as analysts ' reports , and making scientific calculations based on the best available information on the nuclear infrastructure of a country .


fn_spacy_tokens_for_baseline: Thus , both Matthew and Mark state unequivocally that a royal anointing occurred .

source_bert_toks: thus , both matthew and mark state une ##qui ##vo ##cal ##ly that a royal an ##oint ##ing occurred .

reference_raw: Matthew and Mark have made it clear that there has been a royal anointing.

reference_spacy_tokens: Matthew and Mark have made it clear that there has been a royal anointing .


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 testimony from North Korean defectors are to be trusted, the DPRK military has between 2,500 and 5,000 tons of chemical weapons.

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


fn_spacy_tokens_for_baseline: It 's a truism , I know , but it has the benefit of actually being true .

source_bert_toks: it ' s a tr ##uis ##m , i know , but it has the benefit of actually being true .

reference_raw: I know it's truism, but it has the advantage of being true.

reference_spacy_tokens: I know it 's truism , but it has the advantage of being true .


fn_spacy_tokens_for_baseline: Up in the mountain , the Bible belt was drenched and from my window I can see the river running strongly as a result .

source_bert_toks: up in the mountain , the bible belt was drenched and from my window i can see the river running strongly as a result .

reference_raw: Up in the mountains, the belt of the Bible was soaked, and I can see from the window that the stream runs heavily as a result.

reference_spacy_tokens: Up in the mountains , the belt of the Bible was soaked , and I can see from the window that the stream runs heavily as a result .


fn_spacy_tokens_for_baseline: She is smaller than her brother , with a rich mane of chestnut hair which she wears to the waist .

source_bert_toks: she is smaller than her brother , with a rich mane of chestnut hair which she wears to the waist .

reference_raw: He's shorter than his brother, and he's got a rich mane of chestnut hair that he wears to his waist.

reference_spacy_tokens: He 's shorter than his brother , and he 's got a rich mane of chestnut hair that he wears to his waist .


fn_spacy_tokens_for_baseline: My leaving Lula caused quite a scandal in Berlin ; but that period with her could have been deadly for me .

source_bert_toks: my leaving lu ##la caused quite a scandal in berlin ; but that period with her could have been deadly for me .

reference_raw: My departure from Lula had caused quite a scandal in Berlin; but that time with her could have been fatal to me.

reference_spacy_tokens: My departure from Lula had caused quite a scandal in Berlin ; but that time with her could have been fatal to me .


fn_spacy_tokens_for_baseline: Fish size , gender , and age at maturity have a substantial impact on individual species ' reproduction rates .

source_bert_toks: fish size , gender , and age at maturity have a substantial impact on individual species ' reproduction rates .

reference_raw: The size of the fish, the sex and the age at which they mature have a significant impact on the reproductive rate of each species.

reference_spacy_tokens: The size of the fish , the sex and the age at which they mature have a significant impact on the reproductive rate of each species .


fn_spacy_tokens_for_baseline: Begonias are particular favourites and a gaggle of them gather on the paved area near the front door resplendent in pink , scarlet and yellow .

source_bert_toks: beg ##onia ##s are particular favourites and a gag ##gle of them gather on the paved area near the front door res ##ple ##nden ##t in pink , scarlet and yellow .

reference_raw: Begonias are special favorites, and one of them gathers in pink, scarlet, and yellow in the paved area near the front door.

reference_spacy_tokens: Begonias are special favorites , and one of them gathers in pink , scarlet , and yellow in the paved area near the front door .


fn_spacy_tokens_for_baseline: Another factor which affected the likelihood of a case being reported was intimidation by the cattle stealers .

source_bert_toks: another factor which affected the likelihood of a case being reported was intimidation by the cattle steal ##ers .

reference_raw: Another factor that affected the likelihood of a case being reported was the intimidation of the cattle thieves.

reference_spacy_tokens: Another factor that affected the likelihood of a case being reported was the intimidation of the cattle thieves .


fn_spacy_tokens_for_baseline: Buddie was still wearing his working clothes , though his big wellington boots with the turned - down tops were standing in the yard outside the kitchen door .

source_bert_toks: bud ##die was still wearing his working clothes , though his big wellington boots with the turned - down tops were standing in the yard outside the kitchen door .

reference_raw: Buddy was still wearing his work clothes, although his big wellington shoes with the tops were standing in the yard outside the kitchen door.

reference_spacy_tokens: Buddy was still wearing his work clothes , although his big wellington shoes with the tops were standing in the yard outside the kitchen door .


fn_spacy_tokens_for_baseline: He wore a red - and - gold headdress , and a white tunic trimmed with the same colours .

source_bert_toks: he wore a red - and - gold head ##dre ##ss , and a white tunic trimmed with the same colours .

reference_raw: He was wearing a red and gold headdress and a white blouse with the same colors.

reference_spacy_tokens: He was wearing a red and gold headdress and a white blouse with the same colors .


fn_spacy_tokens_for_baseline: Returning nurses can feel threatened by the mention of ' research based care ' or ' experiential learning ' .

source_bert_toks: returning nurses can feel threatened by the mention of ' research based care ' or ' ex ##per ##ient ##ial learning ' .

reference_raw: Returning nurses may feel threatened by reference to "research-based care" or "experiential education".

reference_spacy_tokens: Returning nurses may feel threatened by reference to " research - based care " or " experiential education " .


fn_spacy_tokens_for_baseline: Their writings engage with a spectrum of the cultural and theological traditions of medieval Europe .

source_bert_toks: their writings engage with a spectrum of the cultural and theological traditions of medieval europe .

reference_raw: Their writings relate to a range of the cultural and theological heritage of medieval Europe.

reference_spacy_tokens: Their writings relate to a range of the cultural and theological heritage of medieval Europe .


fn_spacy_tokens_for_baseline: Nevertheless , the fact that the matter had come to such a head did have a sobering effect on them both .

source_bert_toks: nevertheless , the fact that the matter had come to such a head did have a sober ##ing effect on them both .

reference_raw: However, the fact that the matter had come to such a conclusion had a sobriety effect on both of them.

reference_spacy_tokens: However , the fact that the matter had come to such a conclusion had a sobriety effect on both of them .


fn_spacy_tokens_for_baseline: He began to kiss her , and Dinah knew slight revulsion ; if only he would leave her alone for once !

source_bert_toks: he began to kiss her , and dinah knew slight rev ##ulsion ; if only he would leave her alone for once !

reference_raw: He began to kiss her, and Dinah felt a slight reluctance; if only he had left her alone for once!

reference_spacy_tokens: He began to kiss her , and Dinah felt a slight reluctance ; if only he had left her alone for once !


fn_spacy_tokens_for_baseline: His followers were frugal .

source_bert_toks: his followers were fr ##uga ##l .

reference_raw: His followers were brutal.

reference_spacy_tokens: His followers were brutal .


fn_spacy_tokens_for_baseline: The Garonnais is the dominant type in the Blonde d'Aquitaine herdbook , which also includes some Villard de Lans cows , a pale corn - coloured milk - and - meat breed from the Vercors plateau of Isere .

source_bert_toks: the ga ##ron ##nais is the dominant type in the blonde d ' aquitaine herd ##book , which also includes some villa ##rd de lan ##s cows , a pale corn - coloured milk - and - meat breed from the ve ##rco ##rs plateau of is ##ere .

reference_raw: The Garonnais is the dominant type in the Blonde d'Aquitaine herdbook, which also includes certain cows from Villard de Lans, a pale breed of milk and meat from the Vercors plain of Iser.

reference_spacy_tokens: The Garonnais is the dominant type in the Blonde d'Aquitaine herdbook , which also includes certain cows from Villard de Lans , a pale breed of milk and meat from the Vercors plain of Iser .


fn_spacy_tokens_for_baseline: There is no reason to suppose that care in other branches of medicine has been more thoroughly validated , so Smith is setting the GMC an impossibly large task .

source_bert_toks: there is no reason to suppose that care in other branches of medicine has been more thoroughly valid ##ated , so smith is setting the gm ##c an imp ##oss ##ibly large task .

reference_raw: There is no reason to believe that care in other medical sectors has been more thoroughly verified, so Smith makes the GMC an impossible task.

reference_spacy_tokens: There is no reason to believe that care in other medical sectors has been more thoroughly verified , so Smith makes the GMC an impossible task .


fn_spacy_tokens_for_baseline: There are different types for cast iron or steel boilers and for copper tubular types , and another type specially formulated for use on systems with aluminium radiators .

source_bert_toks: there are different types for cast iron or steel boilers and for copper tubular types , and another type specially formulated for use on systems with aluminium ra ##dia ##tors .

reference_raw: There are different types of cast iron or steel boilers and copper tubular types and other types specially designed for use in aluminium radiators systems.

reference_spacy_tokens: There are different types of cast iron or steel boilers and copper tubular types and other types specially designed for use in aluminium radiators systems .


fn_spacy_tokens_for_baseline: Second , for teenage girls , some of the problems lie in the enormous complexities of the justice versus welfare debate being fought over the care of juveniles .

source_bert_toks: second , for teenage girls , some of the problems lie in the enormous complex ##ities of the justice versus welfare debate being fought over the care of juveniles .

reference_raw: Second, for teenage girls, some of the problems lie in the enormous complexity of justice versus social discussion being fought over the care of juveniles.

reference_spacy_tokens: Second , for teenage girls , some of the problems lie in the enormous complexity of justice versus social discussion being fought over the care of juveniles .


fn_spacy_tokens_for_baseline: ' I 'm still so damned sleepy . '

source_bert_toks: ' i ' m still so damned sleepy . '

reference_raw: "I'm still so damn drowsy."

reference_spacy_tokens: " I 'm still so damn drowsy . "


fn_spacy_tokens_for_baseline: But instead of the greed - crazed madman he expected , he found himself looking into the round red face of a Sergeant of the Watch .

source_bert_toks: but instead of the greed - crazed madman he expected , he found himself looking into the round red face of a sergeant of the watch .

reference_raw: But instead of the greedy madman he'd been expecting, he found himself staring into the circular red face of the guard sergeant.

reference_spacy_tokens: But instead of the greedy madman he 'd been expecting , he found himself staring into the circular red face of the guard sergeant .


fn_spacy_tokens_for_baseline: In February US military advisers had accompanied the Liberian troops in operations in Nimba , ostensibly to monitor the Army 's behaviour .

source_bert_toks: in february us military advisers had accompanied the liberia ##n troops in operations in ni ##mba , ostensibly to monitor the army ' s behaviour .

reference_raw: In February, U.S. military advisors escorted Liberian troops to operations in Nimba to monitor the military's behavior.

reference_spacy_tokens: In February , U.S. military advisors escorted Liberian troops to operations in Nimba to monitor the military 's behavior .


fn_spacy_tokens_for_baseline: The monkey on board ship was a lad employed to fetch supplies - powder and so forth - to the guns .

source_bert_toks: the monkey on board ship was a lad employed to fetch supplies - powder and so forth - to the guns .

reference_raw: The ape aboard the ship was a boy who had been employed to bring supplies-powder and so on-to the weapons.

reference_spacy_tokens: The ape aboard the ship was a boy who had been employed to bring supplies - powder and so on - to the weapons .


fn_spacy_tokens_for_baseline: Suddenly the people , his people , were expressing only loathing for all that he had achieved in his thirty - seven years on the throne .

source_bert_toks: suddenly the people , his people , were expressing only lo ##athing for all that he had achieved in his thirty - seven years on the throne .

reference_raw: All of a sudden the people, his people, showed only disgust for what he had accomplished in his thirty-seven years on the throne.

reference_spacy_tokens: All of a sudden the people , his people , showed only disgust for what he had accomplished in his thirty - seven years on the throne .


fn_spacy_tokens_for_baseline: Adam 's cut - off jeans with the fringed hems , she meant , and his yellow and red headband that he insisted on calling a fillet as if it were a bit of fish .

source_bert_toks: adam ' s cut - off jeans with the fringe ##d hem ##s , she meant , and his yellow and red head ##band that he insisted on calling a fill ##et as if it were a bit of fish .

reference_raw: She meant Adam's cut-off blues with the edged hems, and his yellow and red headband, which he insisted on calling the fillet as if it were a piece of fish.

reference_spacy_tokens: She meant Adam 's cut - off blues with the edged hems , and his yellow and red headband , which he insisted on calling the fillet as if it were a piece of fish .


fn_spacy_tokens_for_baseline: When I asked if they could make me an identical one trimmed with black fur and beading instead , they were horrified but they agreed in the end . '

source_bert_toks: when i asked if they could make me an identical one trimmed with black fur and bea ##ding instead , they were horrified but they agreed in the end . '

reference_raw: When I asked if they could make me the same one with black fur and beads instead, they were terrified, but they finally agreed.'

reference_spacy_tokens: When I asked if they could make me the same one with black fur and beads instead , they were terrified , but they finally agreed . '


fn_spacy_tokens_for_baseline: The floor of the cockpit was vibrating , the motors were screaming .

source_bert_toks: the floor of the cockpit was vibrating , the motors were screaming .

reference_raw: The floor of the cockpit trembled and the engines screamed.

reference_spacy_tokens: The floor of the cockpit trembled and the engines screamed .


fn_spacy_tokens_for_baseline: On the other hand , the little girl locked within her subconscious mind still linked thoughts of childbirth with her mother 's comment that it ' nearly killed me ' .

source_bert_toks: on the other hand , the little girl locked within her subconscious mind still linked thoughts of childbirth with her mother ' s comment that it ' nearly killed me ' .

reference_raw: On the other hand, the little girl, trapped in her subconscious mind, was still linking the thought of giving birth to her mother's comment that she "had almost killed me."

reference_spacy_tokens: On the other hand , the little girl , trapped in her subconscious mind , was still linking the thought of giving birth to her mother 's comment that she " had almost killed me . "


fn_spacy_tokens_for_baseline: The zoetrope span smoothly , time 's Chief Designer narrowed the legs of trousers and decreed that the cars should be more aerodynamic .

source_bert_toks: the zoe ##tro ##pe span smoothly , time ' s chief designer narrowed the legs of trousers and decreed that the cars should be more aerodynamic .

reference_raw: The zoetrope span was smooth, time's chief designer narrowed his pants and decided that the cars should be more aerodynamic.

reference_spacy_tokens: The zoetrope span was smooth , time 's chief designer narrowed his pants and decided that the cars should be more aerodynamic .


fn_spacy_tokens_for_baseline: As long as we could stop the fire .

source_bert_toks: as long as we could stop the fire .

reference_raw: If we can stop the fire.

reference_spacy_tokens: If we can stop the fire .


fn_spacy_tokens_for_baseline: Virtually all weapons programs use some foreign inputs , if only technical information culled from scientific and engineering sources .

source_bert_toks: virtually all weapons programs use some foreign inputs , if only technical information cu ##lled from scientific and engineering sources .

reference_raw: Virtually all weapons programs use some foreign inputs, even if it's just technical information culled from scientific and technical sources.

reference_spacy_tokens: Virtually all weapons programs use some foreign inputs , even if it 's just technical information culled from scientific and technical sources .


fn_spacy_tokens_for_baseline: A massive fortress was built overlooking the Temple Mount , which Herod named " Antonia " in honor of his Roman friend and benefactor , Mark Antony .

source_bert_toks: a massive fortress was built overlooking the temple mount , which hero ##d named " antonia " in honor of his roman friend and benefactor , mark antony .

reference_raw: A massive fort had been built overlooking the Temple Mount, which Herod called Antonia in honor of his Roman friend and benefactor, Mark Antony.

reference_spacy_tokens: A massive fort had been built overlooking the Temple Mount , which Herod called Antonia in honor of his Roman friend and benefactor , Mark Antony .


fn_spacy_tokens_for_baseline: But although there was a multiplicity of ( short ) railway systems in Venezuela , its relative lack of railway development matched its comparative economic backwardness .

source_bert_toks: but although there was a multi ##plicity of ( short ) railway systems in venezuela , its relative lack of railway development matched its comparative economic backward ##ness .

reference_raw: However, despite the multiplication of (short) rail systems in Venezuela, its relative lack of rail development is consistent with its comparative economic downturn.

reference_spacy_tokens: However , despite the multiplication of ( short ) rail systems in Venezuela , its relative lack of rail development is consistent with its comparative economic downturn .


fn_spacy_tokens_for_baseline: Upon entering the kitchen , he found his mother - in - law dozing by the fire .

source_bert_toks: upon entering the kitchen , he found his mother - in - law do ##zing by the fire .

reference_raw: When he entered the kitchen, he found his mother-in-law asleep by the fire.

reference_spacy_tokens: When he entered the kitchen , he found his mother - in - law asleep by the fire .


fn_spacy_tokens_for_baseline: According to the statement , the first of its kind , the group has managed to manufacture and develop at least 20 different types of biological and chemical weapons .

source_bert_toks: according to the statement , the first of its kind , the group has managed to manufacture and develop at least 20 different types of biological and chemical weapons .

reference_raw: According to that statement, the first of its kind, the group was able to produce and develop at least 20 different kinds of biological and chemical weapons.

reference_spacy_tokens: According to that statement , the first of its kind , the group was able to produce and develop at least 20 different kinds of biological and chemical weapons .


fn_spacy_tokens_for_baseline: ' Charlie ! ' he bawled .

source_bert_toks: ' charlie ! ' he ba ##wled .

reference_raw: 'Charlie!' he shouted.

reference_spacy_tokens: ' Charlie ! ' he shouted .


fn_spacy_tokens_for_baseline: They can take one of the following forms : 1- Steel pipes : Insert 4 inch pipes in the ground at 50 centimeters apart and a height of one meter then fill them with cement 2- Barrels : They are filled with cement and place around the building , especially at the entrance to prevent cars from crashing into it 3- Ditches : They are better than road bumps because they are harder to see .

source_bert_toks: they can take one of the following forms : 1 - steel pipes : insert 4 inch pipes in the ground at 50 centimeters apart and a height of one meter then fill them with cement 2 - barrels : they are filled with cement and place around the building , especially at the entrance to prevent cars from crashing into it 3 - ditch ##es : they are better than road bumps because they are harder to see .

reference_raw: They may take one of the following forms: 1-Steel pipes: insert 4 inch pipes into the ground at a distance of 50 cm and a height of 1 metre, then fill them with cement 2-Barrels: they are filled with cement and are located around the building, especially at the entrance to prevent vehicles from hitting it 3-Ditches: they are better than road bumps because they are more difficult to see.

reference_spacy_tokens: They may take one of the following forms : 1-Steel pipes : insert 4 inch pipes into the ground at a distance of 50 cm and a height of 1 metre , then fill them with cement 2-Barrels : they are filled with cement and are located around the building , especially at the entrance to prevent vehicles from hitting it 3-Ditches : they are better than road bumps because they are more difficult to see .


fn_spacy_tokens_for_baseline: Well , you 've been well off ; have been walking a great deal as of late ; are a frequent writer and are a lefty .

source_bert_toks: well , you ' ve been well off ; have been walking a great deal as of late ; are a frequent writer and are a left ##y .

reference_raw: Well, you've been well; you've been walking a lot lately; you're often a writer, and you're left-handed.

reference_spacy_tokens: Well , you 've been well ; you 've been walking a lot lately ; you 're often a writer , and you 're left - handed .


fn_spacy_tokens_for_baseline: Those invigorating tramps across the springy heather merely whetted my appetite for more .

source_bert_toks: those in ##vi ##gor ##ating tram ##ps across the spring ##y heather merely w ##hett ##ed my appetite for more .

reference_raw: The refreshing tramps across the springy heather were only wheezing my appetite for more.

reference_spacy_tokens: The refreshing tramps across the springy heather were only wheezing my appetite for more .


fn_spacy_tokens_for_baseline: He was admitted to hospital and encouraged to drink 4 - 5 litres of fluid daily with careful monitoring of renal function .

source_bert_toks: he was admitted to hospital and encouraged to drink 4 - 5 litres of fluid daily with careful monitoring of renal function .

reference_raw: He was admitted to the hospital and invited to drink 4-5 liters of liquid daily with careful monitoring of renal function.

reference_spacy_tokens: He was admitted to the hospital and invited to drink 4 - 5 liters of liquid daily with careful monitoring of renal function .


fn_spacy_tokens_for_baseline: They started exchanging recollections of older pageants in their own home towns .

source_bert_toks: they started exchanging rec ##oll ##ection ##s of older pageant ##s in their own home towns .

reference_raw: They began to share memories of the older contestants in their home cities.

reference_spacy_tokens: They began to share memories of the older contestants in their home cities .


fn_spacy_tokens_for_baseline: After the course , I began taking more interest in how other departments were tackling quality assurance .

source_bert_toks: after the course , i began taking more interest in how other departments were tack ##ling quality assurance .

reference_raw: Afterwards, I began to wonder more about how other services were dealing with quality assurance.

reference_spacy_tokens: Afterwards , I began to wonder more about how other services were dealing with quality assurance .


fn_spacy_tokens_for_baseline: It was so high up , it whined like a fly .

source_bert_toks: it was so high up , it w ##hine ##d like a fly .

reference_raw: It was so high, it wailed like a fly.

reference_spacy_tokens: It was so high , it wailed like a fly .


fn_spacy_tokens_for_baseline: Yet they rose to the occasion .

source_bert_toks: yet they rose to the occasion .

reference_raw: But they got up on the occasion.

reference_spacy_tokens: But they got up on the occasion .


fn_spacy_tokens_for_baseline: It was never loving that emptied the heart , nor giving that emptied the purse . '

source_bert_toks: it was never loving that emptied the heart , nor giving that emptied the purse . '

reference_raw: It was never love that emptied the heart, or gave it to empty the bag.'

reference_spacy_tokens: It was never love that emptied the heart , or gave it to empty the bag . '


fn_spacy_tokens_for_baseline: In the Rocky Mountains of British Columbia , the Burgess Pass crosses a ridge between two high snowy peaks .

source_bert_toks: in the rocky mountains of british columbia , the burgess pass crosses a ridge between two high snowy peaks .

reference_raw: In the Rocky Mountains of British Columbia, the Burgess Pass cuts a ridge between two high peaks of snow.

reference_spacy_tokens: In the Rocky Mountains of British Columbia , the Burgess Pass cuts a ridge between two high peaks of snow .


fn_spacy_tokens_for_baseline: So we marched round with different bands , and at 8.45 p.m. we were told to escort the bands to various parts of the city .

source_bert_toks: so we marched round with different bands , and at 8 . 45 p . m . we were told to escort the bands to various parts of the city .

reference_raw: So we walked around in different bands, and at 8:45, we were told to escort the bands to different parts of town.

reference_spacy_tokens: So we walked around in different bands , and at 8:45 , we were told to escort the bands to different parts of town .


fn_spacy_tokens_for_baseline: As I 've discussed in my testimony , the increasing complexity of issues and the accelerating change in government - major factors in GAO 's strategic plan - helped us realize that this realignment was necessary to better position GAO for serving the future needs of the Congress .

source_bert_toks: as i ' ve discussed in my testimony , the increasing complexity of issues and the accelerating change in government - major factors in gao ' s strategic plan - helped us realize that this real ##ignment was necessary to better position gao for serving the future needs of the congress .

reference_raw: As I discussed in my testimony, the growing complexity of the issues and the rapid change in government-major factors in the strategic plan of the GAO helped us to realize that this adjustment was necessary to improve the position of the GAO in order to meet the future needs of the Congress.

reference_spacy_tokens: As I discussed in my testimony , the growing complexity of the issues and the rapid change in government - major factors in the strategic plan of the GAO helped us to realize that this adjustment was necessary to improve the position of the GAO in order to meet the future needs of the Congress .


fn_spacy_tokens_for_baseline: Recently Iman Wilkens has proved through an exhaustive study of Homer that Troy stood , not in Turkey , but on the site of a filling station off the A604 south east of Cambridge .

source_bert_toks: recently im ##an wil ##ken ##s has proved through an exhaust ##ive study of homer that troy stood , not in turkey , but on the site of a filling station off the a ##60 ##4 south east of cambridge .

reference_raw: Recently, Iman Wilkens had shown, through a thorough study of Homer, that Troy was standing not in Turkey but in a filling station off the A604 southeast of Cambridge.

reference_spacy_tokens: Recently , Iman Wilkens had shown , through a thorough study of Homer , that Troy was standing not in Turkey but in a filling station off the A604 southeast of Cambridge .


fn_spacy_tokens_for_baseline: We expect a lot more customers to take advantage of the price cuts . '

source_bert_toks: we expect a lot more customers to take advantage of the price cuts . '

reference_raw: We're waiting for a lot more customers to take advantage of the price cuts.'

reference_spacy_tokens: We 're waiting for a lot more customers to take advantage of the price cuts . '


fn_spacy_tokens_for_baseline: Iran continues to deny any allegations that it is actively pursuing an offensive CW program .

source_bert_toks: iran continues to deny any allegations that it is actively pursuing an offensive cw program .

reference_raw: Iran continues to deny all allegations that it is actively engaged in an offensive program of the CW.

reference_spacy_tokens: Iran continues to deny all allegations that it is actively engaged in an offensive program of the CW .


fn_spacy_tokens_for_baseline: Of course this made it clear that von Neumann 's ' proof ' needed reappraisal , a task successfully accomplished by John Bell .

source_bert_toks: of course this made it clear that von neumann ' s ' proof ' needed re ##app ##rai ##sal , a task successfully accomplished by john bell .

reference_raw: It was clear, of course, that von Neumann's evidence had to be re-assessed, a task that John Bell had successfully completed.

reference_spacy_tokens: It was clear , of course , that von Neumann 's evidence had to be re - assessed , a task that John Bell had successfully completed .


fn_spacy_tokens_for_baseline: Ever since 1957 the Canton Trade Fair ( officially the Chinese Export Commodities Fair ) has attracted throngs of international business people every spring and autumn .

source_bert_toks: ever since 1957 the canton trade fair ( officially the chinese export commodities fair ) has attracted th ##rong ##s of international business people every spring and autumn .

reference_raw: Since 1957, the Canton Trade Fair (officially the Chinese Export Commodity Fair) has attracted crowds of international entrepreneurs every spring and fall.

reference_spacy_tokens: Since 1957 , the Canton Trade Fair ( officially the Chinese Export Commodity Fair ) has attracted crowds of international entrepreneurs every spring and fall .


fn_spacy_tokens_for_baseline: According to Engels the State only develops with the full elaboration of classes , and it is the tool of the ruling class enforcing its will on those whom it oppresses .

source_bert_toks: according to eng ##els the state only develops with the full el ##ab ##oration of classes , and it is the tool of the ruling class enforcing its will on those whom it op ##press ##es .

reference_raw: According to Engels, the state develops only through the full development of classes, and it is a tool for the ruling class to assert its will against those it oppresses.

reference_spacy_tokens: According to Engels , the state develops only through the full development of classes , and it is a tool for the ruling class to assert its will against those it oppresses .


fn_spacy_tokens_for_baseline: Singer Geoff Tate , at No . 40 with Silent Lucidity , says : ' No one liked us until we changed our hairstyles .

source_bert_toks: singer geoff tate , at no . 40 with silent luc ##idi ##ty , says : ' no one liked us until we changed our hairs ##tyle ##s .

reference_raw: Singer Geoff Tate, 40 years old with silent lucidity, says, "Nobody likes us until we change our hair.

reference_spacy_tokens: Singer Geoff Tate , 40 years old with silent lucidity , says , " Nobody likes us until we change our hair .


fn_spacy_tokens_for_baseline: The only sound was the bird song and the breeze rustling the honeysuckle laden hedgerows .

source_bert_toks: the only sound was the bird song and the breeze rustling the honey ##su ##ckle laden hedge ##row ##s .

reference_raw: The only sound was the bird's song and the wind whirring the honey-suckled hedgerows.

reference_spacy_tokens: The only sound was the bird 's song and the wind whirring the honey - suckled hedgerows .


fn_spacy_tokens_for_baseline: No longer is the United States saying , ' Nuclear treaties first , economic deals later ' .

source_bert_toks: no longer is the united states saying , ' nuclear treaties first , economic deals later ' .

reference_raw: The United States is no longer saying, "Nuclear Contracts First, Economic Agreements Later."

reference_spacy_tokens: The United States is no longer saying , " Nuclear Contracts First , Economic Agreements Later . "


fn_spacy_tokens_for_baseline: Gretchen was up a ladder now , sticking Bethlehem stars over the bulletholes on the ceiling .

source_bert_toks: gretchen was up a ladder now , sticking bethlehem stars over the bullet ##holes on the ceiling .

reference_raw: Gretchen was up the ladder now, putting the stars of Bethlehem above the bullet holes in the ceiling.

reference_spacy_tokens: Gretchen was up the ladder now , putting the stars of Bethlehem above the bullet holes in the ceiling .


fn_spacy_tokens_for_baseline: Sue leaned over to Derek and yelled : ' I think I love you . '

source_bert_toks: sue leaned over to derek and yelled : ' i think i love you . '

reference_raw: Sue leaned over to Derek and shouted, "I think I'm in love with you."

reference_spacy_tokens: Sue leaned over to Derek and shouted , " I think I 'm in love with you . "


fn_spacy_tokens_for_baseline: ' A clear case of premeditated murder , the conception made here last Sunday , the spiky weapon obtained from somewhere , the risk taken , ' he said .

source_bert_toks: ' a clear case of prem ##ed ##itated murder , the conception made here last sunday , the sp ##ik ##y weapon obtained from somewhere , the risk taken , ' he said .

reference_raw: "A clear case of premeditated murder, a conception made here last Sunday, a sharp weapon taken from somewhere, a risk taken," he said.

reference_spacy_tokens: " A clear case of premeditated murder , a conception made here last Sunday , a sharp weapon taken from somewhere , a risk taken , " he said .


fn_spacy_tokens_for_baseline: Sir Sidney Barton was apprehensive for my safety and suggested I should join him and Lord Airlie on a short hunting trip near the Awash Station .

source_bert_toks: sir sidney barton was app ##re ##hen ##sive for my safety and suggested i should join him and lord air ##lie on a short hunting trip near the aw ##ash station .

reference_raw: Sir Sidney Barton was worried about my safety and suggested that I join him and Lord Airlie on a short hunting trip near the Awash Station.

reference_spacy_tokens: Sir Sidney Barton was worried about my safety and suggested that I join him and Lord Airlie on a short hunting trip near the Awash Station .


fn_spacy_tokens_for_baseline: So please let me know what will be your compensation for helping me and my sister out ?

source_bert_toks: so please let me know what will be your compensation for helping me and my sister out ?

reference_raw: So please tell me what you're going to do to make up for my sister and me?

reference_spacy_tokens: So please tell me what you 're going to do to make up for my sister and me ?


fn_spacy_tokens_for_baseline: He had a strand of her hair in his fingers ; he played with it , twisting it round until it curled .

source_bert_toks: he had a strand of her hair in his fingers ; he played with it , twisting it round until it curled .

reference_raw: He had a strand of her hair in his hands; he toyed with it, twisting it around until it curled.

reference_spacy_tokens: He had a strand of her hair in his hands ; he toyed with it , twisting it around until it curled .


fn_spacy_tokens_for_baseline: A woman answered with : ' The Exhilarator , how can I help ? '

source_bert_toks: a woman answered with : ' the ex ##hila ##rator , how can i help ? '

reference_raw: The woman said, "Exhilarator, what can I do for you?"

reference_spacy_tokens: The woman said , " Exhilarator , what can I do for you ? "


fn_spacy_tokens_for_baseline: These ramps , together with a piece of wood glued to the front face of the keyframe , raise the action to the designed height under the strings .

source_bert_toks: these ramps , together with a piece of wood glued to the front face of the key ##frame , raise the action to the designed height under the strings .

reference_raw: These ramps, together with a piece of wood attached to the front of the keyframe, increase the action to the intended height below the strings.

reference_spacy_tokens: These ramps , together with a piece of wood attached to the front of the keyframe , increase the action to the intended height below the strings .


fn_spacy_tokens_for_baseline: His murderers knew he was a Catholic . "

source_bert_toks: his murderers knew he was a catholic . "

reference_raw: His killers knew he was Catholic.

reference_spacy_tokens: His killers knew he was Catholic .


fn_spacy_tokens_for_baseline: You 're bigger than mummy .

source_bert_toks: you ' re bigger than mummy .

reference_raw: You're more important than mummy.

reference_spacy_tokens: You 're more important than mummy .


fn_spacy_tokens_for_baseline: The volcanic nature of the Aeolian islands benefits the visitor by warming the local waters to ideal bathing temperatures and the clear blue waters are superb for underwater swimming .

source_bert_toks: the volcanic nature of the ae ##oli ##an islands benefits the visitor by warming the local waters to ideal bathing temperatures and the clear blue waters are superb for underwater swimming .

reference_raw: The volcanic nature of the Aeolian islands is beneficial to the visitor by heating the local waters to ideal bathing temperatures, and clear blue waters are excellent for underwater swimming.

reference_spacy_tokens: The volcanic nature of the Aeolian islands is beneficial to the visitor by heating the local waters to ideal bathing temperatures , and clear blue waters are excellent for underwater swimming .


fn_spacy_tokens_for_baseline: ' I knew that I had to be the best at everything if I was to haul my family out of the financial trouble they were in .

source_bert_toks: ' i knew that i had to be the best at everything if i was to haul my family out of the financial trouble they were in .

reference_raw: I knew I had to be the best at everything to get my family out of their financial troubles.

reference_spacy_tokens: I knew I had to be the best at everything to get my family out of their financial troubles .


fn_spacy_tokens_for_baseline: His eyes were frank , his features regular and his expression quite friendly .

source_bert_toks: his eyes were frank , his features regular and his expression quite friendly .

reference_raw: His eyes were sincere, his face regular, his expression quite amiable.

reference_spacy_tokens: His eyes were sincere , his face regular , his expression quite amiable .


fn_spacy_tokens_for_baseline: Grace Bird , who had the smallest part in the play , that of Maud Mockridge the lady novelist , had still not memorised her lines and read from the script .

source_bert_toks: grace bird , who had the smallest part in the play , that of maud mock ##ridge the lady novelist , had still not memo ##rise ##d her lines and read from the script .

reference_raw: Grace Bird, who had the smallest role in the game, the writer Maud Mockridge, had not yet memorized her lines and read from the script.

reference_spacy_tokens: Grace Bird , who had the smallest role in the game , the writer Maud Mockridge , had not yet memorized her lines and read from the script .


fn_spacy_tokens_for_baseline: It has a well - earned reputation for unrivalled luxury , superb cuisine and discreet service .

source_bert_toks: it has a well - earned reputation for un ##ri ##val ##led luxury , superb cuisine and discreet service .

reference_raw: He has a well-earned reputation for incompetent luxury, excellent cuisine and discreet service.

reference_spacy_tokens: He has a well - earned reputation for incompetent luxury , excellent cuisine and discreet service .


fn_spacy_tokens_for_baseline: Leadership and confidence radiate from her in a forthright and direct manner .

source_bert_toks: leadership and confidence ra ##dia ##te from her in a forth ##right and direct manner .

reference_raw: Leadership and self-confidence emanate from it in a direct and direct way.

reference_spacy_tokens: Leadership and self - confidence emanate from it in a direct and direct way .


fn_spacy_tokens_for_baseline: After that race his family remembers him coming home with badly bruised and torn feet and looking like a skeleton .

source_bert_toks: after that race his family remembers him coming home with badly bruised and torn feet and looking like a skeleton .

reference_raw: After the race, his family recalls that he came home with badly bruised and torn legs and looked like a skeleton.

reference_spacy_tokens: After the race , his family recalls that he came home with badly bruised and torn legs and looked like a skeleton .


fn_spacy_tokens_for_baseline: The sensible thing to do , having made the initial impact , was to walk off in a slow and menacing way , leaving Quigley to gibber .

source_bert_toks: the sensible thing to do , having made the initial impact , was to walk off in a slow and menacing way , leaving qui ##gley to gi ##bber .

reference_raw: The wise thing to do, after the first impact, was to leave slowly and threateningly, leaving Quigley to babble.

reference_spacy_tokens: The wise thing to do , after the first impact , was to leave slowly and threateningly , leaving Quigley to babble .


fn_spacy_tokens_for_baseline: And keep still , ' he thundered as Hilary wriggled futilely .

source_bert_toks: and keep still , ' he thunder ##ed as hilary wr ##ig ##gled futile ##ly .

reference_raw: And don't move," he roared as Hilary wriggled in vain.

reference_spacy_tokens: And do n't move , " he roared as Hilary wriggled in vain .


fn_spacy_tokens_for_baseline: I do n't mean to , it 's just the way my pen slants .

source_bert_toks: i don ' t mean to , it ' s just the way my pen slant ##s .

reference_raw: I don't want to do that. It's just how my pen leans.

reference_spacy_tokens: I do n't want to do that . It 's just how my pen leans .


fn_spacy_tokens_for_baseline: Fortunately , these same parents do want their children to get a decent education as traditionally understood , and they have enough common sense to know what that demands .

source_bert_toks: fortunately , these same parents do want their children to get a decent education as traditionally understood , and they have enough common sense to know what that demands .

reference_raw: Fortunately, the same parents want their children to have a decent education, as they traditionally do, and they have enough common sense to know what it requires.

reference_spacy_tokens: Fortunately , the same parents want their children to have a decent education , as they traditionally do , and they have enough common sense to know what it requires .


fn_spacy_tokens_for_baseline: Breaking the link is essential for success

source_bert_toks: breaking the link is essential for success

reference_raw: Breaking the link is crucial to success

reference_spacy_tokens: Breaking the link is crucial to success


fn_spacy_tokens_for_baseline: Their allies in the Third World do n't enjoy watching them overrun a small primitive country .

source_bert_toks: their allies in the third world don ' t enjoy watching them overrun a small primitive country .

reference_raw: Their allies in the Third World do not like to see them conquer a small primitive country.

reference_spacy_tokens: Their allies in the Third World do not like to see them conquer a small primitive country .


fn_spacy_tokens_for_baseline: Our plan for the next day was to attempt the Austrian route on the north face of les Courtes .

source_bert_toks: our plan for the next day was to attempt the austrian route on the north face of les court ##es .

reference_raw: Our plan for the next day was to try the Austrian route to the northern face of Les Courtes.

reference_spacy_tokens: Our plan for the next day was to try the Austrian route to the northern face of Les Courtes .


fn_spacy_tokens_for_baseline: It was almost as if she was suffering from some dreadful disease that could only be cured by his physical removal .

source_bert_toks: it was almost as if she was suffering from some dreadful disease that could only be cured by his physical removal .

reference_raw: It was almost as if she were suffering from a terrible disease that could only be healed by his physical removal.

reference_spacy_tokens: It was almost as if she were suffering from a terrible disease that could only be healed by his physical removal .


fn_spacy_tokens_for_baseline: One of them slouched in her seat making a great show of what she thought of the event .

source_bert_toks: one of them sl ##ou ##ched in her seat making a great show of what she thought of the event .

reference_raw: One of them lay back in her seat, showing her thoughts about the event.

reference_spacy_tokens: One of them lay back in her seat , showing her thoughts about the event .


fn_spacy_tokens_for_baseline: At 934 m ( 3,064 ft ) , Lantau Peak is high enough to attract the occasional rain cloud - refreshingly cool breezes blow on most hot summer days .

source_bert_toks: at 93 ##4 m ( 3 , 06 ##4 ft ) , lan ##ta ##u peak is high enough to attract the occasional rain cloud - refreshing ##ly cool breeze ##s blow on most hot summer days .

reference_raw: At 934 m (3,064 ft), the Lantau Peak is high enough to draw the occasional rain cloud - a refreshingly cool breeze blows on most hot summer days.

reference_spacy_tokens: At 934 m ( 3,064 ft ) , the Lantau Peak is high enough to draw the occasional rain cloud - a refreshingly cool breeze blows on most hot summer days .


fn_spacy_tokens_for_baseline: On one embarrassing occasion Queen Mary caught her earring on the beard of the plumber who was showing her that the lavatory cistern really worked .

source_bert_toks: on one embarrassing occasion queen mary caught her ear ##ring on the beard of the plum ##ber who was showing her that the lava ##tory cis ##tern really worked .

reference_raw: On one awkward occasion, Queen Mary caught her earring on a plumber's hair, which showed her that the toilet cistern was actually working.

reference_spacy_tokens: On one awkward occasion , Queen Mary caught her earring on a plumber 's hair , which showed her that the toilet cistern was actually working .


fn_spacy_tokens_for_baseline: In the disappointment of defeat , he was wavering about trying again for the blue boat next year , because of academic work .

source_bert_toks: in the disappointment of defeat , he was wave ##ring about trying again for the blue boat next year , because of academic work .

reference_raw: Disappointed with defeat, he hesitated to try again for the blue boat next year for academic work.

reference_spacy_tokens: Disappointed with defeat , he hesitated to try again for the blue boat next year for academic work .


fn_spacy_tokens_for_baseline: For example , to write that you feel joyful in the room is a kind of vague shorthand .

source_bert_toks: for example , to write that you feel joy ##ful in the room is a kind of vague short ##hand .

reference_raw: For example, writing that you're happy in a room is a vague shorthand.

reference_spacy_tokens: For example , writing that you 're happy in a room is a vague shorthand .


fn_spacy_tokens_for_baseline: In Wilkins one finds an elaborate and adaptable theory of knowledge , which differentiated between fundamental truths , provisional hypotheses , and areas of uncertainty in both scientific and religious domains .

source_bert_toks: in wilkins one finds an elaborate and adapt ##able theory of knowledge , which differentiated between fundamental truths , provisional h ##yp ##oth ##eses , and areas of uncertainty in both scientific and religious domains .

reference_raw: In Wilkins, there is a complex and adaptable theory of knowledge that distinguishes fundamental truths, preliminary hypotheses, and areas of insecurity in both scientific and religious spheres.

reference_spacy_tokens: In Wilkins , there is a complex and adaptable theory of knowledge that distinguishes fundamental truths , preliminary hypotheses , and areas of insecurity in both scientific and religious spheres .


fn_spacy_tokens_for_baseline: The baby , a girl , three months premature and perilously fragile , died four days later .

source_bert_toks: the baby , a girl , three months premature and per ##ilo ##usly fragile , died four days later .

reference_raw: A child, a girl, three months premature and dangerously frail, died four days later.

reference_spacy_tokens: A child , a girl , three months premature and dangerously frail , died four days later .


fn_spacy_tokens_for_baseline: ' I could have you flogged senseless for what you did , Sung .

source_bert_toks: ' i could have you fl ##og ##ged sense ##less for what you did , sung .

reference_raw: 'I can whip you for what you've done, Sung.

reference_spacy_tokens: ' I can whip you for what you 've done , Sung .


fn_spacy_tokens_for_baseline: I lift the blanket and peep underneath .

source_bert_toks: i lift the blanket and pee ##p underneath .

reference_raw: I pick up the blanket and peek under it.

reference_spacy_tokens: I pick up the blanket and peek under it .


fn_spacy_tokens_for_baseline: Thunder rumbled and echoed in the stairwell .

source_bert_toks: thunder rumbled and echoed in the stairwell .

reference_raw: The storm roared and echoed up the stairs.

reference_spacy_tokens: The storm roared and echoed up the stairs .


fn_spacy_tokens_for_baseline: We clean him up and the caveman makes us look cool .

source_bert_toks: we clean him up and the cave ##man makes us look cool .

reference_raw: We'll clean it up, and we'll look good on the caveman.

reference_spacy_tokens: We 'll clean it up , and we 'll look good on the caveman .


fn_spacy_tokens_for_baseline: The Nakasone cabinet in 1986 , like the Reagan or Thatcher governments , was deeply involved with issues that are ostensibly private to individuals or families .

source_bert_toks: the nak ##as ##one cabinet in 1986 , like the reagan or thatcher governments , was deeply involved with issues that are ostensibly private to individuals or families .

reference_raw: In 1986, the Nakasone government, like the Reagan and Thatcher government, was deeply involved in issues that were obviously private to individuals and families.

reference_spacy_tokens: In 1986 , the Nakasone government , like the Reagan and Thatcher government , was deeply involved in issues that were obviously private to individuals and families .


fn_spacy_tokens_for_baseline: I decided to brave the storm .

source_bert_toks: i decided to brave the storm .

reference_raw: I have chosen to brave the storm.

reference_spacy_tokens: I have chosen to brave the storm .


fn_spacy_tokens_for_baseline: Jack treats in three clinics six hundred people , six days a week -- relying totally on voluntary help , his only income being from the Calcutta Rescue Fund , a small UK based charity .

source_bert_toks: jack treats in three clinics six hundred people , six days a week - - relying totally on voluntary help , his only income being from the calcutta rescue fund , a small uk based charity .

reference_raw: Jack treats six hundred people in three clinics, six days a week, fully dependent on voluntary assistance, his only income being from the Calcutta Rescue Fund, a small charity based in Britain.

reference_spacy_tokens: Jack treats six hundred people in three clinics , six days a week , fully dependent on voluntary assistance , his only income being from the Calcutta Rescue Fund , a small charity based in Britain .


fn_spacy_tokens_for_baseline: Jekub lurched forward and jolted to a stop .

source_bert_toks: je ##ku ##b lurched forward and jolted to a stop .

reference_raw: Jekub staggered forward and stopped.

reference_spacy_tokens: Jekub staggered forward and stopped .


fn_spacy_tokens_for_baseline: Routine in his life was everything and he would be jiggered if anything -- even the abduction of Squire Blacker -- would interfere with it .

source_bert_toks: routine in his life was everything and he would be ji ##gger ##ed if anything - - even the abduction of squire black ##er - - would interfere with it .

reference_raw: The routine of his life was everything, and he'd be nervous if anything - even Squire Blacker's kidnapping - interfered with it.

reference_spacy_tokens: The routine of his life was everything , and he 'd be nervous if anything - even Squire Blacker 's kidnapping - interfered with it .


fn_spacy_tokens_for_baseline: Darren Anderton slipped past Tom Cowan 's lethargic tackle and his low cross from the right was slotted in by the England player .

source_bert_toks: darren and ##erton slipped past tom cowan ' s let ##har ##gic tackle and his low cross from the right was slot ##ted in by the england player .

reference_raw: Darren Anderton slipped past Tom Cowan's lethargy counter, and the English player slipped his low cross to the right.

reference_spacy_tokens: Darren Anderton slipped past Tom Cowan 's lethargy counter , and the English player slipped his low cross to the right .


fn_spacy_tokens_for_baseline: It replaced all those stale , old foes of the past .

source_bert_toks: it replaced all those stale , old foe ##s of the past .

reference_raw: It replaced all the stale, ancient enemies of the past.

reference_spacy_tokens: It replaced all the stale , ancient enemies of the past .


fn_spacy_tokens_for_baseline: ' But we spent millions on destroying their records .

source_bert_toks: ' but we spent millions on destroying their records .

reference_raw: 'But we've spent billions of dollars trying to destroy their records.

reference_spacy_tokens: ' But we 've spent billions of dollars trying to destroy their records .


fn_spacy_tokens_for_baseline: King crab is , in fact , a misnomer .

source_bert_toks: king crab is , in fact , a mis ##no ##mer .

reference_raw: King Crab's a bad name, actually.

reference_spacy_tokens: King Crab 's a bad name , actually .


fn_spacy_tokens_for_baseline: When she had finished , she wrapped her thick winter cloak around herself , picked up a basket of her bread and opened the cabin door .

source_bert_toks: when she had finished , she wrapped her thick winter cloak around herself , picked up a basket of her bread and opened the cabin door .

reference_raw: When she had finished, she wrapped her thick winter coat around her, picked up a basket of bread, and opened the cabin door.

reference_spacy_tokens: When she had finished , she wrapped her thick winter coat around her , picked up a basket of bread , and opened the cabin door .


fn_spacy_tokens_for_baseline: ' Just when a player thinks he is past him , Pally will stick out a long leg and nick the ball off him .

source_bert_toks: ' just when a player thinks he is past him , pal ##ly will stick out a long leg and nick the ball off him .

reference_raw: 'Just when the player thinks he's over it, Pally sticks out a long leg and kicks the ball out of it.

reference_spacy_tokens: ' Just when the player thinks he 's over it , Pally sticks out a long leg and kicks the ball out of it .


fn_spacy_tokens_for_baseline: How are you going to make sure your customer 's payment to you wo n't be stopped by his government 's policies , which is always possible where there are balance of payments or political problems ?

source_bert_toks: how are you going to make sure your customer ' s payment to you won ' t be stopped by his government ' s policies , which is always possible where there are balance of payments or political problems ?

reference_raw: How do you ensure that your client's payment to you is not stopped by the government's policy, which is always the case when there is a balance of payments or a political problem?

reference_spacy_tokens: How do you ensure that your client 's payment to you is not stopped by the government 's policy , which is always the case when there is a balance of payments or a political problem ?


fn_spacy_tokens_for_baseline: A large man in every way , he was tall and big - bellied ; bellicose when fondest , hearty when not .

source_bert_toks: a large man in every way , he was tall and big - bell ##ied ; bell ##ico ##se when fond ##est , heart ##y when not .

reference_raw: He was a big man in every way, big-bellied, bellicose when he was fondest and hearty when he wasn't.

reference_spacy_tokens: He was a big man in every way , big - bellied , bellicose when he was fondest and hearty when he was n't .


fn_spacy_tokens_for_baseline: In 1908 she addressed 150 mass meetings in all parts of Britain , and in 1909 - 14 was editor of the suffragist newspaper , the Common Cause .

source_bert_toks: in 1908 she addressed 150 mass meetings in all parts of britain , and in 1909 - 14 was editor of the su ##ff ##rag ##ist newspaper , the common cause .

reference_raw: In 1908, it dealt with 150 mass meetings in all parts of the United Kingdom, and in 1909-14 it was the editor of a suffragist newspaper, a common cause.

reference_spacy_tokens: In 1908 , it dealt with 150 mass meetings in all parts of the United Kingdom , and in 1909 - 14 it was the editor of a suffragist newspaper , a common cause .


fn_spacy_tokens_for_baseline: If you listen to early Whitesnake records the bass is quite light in the mix , but it 's a very definite sound , and the strings had a lot to do with that .

source_bert_toks: if you listen to early whites ##na ##ke records the bass is quite light in the mix , but it ' s a very definite sound , and the strings had a lot to do with that .

reference_raw: When you hear early Whitesnake recordings, the bass is quite light in the mix, but it's a very definite sound, and the strings have a lot to do with it.

reference_spacy_tokens: When you hear early Whitesnake recordings , the bass is quite light in the mix , but it 's a very definite sound , and the strings have a lot to do with it .


fn_spacy_tokens_for_baseline: Like the woman who lifts the car off her child trapped beneath it .

source_bert_toks: like the woman who lifts the car off her child trapped beneath it .

reference_raw: Like a woman who picks up a car from a child trapped under it.

reference_spacy_tokens: Like a woman who picks up a car from a child trapped under it .


fn_spacy_tokens_for_baseline: He stared at her for a long moment , and then he turned , stuffed his hands into his trouser pockets , and stared out over the lake .

source_bert_toks: he stared at her for a long moment , and then he turned , stuffed his hands into his tr ##ouse ##r pockets , and stared out over the lake .

reference_raw: He stared at her for a long moment, then turned, put his hands in his pants pockets, and looked out over the lake.

reference_spacy_tokens: He stared at her for a long moment , then turned , put his hands in his pants pockets , and looked out over the lake .


fn_spacy_tokens_for_baseline: Early risers in Middlesbrough had a surprise when their milkman delivered his pintas yesterday .

source_bert_toks: early rise ##rs in middlesbrough had a surprise when their milk ##man delivered his pin ##tas yesterday .

reference_raw: The early risers in Middlesbrough were surprised to see their milkman bring his pints yesterday.

reference_spacy_tokens: The early risers in Middlesbrough were surprised to see their milkman bring his pints yesterday .


fn_spacy_tokens_for_baseline: The turmoil continued until Ashi 's mouth was taped firmly with wide plastic parcel - tape and her feet tied with cord like her hands , leaving her on the floor propped against the wall .

source_bert_toks: the turmoil continued until ash ##i ' s mouth was taped firmly with wide plastic parcel - tape and her feet tied with cord like her hands , leaving her on the floor propped against the wall .

reference_raw: The confusion continued until Ashi's mouth was firmly taped with a wide plastic tape and her legs were tied with ropes like her hands, and she was lying on the floor against the wall.

reference_spacy_tokens: The confusion continued until Ashi 's mouth was firmly taped with a wide plastic tape and her legs were tied with ropes like her hands , and she was lying on the floor against the wall .


fn_spacy_tokens_for_baseline: The note said Imro was concerned there might be ' similar undetected shenanigans ' in other occupational pension schemes .

source_bert_toks: the note said im ##ro was concerned there might be ' similar und ##ete ##cted shen ##ani ##gan ##s ' in other occupational pension schemes .

reference_raw: The note said that Imro feared that other occupational pension schemes might be 'similar undetected shenanigans'.

reference_spacy_tokens: The note said that Imro feared that other occupational pension schemes might be ' similar undetected shenanigans ' .


fn_spacy_tokens_for_baseline: He groaned and drew her closer , one hand around her waist , while the other separated her blouse from the waistband of her skirt .

source_bert_toks: he groaned and drew her closer , one hand around her waist , while the other separated her blouse from the waistband of her skirt .

reference_raw: He moaned and drew her close, one arm around her waist, the other separating her tunic from the waistband of her skirt.

reference_spacy_tokens: He moaned and drew her close , one arm around her waist , the other separating her tunic from the waistband of her skirt .


fn_spacy_tokens_for_baseline: He felt a wave of exasperation rise within him .

source_bert_toks: he felt a wave of ex ##as ##peration rise within him .

reference_raw: He felt a surge of irritation rise in him.

reference_spacy_tokens: He felt a surge of irritation rise in him .


fn_spacy_tokens_for_baseline: Slowly raising his head , he gazed over the shattered , bemused figure in his arms , to give Carole a beaming smile .

source_bert_toks: slowly raising his head , he gazed over the shattered , be ##mus ##ed figure in his arms , to give carole a beaming smile .

reference_raw: He raised his head slowly and looked at the shattered, bemused figure in his arms to give Carol a bright smile.

reference_spacy_tokens: He raised his head slowly and looked at the shattered , bemused figure in his arms to give Carol a bright smile .


fn_spacy_tokens_for_baseline: 1- Kiosks should be placed at entrance gates to check visitors when approaching the building .

source_bert_toks: 1 - ki ##os ##ks should be placed at entrance gates to check visitors when approaching the building .

reference_raw: 1-Kiosks should be positioned at the entrance gate to check the visitors as they approach the building.

reference_spacy_tokens: 1-Kiosks should be positioned at the entrance gate to check the visitors as they approach the building .


fn_spacy_tokens_for_baseline: Today , it is best remembered , perhaps , for the fatal crash of Parry Thomas in 1927 in his motorcar ' Babs ' .

source_bert_toks: today , it is best remembered , perhaps , for the fatal crash of parry thomas in 1927 in his motor ##car ' ba ##bs ' .

reference_raw: Today, perhaps, it is best remembered for the death of Parry Thomas in his car 'Babs' in 1927.

reference_spacy_tokens: Today , perhaps , it is best remembered for the death of Parry Thomas in his car ' Babs ' in 1927 .


fn_spacy_tokens_for_baseline: Well the council started then and they took on machines of their own .

source_bert_toks: well the council started then and they took on machines of their own .

reference_raw: Well, that's when the council began, and they took over their own machines.

reference_spacy_tokens: Well , that 's when the council began , and they took over their own machines .


fn_spacy_tokens_for_baseline: As he staggered on he could visualise the young Julie running alongside him , red faced and tight lipped .

source_bert_toks: as he staggered on he could visual ##ise the young julie running alongside him , red faced and tight lip ##ped .

reference_raw: As he stumbled forward, he pictured the young Julia running beside him, her face red and her lips tight.

reference_spacy_tokens: As he stumbled forward , he pictured the young Julia running beside him , her face red and her lips tight .


fn_spacy_tokens_for_baseline: We have good reason to doubt the compatibility of these moral aspirations , for an absolute restriction on the power to withdraw promises imposes a constraint upon liberty without necessarily promoting the liberty of others or oneself .

source_bert_toks: we have good reason to doubt the compatibility of these moral aspirations , for an absolute restriction on the power to withdraw promises impose ##s a constraint upon liberty without necessarily promoting the liberty of others or oneself .

reference_raw: We have good reason to doubt that these moral ambitions are compatible, since the absolute limitation of the power to withdraw promises imposes a restriction on freedom without necessarily promoting the freedom of others or themselves.

reference_spacy_tokens: We have good reason to doubt that these moral ambitions are compatible , since the absolute limitation of the power to withdraw promises imposes a restriction on freedom without necessarily promoting the freedom of others or themselves .


fn_spacy_tokens_for_baseline: He felt suddenly deeply depressed .

source_bert_toks: he felt suddenly deeply depressed .

reference_raw: Suddenly he felt a deep depression.

reference_spacy_tokens: Suddenly he felt a deep depression .


fn_spacy_tokens_for_baseline: Hypertext is not concerned with paper at all , so there is no possibility of students handing in pieces of paper for assessment .

source_bert_toks: hyper ##text is not concerned with paper at all , so there is no possibility of students handing in pieces of paper for assessment .

reference_raw: The hypertext doesn't concern paper at all, so it's impossible for students to deliver paper pieces for evaluation.

reference_spacy_tokens: The hypertext does n't concern paper at all , so it 's impossible for students to deliver paper pieces for evaluation .


fn_spacy_tokens_for_baseline: Profit for its commercial insurance division fell 30 % to $ 59 million , reflecting higher catastrophe losses and the price war in the property / casualty market for nearly three years .

source_bert_toks: profit for its commercial insurance division fell 30 % to $ 59 million , reflecting higher catastrophe losses and the price war in the property / casualty market for nearly three years .

reference_raw: The earnings of its commercial insurance division fell from 30% to $59 million, reflecting higher disaster losses and price wars on the property/sacrifice market for almost three years.

reference_spacy_tokens: The earnings of its commercial insurance division fell from 30 % to $ 59 million , reflecting higher disaster losses and price wars on the property / sacrifice market for almost three years .


fn_spacy_tokens_for_baseline: This 320 km range is the range of the Shehab-1 ( i.e. , Hwasong-5 ) and is slightly greater than the 280 km of the standard Scud - B. It is unlikely that the Iranians manufactured these missiles , but rather they were assembled from components provided by the DPRK .

source_bert_toks: this 320 ##km range is the range of the she ##hab - 1 ( i . e . , h ##was ##ong - 5 ) and is slightly greater than the 280 ##km of the standard sc ##ud - b . it is unlikely that the iranian ##s manufactured these missiles , but rather they were assembled from components provided by the d ##pr ##k .

reference_raw: This 320 km range is the Shehab-1 (Hwasong-5) range and slightly higher than the 280 km standard Scud-B range. It is unlikely that the Iranians would produce these missiles, but instead they were made from components supplied by the DPRK.

reference_spacy_tokens: This 320 km range is the Shehab-1 ( Hwasong-5 ) range and slightly higher than the 280 km standard Scud - B range . It is unlikely that the Iranians would produce these missiles , but instead they were made from components supplied by the DPRK .


fn_spacy_tokens_for_baseline: In April 2003 , Egyptian customs officials intercepted 22 tons of aluminum tubing from Germany that would likely have been used for a pilot cascade of about 100 - 200 gas centrifuges , which indicates North Korea is probably not yet ready to begin operation of a large - scale plant .

source_bert_toks: in april 2003 , egyptian customs officials intercepted 22 tons of aluminum tub ##ing from germany that would likely have been used for a pilot cascade of about 100 - 200 gas cent ##ri ##fu ##ges , which indicates north korea is probably not yet ready to begin operation of a large - scale plant .

reference_raw: In April 2003, Egyptian customs officials intercepted 22 tonnes of aluminium pipes from Germany, which would probably be used in a pilot cascade of about 100 to 200 gas centrifuges, indicating that North Korea is probably not ready to start operating a large-scale facility.

reference_spacy_tokens: In April 2003 , Egyptian customs officials intercepted 22 tonnes of aluminium pipes from Germany , which would probably be used in a pilot cascade of about 100 to 200 gas centrifuges , indicating that North Korea is probably not ready to start operating a large - scale facility .


fn_spacy_tokens_for_baseline: While Byzantine land was being divided , there was no one in control of the seas , so pirates raided towns on many of the islands .

source_bert_toks: while byzantine land was being divided , there was no one in control of the seas , so pirates raided towns on many of the islands .

reference_raw: While the Byzantine country was being divided, no one could control the seas, so the pirates raided the cities of many islands.

reference_spacy_tokens: While the Byzantine country was being divided , no one could control the seas , so the pirates raided the cities of many islands .


fn_spacy_tokens_for_baseline: His landlady was nervous of strangers and called through the door , ' I 'm sorry , Mr Ramsey is out . '

source_bert_toks: his land ##lad ##y was nervous of strangers and called through the door , ' i ' m sorry , mr ramsey is out . '

reference_raw: His landlord was agitated by strangers and called out the door, "Sorry, Mr. Ramsey's gone."

reference_spacy_tokens: His landlord was agitated by strangers and called out the door , " Sorry , Mr. Ramsey 's gone . "


fn_spacy_tokens_for_baseline: The noble art of husbandry becomes a drudgery .

source_bert_toks: the noble art of husband ##ry becomes a dr ##udge ##ry .

reference_raw: The noble art of breeding becomes a burden.

reference_spacy_tokens: The noble art of breeding becomes a burden .


fn_spacy_tokens_for_baseline: The taxpayer , assuming the validity of the statute as I believe it is entitled to do , considers itself obligated to pay .

source_bert_toks: the taxpayer , assuming the validity of the statute as i believe it is entitled to do , considers itself ob ##liga ##ted to pay .

reference_raw: On the assumption that the law is valid as I think it is entitled to do, the taxpayer considers that he is obliged to pay.

reference_spacy_tokens: On the assumption that the law is valid as I think it is entitled to do , the taxpayer considers that he is obliged to pay .


fn_spacy_tokens_for_baseline: This restriction , however , merely limits Mr Nesbitt , who is chairman of the casino company Crockford 's , and Mr Isaacs from conspiring together to start a rival record chain .

source_bert_toks: this restriction , however , merely limits mr nes ##bit ##t , who is chairman of the casino company cr ##ock ##ford ' s , and mr isaac ##s from con ##sp ##iring together to start a rival record chain .

reference_raw: However, that restriction restricts only Mr. Nesbitt, who is chairman of Crockford's casino company, and Mr. Isaacs, from working together to establish a competitive record chain.

reference_spacy_tokens: However , that restriction restricts only Mr. Nesbitt , who is chairman of Crockford 's casino company , and Mr. Isaacs , from working together to establish a competitive record chain .


fn_spacy_tokens_for_baseline: The scuffle at the Club Des Esseintes aside , she had not been in a fight since elementary school .

source_bert_toks: the sc ##uf ##fle at the club des es ##sei ##ntes aside , she had not been in a fight since elementary school .

reference_raw: The fight at the Des Esseintes Club aside, she hadn't had a fight since elementary school.

reference_spacy_tokens: The fight at the Des Esseintes Club aside , she had n't had a fight since elementary school .


fn_spacy_tokens_for_baseline: ' We are talking about crises here and when the chips are down Diana is a very tough child .

source_bert_toks: ' we are talking about crises here and when the chips are down diana is a very tough child .

reference_raw: We're talking about a crisis here, and when the chips are down, Diana's a very hard kid.

reference_spacy_tokens: We 're talking about a crisis here , and when the chips are down , Diana 's a very hard kid .


fn_spacy_tokens_for_baseline: She would be up at dawn and away before he woke .

source_bert_toks: she would be up at dawn and away before he woke .

reference_raw: He'll be up in the morning and gone before he wakes up.

reference_spacy_tokens: He 'll be up in the morning and gone before he wakes up .


fn_spacy_tokens_for_baseline: When they come out , they are fry ; as they grow a little , they become parr ; larger still , they turn into smolt and fizz off down to the sea .

source_bert_toks: when they come out , they are fry ; as they grow a little , they become par ##r ; larger still , they turn into sm ##olt and fi ##zz off down to the sea .

reference_raw: When they come out, they're fried; as they grow a little, they become parr; even bigger, they turn to smolt and fizzle down into the sea.

reference_spacy_tokens: When they come out , they 're fried ; as they grow a little , they become parr ; even bigger , they turn to smolt and fizzle down into the sea .


fn_spacy_tokens_for_baseline: Historically , very few terrorist groups have possessed the motivation , the organization , and the technical capability to conduct a successful chemical or biological terrorist attack , particularly on a large scale .

source_bert_toks: historically , very few terrorist groups have possessed the motivation , the organization , and the technical capability to conduct a successful chemical or biological terrorist attack , particularly on a large scale .

reference_raw: Historically, very few terrorist groups have the motives, organizations, and technical capabilities to carry out successfully chemical or biological terrorist attacks, especially on a large scale.

reference_spacy_tokens: Historically , very few terrorist groups have the motives , organizations , and technical capabilities to carry out successfully chemical or biological terrorist attacks , especially on a large scale .


fn_spacy_tokens_for_baseline: The back of the rug is then coated with latex and is normally covered by a piece of cloth .

source_bert_toks: the back of the rug is then coated with late ##x and is normally covered by a piece of cloth .

reference_raw: The back of the carpet is then covered with latex and is usually covered with a piece of cloth.

reference_spacy_tokens: The back of the carpet is then covered with latex and is usually covered with a piece of cloth .


fn_spacy_tokens_for_baseline: This was asset - stripping on a grand scale , only the assets were stripped by the company 's managing director and then thrown away .

source_bert_toks: this was asset - stripping on a grand scale , only the assets were stripped by the company ' s managing director and then thrown away .

reference_raw: It was a large-scale asset-stripping operation, only the assets had been taken from the company's managing director and then thrown away.

reference_spacy_tokens: It was a large - scale asset - stripping operation , only the assets had been taken from the company 's managing director and then thrown away .


fn_spacy_tokens_for_baseline: The amphibians require fresh water in which to spawn , while hedges provide moist ground for adults to hide .

source_bert_toks: the amp ##hi ##bians require fresh water in which to spawn , while hedges provide moist ground for adults to hide .

reference_raw: Amphibians need fresh water to spawn, and hedges provide wet ground for adults to hide.

reference_spacy_tokens: Amphibians need fresh water to spawn , and hedges provide wet ground for adults to hide .


fn_spacy_tokens_for_baseline: Estabrook gave a chastened grunt .

source_bert_toks: est ##ab ##rook gave a cha ##sten ##ed grunt .

reference_raw: Estabrook grumbled in chastity.

reference_spacy_tokens: Estabrook grumbled in chastity .


fn_spacy_tokens_for_baseline: ' Why could n't you just stay in the back of beyond ? ' she said .

source_bert_toks: ' why couldn ' t you just stay in the back of beyond ? ' she said .

reference_raw: "Why can't you stay behind?" she asked.

reference_spacy_tokens: " Why ca n't you stay behind ? " she asked .


fn_spacy_tokens_for_baseline: And Alexandre was certainly describing them , right now , to his friends at the entrance to the pier .

source_bert_toks: and alexandre was certainly describing them , right now , to his friends at the entrance to the pier .

reference_raw: And I'm sure Alexandre was just describing them to his buddies at the entrance to the pier.

reference_spacy_tokens: And I 'm sure Alexandre was just describing them to his buddies at the entrance to the pier .


fn_spacy_tokens_for_baseline: He is Robert Harrold , Chairman of the National Dance branch of the Imperial Society of Teachers of Dancing -- a very experienced teacher who lectures and examines in many parts of the world .

source_bert_toks: he is robert ha ##rro ##ld , chairman of the national dance branch of the imperial society of teachers of dancing - - a very experienced teacher who lectures and examines in many parts of the world .

reference_raw: He's Robert Harrold, head of the National Dance Division of the Imperial Society of Dance Teachers, a very experienced teacher who teaches and studyes in many parts of the world.

reference_spacy_tokens: He 's Robert Harrold , head of the National Dance Division of the Imperial Society of Dance Teachers , a very experienced teacher who teaches and studyes in many parts of the world .


fn_spacy_tokens_for_baseline: Without thought , Theda threw off the covers and swung her feet to the floor .

source_bert_toks: without thought , the ##da threw off the covers and swung her feet to the floor .

reference_raw: Without thinking, Theda threw off her blankets and threw her legs to the floor.

reference_spacy_tokens: Without thinking , Theda threw off her blankets and threw her legs to the floor .


fn_spacy_tokens_for_baseline: And there she wrung the cloth out in the sink .

source_bert_toks: and there she wr ##ung the cloth out in the sink .

reference_raw: And that's where she wrapped the cloth in the sink.

reference_spacy_tokens: And that 's where she wrapped the cloth in the sink .


fn_spacy_tokens_for_baseline: Lido di Camaiore lies at the northern end of Viareggio , next to Marina di Pietrasanta , in the most fashionable part of the Tuscan coast .

source_bert_toks: lid ##o di cam ##ai ##ore lies at the northern end of via ##re ##ggio , next to marina di pie ##tra ##sant ##a , in the most fashionable part of the tu ##scan coast .

reference_raw: Lido di Camaiore lies on the north side of Viareggio, next to Marina di Pietrasanta, in the most fashionable part of the coast of Tuscan.

reference_spacy_tokens: Lido di Camaiore lies on the north side of Viareggio , next to Marina di Pietrasanta , in the most fashionable part of the coast of Tuscan .


fn_spacy_tokens_for_baseline: Gangs of men were at work trying to rescue the contents of the burning shacks , going from one to another , putting out the fires ; or so I thought till with a shock it came to me that these were no rescuers but incendiaries , that the battle I saw them waging was not with the flames but with the rain .

source_bert_toks: gangs of men were at work trying to rescue the contents of the burning shack ##s , going from one to another , putting out the fires ; or so i thought till with a shock it came to me that these were no rescue ##rs but inc ##end ##ia ##ries , that the battle i saw them wa ##ging was not with the flames but with the rain .

reference_raw: Gangs of men were at work trying to save the contents of the burning huts, moving from one to the other, extinguishing the fires; or so I thought, until I realized with a shock, that they were not saviors, but fires, and that the battle I had seen them waging was not with fire, but with rain.

reference_spacy_tokens: Gangs of men were at work trying to save the contents of the burning huts , moving from one to the other , extinguishing the fires ; or so I thought , until I realized with a shock , that they were not saviors , but fires , and that the battle I had seen them waging was not with fire , but with rain .


fn_spacy_tokens_for_baseline: This custom suggests new stages in the old rebellion against religious strictures , which once demanded that female hair -- divinely ordained to be long and seductive -- be covered up lest it incite lust .

source_bert_toks: this custom suggests new stages in the old rebellion against religious strict ##ures , which once demanded that female hair - - divine ##ly ordained to be long and seductive - - be covered up lest it inc ##ite lust .

reference_raw: This custom suggests new phases of the old uprising against religious strictures, which once required that women's hair - divinely designed to be lengthy and seductive - be covered in such a way that it does not inspire lust.

reference_spacy_tokens: This custom suggests new phases of the old uprising against religious strictures , which once required that women 's hair - divinely designed to be lengthy and seductive - be covered in such a way that it does not inspire lust .


fn_spacy_tokens_for_baseline: " Excuse me , they pissed on me . "

source_bert_toks: " excuse me , they pissed on me . "

reference_raw: "I'm sorry, they were mad at me."

reference_spacy_tokens: " I 'm sorry , they were mad at me . "


fn_spacy_tokens_for_baseline: As the foremost dictionary of the world 's leading language , the OED commands a position unrivalled by any other work of reference .

source_bert_toks: as the foremost dictionary of the world ' s leading language , the o ##ed commands a position un ##ri ##val ##led by any other work of reference .

reference_raw: As the leading vocabulary of the world's leading language, the OED commands a position that is not rivaled by any other reference work.

reference_spacy_tokens: As the leading vocabulary of the world 's leading language , the OED commands a position that is not rivaled by any other reference work .


fn_spacy_tokens_for_baseline: Edward concealed his dismay .

source_bert_toks: edward concealed his dismay .

reference_raw: Edward hid his horror.

reference_spacy_tokens: Edward hid his horror .


fn_spacy_tokens_for_baseline: ' Touch her again with your filthy paws , and I 'll ram my fist into your ugly face ! '

source_bert_toks: ' touch her again with your filthy paws , and i ' ll ram my fist into your ugly face ! '

reference_raw: "Touch her again with your dirty paws, and I'll punch your ugly face with my fist!"

reference_spacy_tokens: " Touch her again with your dirty paws , and I 'll punch your ugly face with my fist ! "


fn_spacy_tokens_for_baseline: It would be cool inside the church .

source_bert_toks: it would be cool inside the church .

reference_raw: In a church, it'd be cool.

reference_spacy_tokens: In a church , it 'd be cool .


fn_spacy_tokens_for_baseline: Corpse collectors were sorting fresh human meat for recycling .

source_bert_toks: corpse collectors were sorting fresh human meat for recycling .

reference_raw: The choir collectors graded fresh human meat for recycling.

reference_spacy_tokens: The choir collectors graded fresh human meat for recycling .


fn_spacy_tokens_for_baseline: The participation rate of women of working age doubled between the 1921 and 1981 ( from 30.6 per cent to 61.1 per cent among those aged 20 - 64 ) .

source_bert_toks: the participation rate of women of working age doubled between the 1921 and 1981 ( from 30 . 6 per cent to 61 . 1 per cent among those aged 20 - 64 ) .

reference_raw: Between 1921 and 1981 (from 30.6% to 61.1% of the 20-64-year-olds), the participation rate of women of working age was twice that of women of working age.

reference_spacy_tokens: Between 1921 and 1981 ( from 30.6 % to 61.1 % of the 20 - 64-year - olds ) , the participation rate of women of working age was twice that of women of working age .


fn_spacy_tokens_for_baseline: She slid her arms into her silk robe and tied it loosely at the waist .

source_bert_toks: she slid her arms into her silk robe and tied it loosely at the waist .

reference_raw: She slipped her hands into her silk dress and tied it loosely to her waist.

reference_spacy_tokens: She slipped her hands into her silk dress and tied it loosely to her waist .


fn_spacy_tokens_for_baseline: As a result , Canada 's trade surplus fell for the first time in four months to just over $ 4.5 billion in February from nearly $ 5.1 billion in January .

source_bert_toks: as a result , canada ' s trade surplus fell for the first time in four months to just over $ 4 . 5 billion in february from nearly $ 5 . 1 billion in january .

reference_raw: As a result, Canada's trade surplus fell from almost $5.1 billion in January for the first time in four months to just above $4.5 billion in February.

reference_spacy_tokens: As a result , Canada 's trade surplus fell from almost $ 5.1 billion in January for the first time in four months to just above $ 4.5 billion in February .


fn_spacy_tokens_for_baseline: ' But I realised that I had spoken too soon , ' he continued .

source_bert_toks: ' but i realised that i had spoken too soon , ' he continued .

reference_raw: "But I realized I was talking too soon," he went on.

reference_spacy_tokens: " But I realized I was talking too soon , " he went on .


fn_spacy_tokens_for_baseline: Pretreatment with L - NAME significantly prolonged the response to CCK-8 at all doses studied .

source_bert_toks: pre ##tre ##at ##ment with l - name significantly prolonged the response to cc ##k - 8 at all doses studied .

reference_raw: Pre-treatment with L-NAME significantly increased the response to CCK-8 at all doses studied.

reference_spacy_tokens: Pre - treatment with L - NAME significantly increased the response to CCK-8 at all doses studied .


fn_spacy_tokens_for_baseline: Examine filthy battered weekend trousers and deformed suede shoes .

source_bert_toks: examine filthy battered weekend trousers and def ##or ##med sued ##e shoes .

reference_raw: Examine dirty, battered weekend pants and deformed suede boots.

reference_spacy_tokens: Examine dirty , battered weekend pants and deformed suede boots .


fn_spacy_tokens_for_baseline: As the guns thundered , hundreds of residents of Hussein Kot and other rural villages fled south to Kabul on foot or in lurching , overloaded trucks .

source_bert_toks: as the guns thunder ##ed , hundreds of residents of hussein ko ##t and other rural villages fled south to kabul on foot or in lu ##rch ##ing , over ##loaded trucks .

reference_raw: As the guns thundered, hundreds of citizens of Hussein Kot and other villages of the country fled south to Kabul, either in lumbering, overloaded trucks.

reference_spacy_tokens: As the guns thundered , hundreds of citizens of Hussein Kot and other villages of the country fled south to Kabul , either in lumbering , overloaded trucks .