fn_spacy_tokens_for_baseline: They take their night 's work seriously and do the rounds of local houses , carting bundles of trash to the tip for a few pennies , and getting first pick of each load .

source_bert_toks: they take their night ' s work seriously and do the rounds of local houses , cart ##ing bundles of trash to the tip for a few penn ##ies , and getting first pick of each load .

reference_raw: They take their night's work seriously, do the rounds of the local houses, carry a bunch of garbage to the tip for a couple of pennies, and get the first pick of each load.

reference_spacy_tokens: They take their night 's work seriously , do the rounds of the local houses , carry a bunch of garbage to the tip for a couple of pennies , and get the first pick of each load .


fn_spacy_tokens_for_baseline: I have known smallholders who lived in caravans and have seen nomad herdsmen in Asia who camp in the open or carry their tents on their backs .

source_bert_toks: i have known small ##holders who lived in caravan ##s and have seen no ##mad herds ##men in asia who camp in the open or carry their tents on their backs .

reference_raw: I know smallholders who live in trailers and see nomad shepherds in Asia who camp in the open or carry their tents on their backs.

reference_spacy_tokens: I know smallholders who live in trailers and see nomad shepherds in Asia who camp in the open or carry their tents on their backs .


fn_spacy_tokens_for_baseline: The interior walls are alternately recessed with square and semicircular niches and there are eight columns of the Corinthian order supporting an entablature , with , above , eight further columns of the Composite order .

source_bert_toks: the interior walls are alternately recess ##ed with square and semi ##ci ##rc ##ular niche ##s and there are eight columns of the co ##rin ##thi ##an order supporting an en ##ta ##bla ##ture , with , above , eight further columns of the composite order .

reference_raw: The inner walls are alternately recessed by square and semicircular alcoves, and there are eight columns of the Corinthian sequence supporting the entablature, with eight more columns of the Composite sequence.

reference_spacy_tokens: The inner walls are alternately recessed by square and semicircular alcoves , and there are eight columns of the Corinthian sequence supporting the entablature , with eight more columns of the Composite sequence .


fn_spacy_tokens_for_baseline: She knew he watched her , and with a pronounced glitter in his blue eyes , which boded ill , but she did n't care .

source_bert_toks: she knew he watched her , and with a pronounced glitter in his blue eyes , which bo ##ded ill , but she didn ' t care .

reference_raw: She knew he was watching her, and there was a distinct gleam in his blue eyes that made her sick, but she didn't care.

reference_spacy_tokens: She knew he was watching her , and there was a distinct gleam in his blue eyes that made her sick , but she did n't care .


fn_spacy_tokens_for_baseline: Parking the car in the small space beneath the house that had been set aside for it , Belinda skimmed silently up the back stairs .

source_bert_toks: parking the car in the small space beneath the house that had been set aside for it , belinda skimmed silently up the back stairs .

reference_raw: Belinda parked the car in the small space under the house, which had been set aside for it, and went quietly up the back stairs.

reference_spacy_tokens: Belinda parked the car in the small space under the house , which had been set aside for it , and went quietly up the back stairs .


fn_spacy_tokens_for_baseline: Though she has had little education , her vocabulary is excellent : she fountains out ideas and observations at breathless speed .

source_bert_toks: though she has had little education , her vocabulary is excellent : she fountains out ideas and observations at breathless speed .

reference_raw: Although she had little education, her vocabulary was brilliant: she fountained thoughts and observations at a breathless rate.

reference_spacy_tokens: Although she had little education , her vocabulary was brilliant : she fountained thoughts and observations at a breathless rate .


fn_spacy_tokens_for_baseline: Meanwhile , commercial director Malcolm Edwards , who has defended a sizeable coal industry , is on the point of departure after a boardroom battle with chairman Clarke , reportedly backed by energy secretary Wakeham .

source_bert_toks: meanwhile , commercial director malcolm edwards , who has defended a size ##able coal industry , is on the point of departure after a board ##room battle with chairman clarke , reportedly backed by energy secretary wake ##ham .

reference_raw: In the meantime, commercial director Malcolm Edwards, who defended a large coal industry, is in position after the boardroom battle with President Clarke, allegedly supported by Secretary of Energy Wakeham.

reference_spacy_tokens: In the meantime , commercial director Malcolm Edwards , who defended a large coal industry , is in position after the boardroom battle with President Clarke , allegedly supported by Secretary of Energy Wakeham .


fn_spacy_tokens_for_baseline: Be careful that the words sound the way they do normally , because it 's very easy when you pronounce individual words to make them sound odd .

source_bert_toks: be careful that the words sound the way they do normally , because it ' s very easy when you pro ##no ##unce individual words to make them sound odd .

reference_raw: Be careful when words sound the way they usually do, because it's very easy when you say individual words to make them sound strange.

reference_spacy_tokens: Be careful when words sound the way they usually do , because it 's very easy when you say individual words to make them sound strange .


fn_spacy_tokens_for_baseline: Some researchers working on the removal and examination of fertilized cells have been able to reject those which were clearly mongoloid , only replacing those known to be able to produce normal infants .

source_bert_toks: some researchers working on the removal and examination of fe ##rti ##lized cells have been able to reject those which were clearly mongol ##oid , only replacing those known to be able to produce normal infants .

reference_raw: Some researchers working on the removal and testing of fertilised cells have been able to reject those that are clearly mongoloids, only replacing those that are known to produce normal babies.

reference_spacy_tokens: Some researchers working on the removal and testing of fertilised cells have been able to reject those that are clearly mongoloids , only replacing those that are known to produce normal babies .


fn_spacy_tokens_for_baseline: The Praya , the promenade in front of the ferry pier , is a good place to observe the many junks and fishing boats in the harbor .

source_bert_toks: the pray ##a , the promenade in front of the ferry pier , is a good place to observe the many junk ##s and fishing boats in the harbor .

reference_raw: Praya, the promenade before the ferry pier, is a good place to watch a lot of junk and fishing boats in the harbor.

reference_spacy_tokens: Praya , the promenade before the ferry pier , is a good place to watch a lot of junk and fishing boats in the harbor .


fn_spacy_tokens_for_baseline: When at last the work was finished , Mina and Kali packed a basket with some clean clothes and went together to the stream to wash .

source_bert_toks: when at last the work was finished , mina and kali packed a basket with some clean clothes and went together to the stream to wash .

reference_raw: When the job was finally done, Mina and Kali wrapped up a basket of clean clothes and walked together to the stream to wash.

reference_spacy_tokens: When the job was finally done , Mina and Kali wrapped up a basket of clean clothes and walked together to the stream to wash .


fn_spacy_tokens_for_baseline: Diana and Charles stooped down to search through the clothes .

source_bert_toks: diana and charles st ##ooped down to search through the clothes .

reference_raw: Diana and Charles bent down to look at their clothes.

reference_spacy_tokens: Diana and Charles bent down to look at their clothes .


fn_spacy_tokens_for_baseline: These are located in three Halls of Residence on and immediately adjacent to the campus .

source_bert_toks: these are located in three halls of residence on and immediately adjacent to the campus .

reference_raw: They are located in three residence halls on the campus and immediately in the vicinity of the school.

reference_spacy_tokens: They are located in three residence halls on the campus and immediately in the vicinity of the school .


fn_spacy_tokens_for_baseline: ' Please stand up and recite as much of it as you can . '

source_bert_toks: ' please stand up and rec ##ite as much of it as you can . '

reference_raw: "Please get up and recite as much as you can."

reference_spacy_tokens: " Please get up and recite as much as you can . "


fn_spacy_tokens_for_baseline: In February an attempt was made to placate working - class anger .

source_bert_toks: in february an attempt was made to pl ##aca ##te working - class anger .

reference_raw: In February, an attempt was made to contain the anger of the working class.

reference_spacy_tokens: In February , an attempt was made to contain the anger of the working class .


fn_spacy_tokens_for_baseline: as I rapped the window with my umbrella handle

source_bert_toks: as i rap ##ped the window with my umbrella handle

reference_raw: when I knocked on the window with the handle of my umbrella


fn_spacy_tokens_for_baseline: The first type has a clear space all around it ; a back - to - the - wall bidet is installed against a false wall , which conceals the plumbing .

source_bert_toks: the first type has a clear space all around it ; a back - to - the - wall bid ##et is installed against a false wall , which conceal ##s the plumbing .

reference_raw: The first type has a clean space around it; the back-to-the-wall bidet is mounted against a false wall that hides the pipes.

reference_spacy_tokens: The first type has a clean space around it ; the back - to - the - wall bidet is mounted against a false wall that hides the pipes .


fn_spacy_tokens_for_baseline: This elegant , 18th century villa built in red brick is a short walk across Greenwich Park from the National Maritime Museum .

source_bert_toks: this elegant , 18th century villa built in red brick is a short walk across greenwich park from the national maritime museum .

reference_raw: This elegant 18th-century mansion built in red brick is a short walk across Greenwich Park from the National Maritime Museum.

reference_spacy_tokens: This elegant 18th - century mansion built in red brick is a short walk across Greenwich Park from the National Maritime Museum .


fn_spacy_tokens_for_baseline: Abetted by her husband , she refused to countenance the renunciations which Henry was to make in the peace treaty .

source_bert_toks: abe ##tted by her husband , she refused to count ##ena ##nce the ren ##unciation ##s which henry was to make in the peace treaty .

reference_raw: Abducted by her husband, she refused to face the renunciation of Henry's peace treaty.

reference_spacy_tokens: Abducted by her husband , she refused to face the renunciation of Henry 's peace treaty .


fn_spacy_tokens_for_baseline: It is necessary , therefore , to point out that there does not seem to be any decisive evidence in favour of the assertion .

source_bert_toks: it is necessary , therefore , to point out that there does not seem to be any decisive evidence in favour of the assertion .

reference_raw: It must therefore be pointed out that there does not appear to be any conclusive evidence to support that claim.

reference_spacy_tokens: It must therefore be pointed out that there does not appear to be any conclusive evidence to support that claim .


fn_spacy_tokens_for_baseline: The marquis made one belated attempt to warn her .

source_bert_toks: the marquis made one bela ##ted attempt to warn her .

reference_raw: The marquis tried to warn her late.

reference_spacy_tokens: The marquis tried to warn her late .


fn_spacy_tokens_for_baseline: Even the most inexperienced nurse can contribute to the care of patients by being thoughtful and helpful to patients , relatives and colleagues .

source_bert_toks: even the most inexperienced nurse can contribute to the care of patients by being thoughtful and helpful to patients , relatives and colleagues .

reference_raw: Even the most experienced nurse can contribute to patient care by being thoughtful and helpful to patients, relatives and colleagues.

reference_spacy_tokens: Even the most experienced nurse can contribute to patient care by being thoughtful and helpful to patients , relatives and colleagues .


fn_spacy_tokens_for_baseline: Snored in their slumbers , lost like the daylight

source_bert_toks: s ##nor ##ed in their sl ##umber ##s , lost like the daylight

reference_raw: They snored in their sleep, lost like daylight.

reference_spacy_tokens: They snored in their sleep , lost like daylight .


fn_spacy_tokens_for_baseline: The high walls of the tower protect the crew from arrows and attack from the ground .

source_bert_toks: the high walls of the tower protect the crew from arrows and attack from the ground .

reference_raw: The tower's high walls protect the crew from arrows and strike from the ground.

reference_spacy_tokens: The tower 's high walls protect the crew from arrows and strike from the ground .


fn_spacy_tokens_for_baseline: It helps people to relax , to feel cheerful and to be more sociable .

source_bert_toks: it helps people to relax , to feel cheerful and to be more soc ##iable .

reference_raw: It helps people relax, feel happy, and be more social.

reference_spacy_tokens: It helps people relax , feel happy , and be more social .


fn_spacy_tokens_for_baseline: For this , Abbot J. Svitavsky commissioned Rubens in 1673 in Antwerp to paint the Death of St Thomas and St Augustus .

source_bert_toks: for this , abbot j . sv ##ita ##vsky commissioned ruben ##s in 167 ##3 in antwerp to paint the death of st thomas and st augustus .

reference_raw: In 1673, Abbot J. Svitavsky ordered Rubens to paint the deaths of St. Thomas and St. Augustus in Antwerp.

reference_spacy_tokens: In 1673 , Abbot J. Svitavsky ordered Rubens to paint the deaths of St. Thomas and St. Augustus in Antwerp .


fn_spacy_tokens_for_baseline: If you are tall and lean , so should your drawn image be ; all this will help you to feel more intimately involved with the figure you are drawing .

source_bert_toks: if you are tall and lean , so should your drawn image be ; all this will help you to feel more intimately involved with the figure you are drawing .

reference_raw: If you're tall and slender, so should your drawing image; all this helps you feel more closely involved in the figure you're drawing.

reference_spacy_tokens: If you 're tall and slender , so should your drawing image ; all this helps you feel more closely involved in the figure you 're drawing .


fn_spacy_tokens_for_baseline: The committee held a banquet at the City 's Guildhall to discuss constitutional reform and to honour Roy ( now Lord ) Jenkins , who is committed to PR .

source_bert_toks: the committee held a banquet at the city ' s guild ##hall to discuss constitutional reform and to honour roy ( now lord ) jenkins , who is committed to pr .

reference_raw: In the city's Guildhall, the committee held a feast to discuss constitutional reform and honor Roy (now Lord) Jenkins, who is committed to the People's Republic.

reference_spacy_tokens: In the city 's Guildhall , the committee held a feast to discuss constitutional reform and honor Roy ( now Lord ) Jenkins , who is committed to the People 's Republic .


fn_spacy_tokens_for_baseline: Look for jewelry shops along Avenida do Infante D. Henrique and Avenida de Almeida Ribeiro .

source_bert_toks: look for jewelry shops along ave ##ni ##da do infant ##e d . henri ##que and ave ##ni ##da de almeida rib ##eiro .

reference_raw: Search the Avenida Do Infante D. Henrique and Avenida de Almeida Ribeiro for jewelry stores.

reference_spacy_tokens: Search the Avenida Do Infante D. Henrique and Avenida de Almeida Ribeiro for jewelry stores .


fn_spacy_tokens_for_baseline: An answering knock came from inside , and taking the screw from her pocket she unscrewed the crate expertly .

source_bert_toks: an answering knock came from inside , and taking the screw from her pocket she un ##sc ##rew ##ed the crate expert ##ly .

reference_raw: There was a replying knock from the inside, and she took the bolt out of her pocket and removed it expertly.

reference_spacy_tokens: There was a replying knock from the inside , and she took the bolt out of her pocket and removed it expertly .


fn_spacy_tokens_for_baseline: The same fate befalls British citizens living in Northern Ireland .

source_bert_toks: the same fate be ##falls british citizens living in northern ireland .

reference_raw: The same fate applies to British citizens who live in Northern Ireland.

reference_spacy_tokens: The same fate applies to British citizens who live in Northern Ireland .


fn_spacy_tokens_for_baseline: The Handover Pavilion was meant to be a temporary structure , but public outcry ensured its preservation ( located on Xian Xing Hai ; open weekdays 10 am - 6 pm , until 10 pm weekends ) .

source_bert_toks: the hand ##over pavilion was meant to be a temporary structure , but public out ##cr ##y ensured its preservation ( located on xi ##an xi ##ng hai ; open weekdays 10 am - 6 pm , until 10 pm weekends ) .

reference_raw: The Handover Pavilion was supposed to be a temporary building, but public outbursts ensured that it was maintained (located at Xian Xing Hai; open weekends at 10 - 6:00 p.m., until 10:00 p.m.).

reference_spacy_tokens: The Handover Pavilion was supposed to be a temporary building , but public outbursts ensured that it was maintained ( located at Xian Xing Hai ; open weekends at 10 - 6:00 p.m. , until 10:00 p.m. ) .


fn_spacy_tokens_for_baseline: It was widely known that this promised to be a vintage year for books , thanks to an amazingly generous benefaction from a special friend of St . A 's & St . G 's .

source_bert_toks: it was widely known that this promised to be a vintage year for books , thanks to an amazingly generous ben ##ef ##act ##ion from a special friend of st . a ' s & st . g ' s .

reference_raw: It was widely known that it would be the year of the year of the book, thanks to the incredibly generous kindness of St.A.'s and St.G.'s special friend.

reference_spacy_tokens: It was widely known that it would be the year of the year of the book , thanks to the incredibly generous kindness of St . A. 's and St . G. 's special friend .


fn_spacy_tokens_for_baseline: ' Faster , faster , ' she ordered , as they puttered up Brownlow Hill , empty of Meredith .

source_bert_toks: ' faster , faster , ' she ordered , as they put ##tered up brown ##low hill , empty of meredith .

reference_raw: 'Quicker, quicker,' she commanded, as they set up Brownlow Hill, empty of Meredith.

reference_spacy_tokens: ' Quicker , quicker , ' she commanded , as they set up Brownlow Hill , empty of Meredith .


fn_spacy_tokens_for_baseline: Right rather than have to retrial the whole whole thing and spend all the money for people to , you know , go back to court and all the lawyers and i mean it just winds up costing the taxpayers a fortune - you know , a fortune - to keep doing that .

source_bert_toks: right rather than have to re ##tri ##al the whole whole thing and spend all the money for people to , you know , go back to court and all the lawyers and i mean it just winds up costing the taxpayers a fortune - you know , a fortune - to keep doing that .

reference_raw: Right, instead of having to try it all over again and spend all that money on people, you know, going back to court and all the lawyers, and I mean, it's gonna end up costing taxpayers a fortune, you know, a fortune, to go on with it.

reference_spacy_tokens: Right , instead of having to try it all over again and spend all that money on people , you know , going back to court and all the lawyers , and I mean , it 's gon na end up costing taxpayers a fortune , you know , a fortune , to go on with it .


fn_spacy_tokens_for_baseline: Allergies to wood dust can develop in staff and consideration should be given to using dust - free sawdust and to the staff wearing masks when handling the dry bedding .

source_bert_toks: all ##er ##gies to wood dust can develop in staff and consideration should be given to using dust - free saw ##dust and to the staff wearing masks when handling the dry bed ##ding .

reference_raw: Wood dust allergies may occur in the staff and consideration should be given to the use of dust-free sawdust and to staff wearing masks when handling the dry bed.

reference_spacy_tokens: Wood dust allergies may occur in the staff and consideration should be given to the use of dust - free sawdust and to staff wearing masks when handling the dry bed .


fn_spacy_tokens_for_baseline: But enough talk of farewells and reunions -- let us speak of the present . '

source_bert_toks: but enough talk of farewell ##s and reunion ##s - - let us speak of the present . '

reference_raw: But enough talk about goodbyes and reunions - let's talk about the present.'

reference_spacy_tokens: But enough talk about goodbyes and reunions - let 's talk about the present . '


fn_spacy_tokens_for_baseline: They remembered Phoebe from Oxford days , and she could not fail to notice their thinly veiled compassion for Rachel that her brilliant daughter should have turned out so odd , so unsatisfactory .

source_bert_toks: they remembered phoebe from oxford days , and she could not fail to notice their thin ##ly veil ##ed compassion for rachel that her brilliant daughter should have turned out so odd , so un ##sat ##is ##factory .

reference_raw: They remembered Phoebe from Oxford, and she couldn't help noticing their thinly veiled sympathy for Rachel that her brilliant daughter had turned out to be so strange and unsatisfactory.

reference_spacy_tokens: They remembered Phoebe from Oxford , and she could n't help noticing their thinly veiled sympathy for Rachel that her brilliant daughter had turned out to be so strange and unsatisfactory .


fn_spacy_tokens_for_baseline: Each year a house music competition is held and every single one of the school 's senior pupils takes part .

source_bert_toks: each year a house music competition is held and every single one of the school ' s senior pupils takes part .

reference_raw: There's a house music contest every year, and each of the school's senior students attends.

reference_spacy_tokens: There 's a house music contest every year , and each of the school 's senior students attends .


fn_spacy_tokens_for_baseline: Although he later affected contempt for the poor , Walters had grown up the son of a working - class Leicestershire Communist .

source_bert_toks: although he later affected contempt for the poor , walters had grown up the son of a working - class leicestershire communist .

reference_raw: Although he later influenced the scorn of the poor, Walters grew up to be the son of a working class communist in Leicestershire.

reference_spacy_tokens: Although he later influenced the scorn of the poor , Walters grew up to be the son of a working class communist in Leicestershire .


fn_spacy_tokens_for_baseline: Biblical motifs recur -- some art - experts call them sermons in stone , and their messages would certainly have been clear to the often - illiterate medieval pilgrims trudging to Santiago de Compostela in Spain .

source_bert_toks: biblical motifs rec ##ur - - some art - experts call them sermons in stone , and their messages would certainly have been clear to the often - ill ##iter ##ate medieval pilgrims tr ##ud ##ging to santiago de com ##post ##ela in spain .

reference_raw: The biblical motifs are repeated - some artists call them preaching in stone, and their messages would certainly be clear to the often illiterate medieval pilgrims who trudged to Santiago de Compostela in Spain.

reference_spacy_tokens: The biblical motifs are repeated - some artists call them preaching in stone , and their messages would certainly be clear to the often illiterate medieval pilgrims who trudged to Santiago de Compostela in Spain .


fn_spacy_tokens_for_baseline: The Prince mopped his brow , his hands sweaty inside his gloves , as he faced the bowling for the new over .

source_bert_toks: the prince mo ##pped his brow , his hands sweaty inside his gloves , as he faced the bowling for the new over .

reference_raw: The prince wiped his forehead, his hands sweating in his gloves, and turned to the bowling for a new one.

reference_spacy_tokens: The prince wiped his forehead , his hands sweating in his gloves , and turned to the bowling for a new one .


fn_spacy_tokens_for_baseline: Some caution has already been expressed about the extent to which the new GCSE examinations will reach less able children previously excluded from the Certificate of Secondary Education .

source_bert_toks: some caution has already been expressed about the extent to which the new g ##cs ##e examinations will reach less able children previously excluded from the certificate of secondary education .

reference_raw: Some caution has already been expressed as to the extent to which new GCSE tests will reach less qualified children previously excluded from the certificate of secondary education.

reference_spacy_tokens: Some caution has already been expressed as to the extent to which new GCSE tests will reach less qualified children previously excluded from the certificate of secondary education .


fn_spacy_tokens_for_baseline: A late night attempt to resume talks today by the London ambulance employers ended in failure just before midnight when the unions rejected the call .

source_bert_toks: a late night attempt to resume talks today by the london ambulance employers ended in failure just before midnight when the unions rejected the call .

reference_raw: The late-night attempt to continue the talks of London's ambulance employers ended up failing just before midnight when the unions refused the call.

reference_spacy_tokens: The late - night attempt to continue the talks of London 's ambulance employers ended up failing just before midnight when the unions refused the call .


fn_spacy_tokens_for_baseline: For a perennial plant with a milder garlic flavour , sow Chinese chive seeds now in a sheltered spot or cold frame .

source_bert_toks: for a perennial plant with a mild ##er garlic flavour , so ##w chinese chi ##ve seeds now in a sheltered spot or cold frame .

reference_raw: In the case of a permanent plant with a milder garlic flavour, the Chinese chive seeds are now planted in a sheltered place or in a cold frame.

reference_spacy_tokens: In the case of a permanent plant with a milder garlic flavour , the Chinese chive seeds are now planted in a sheltered place or in a cold frame .


fn_spacy_tokens_for_baseline: He asserted explicitly that he appealed ' not . to the feelings or the passions of the House but to the stubborn facts , incapable of contradiction ' .

source_bert_toks: he asserted explicitly that he appealed ' not . to the feelings or the passions of the house but to the stubborn facts , incapable of contradiction ' .

reference_raw: He said explicitly that he was appealing "not to the feelings or passions of the House, but to the stubborn facts, incapable of contradiction."

reference_spacy_tokens: He said explicitly that he was appealing " not to the feelings or passions of the House , but to the stubborn facts , incapable of contradiction . "


fn_spacy_tokens_for_baseline: THE Queen 's speech to the nation at the end of her ' annus horribilis ' failed to attract a larger audience than normal yesterday .

source_bert_toks: the queen ' s speech to the nation at the end of her ' ann ##us ho ##rri ##bilis ' failed to attract a larger audience than normal yesterday .

reference_raw: The Queen's speech to the people at the end of her "Annus horribilis" failed to attract more audiences than usual yesterday.

reference_spacy_tokens: The Queen 's speech to the people at the end of her " Annus horribilis " failed to attract more audiences than usual yesterday .


fn_spacy_tokens_for_baseline: I walked along Shattuck between Delaware and Cedar at a few minutes before eight this morning .

source_bert_toks: i walked along sha ##tt ##uck between delaware and cedar at a few minutes before eight this morning .

reference_raw: A few minutes before eight in the morning, I walked through Shattuck between Delaware and Cedar.

reference_spacy_tokens: A few minutes before eight in the morning , I walked through Shattuck between Delaware and Cedar .


fn_spacy_tokens_for_baseline: While churches may differ in their understanding of the timing and mode of water baptism , they must emphasise the decisive spiritual reality depicted by the sacrament .

source_bert_toks: while churches may differ in their understanding of the timing and mode of water baptism , they must emphasis ##e the decisive spiritual reality depicted by the sacrament .

reference_raw: Although churches may differ in their understanding of the timing and mode of water christening, they must stress the crucial spiritual reality represented by the sacrament.

reference_spacy_tokens: Although churches may differ in their understanding of the timing and mode of water christening , they must stress the crucial spiritual reality represented by the sacrament .


fn_spacy_tokens_for_baseline: The narrow channels around Altdorf itself are impassable to ocean - going ships , although once beyond Altdorf the Reik and the Talabec broaden out again .

source_bert_toks: the narrow channels around alt ##dorf itself are imp ##ass ##able to ocean - going ships , although once beyond alt ##dorf the rei ##k and the tal ##abe ##c broad ##en out again .

reference_raw: The narrow canals around Altdorf itself are impenetrable to seagoing ships, but once beyond Altdorf, the Reik and the Talabec expand again.

reference_spacy_tokens: The narrow canals around Altdorf itself are impenetrable to seagoing ships , but once beyond Altdorf , the Reik and the Talabec expand again .


fn_spacy_tokens_for_baseline: London is the great city of art auctions , with New York ; but it has never in this century rivalled Paris or New York as a place for painters and sculptors to live in .

source_bert_toks: london is the great city of art auction ##s , with new york ; but it has never in this century rival ##led paris or new york as a place for painters and sculptors to live in .

reference_raw: London is a great art auction city with New York, but in this century it has never competed with Paris or New York as a place for artists and sculptors to live in.

reference_spacy_tokens: London is a great art auction city with New York , but in this century it has never competed with Paris or New York as a place for artists and sculptors to live in .


fn_spacy_tokens_for_baseline: Drink plenty of water and calorie - free drinks

source_bert_toks: drink plenty of water and cal ##ori ##e - free drinks

reference_raw: Drink a lot of water and beverages without calories


fn_spacy_tokens_for_baseline: ' We 're lucky in Christopher and Alastair at any rate , ' she said .

source_bert_toks: ' we ' re lucky in christopher and ala ##sta ##ir at any rate , ' she said .

reference_raw: 'At least Christopher and Alastair are lucky,' she said.

reference_spacy_tokens: ' At least Christopher and Alastair are lucky , ' she said .


fn_spacy_tokens_for_baseline: So had these cunning little creatures marked out their pathway to food with a species - specific street lamp system that only they could perceive ?

source_bert_toks: so had these cunning little creatures marked out their pathway to food with a species - specific street lamp system that only they could perceive ?

reference_raw: So did these cunning little creatures mark their way to food with a sort of street-lamp system that only they could see?

reference_spacy_tokens: So did these cunning little creatures mark their way to food with a sort of street - lamp system that only they could see ?


fn_spacy_tokens_for_baseline: A HP engineer accidentally touched a plastic ink - filled tube with a soldering iron , and a jet of ink squirted out of the tube onto a wall .

source_bert_toks: a hp engineer accidentally touched a plastic ink - filled tube with a sold ##ering iron , and a jet of ink sq ##ui ##rted out of the tube onto a wall .

reference_raw: The HP engineer accidentally touched a plastic ink-filled tube with a soldering iron, and a jet of ink poured from the tube onto the wall.

reference_spacy_tokens: The HP engineer accidentally touched a plastic ink - filled tube with a soldering iron , and a jet of ink poured from the tube onto the wall .


fn_spacy_tokens_for_baseline: Second , it explains why voters hold Congress in disdain but generally love their own congressional representatives : Any individual legislator 's constituents appreciate the specific benefits that the legislator wins for them but not the overall cost associated with every other legislator doing likewise for his own constituency .

source_bert_toks: second , it explains why voters hold congress in disdain but generally love their own congressional representatives : any individual legislator ' s constituents appreciate the specific benefits that the legislator wins for them but not the overall cost associated with every other legislator doing likewise for his own constituency .

reference_raw: Second, it explains why voters hold Congress in contempt, but generally love their own congressional representatives: each individual legislator appreciates the special benefits that the legislator wins for them, but not the total expenses associated with each other legislator doing the same for its own constituency.

reference_spacy_tokens: Second , it explains why voters hold Congress in contempt , but generally love their own congressional representatives : each individual legislator appreciates the special benefits that the legislator wins for them , but not the total expenses associated with each other legislator doing the same for its own constituency .


fn_spacy_tokens_for_baseline: Why are n't you going to have a sleep , I 'd like to have a sleep .

source_bert_toks: why aren ' t you going to have a sleep , i ' d like to have a sleep .

reference_raw: Why don't you go to bed?

reference_spacy_tokens: Why do n't you go to bed ?


fn_spacy_tokens_for_baseline: 1 June however saw the departure of 7 / JG 26 for North Africa .

source_bert_toks: 1 june however saw the departure of 7 / j ##g 26 for north africa .

reference_raw: However, on 1 June, 7/JG 26 was dispatched to North Africa.

reference_spacy_tokens: However , on 1 June , 7 / JG 26 was dispatched to North Africa .


fn_spacy_tokens_for_baseline: However , boys will be boys and they enjoyed the fresh air and the sport of fishing , in fact the boys had been known to fish after dark at the newty pond which was very illegal !

source_bert_toks: however , boys will be boys and they enjoyed the fresh air and the sport of fishing , in fact the boys had been known to fish after dark at the newt ##y pond which was very illegal !

reference_raw: But the boys would be boys, and they would enjoy the fresh air and the sport of fishing, in fact, the boys were known to be fishing after dark in a new pool that was very illegal!

reference_spacy_tokens: But the boys would be boys , and they would enjoy the fresh air and the sport of fishing , in fact , the boys were known to be fishing after dark in a new pool that was very illegal !


fn_spacy_tokens_for_baseline: When large crowds gathered for an illegal rave last year at Castlemorton Common in Worcestershire , some critics suggested the easy availability of benefits was one factor in allowing the event to drag on for almost a week .

source_bert_toks: when large crowds gathered for an illegal rave last year at castle ##mo ##rton common in worcestershire , some critics suggested the easy availability of benefits was one factor in allowing the event to drag on for almost a week .

reference_raw: When a large crowd gathered last year at Castlemorton Common in Worcestershire for an illegal ravage, some critics suggested that the easy availability of benefits was one of the factors that allowed the event to last nearly a week.

reference_spacy_tokens: When a large crowd gathered last year at Castlemorton Common in Worcestershire for an illegal ravage , some critics suggested that the easy availability of benefits was one of the factors that allowed the event to last nearly a week .


fn_spacy_tokens_for_baseline: He had actually been acting as " unofficial " postman for several years , meeting the ships and putting the letters under his hat before touring the town to deliver them .

source_bert_toks: he had actually been acting as " unofficial " post ##man for several years , meeting the ships and putting the letters under his hat before touring the town to deliver them .

reference_raw: In fact, he'd been acting like a "unofficial" mailman for several years, and he'd seen the ships and put the letters under his hat before he'd travelled to the city to deliver them.

reference_spacy_tokens: In fact , he 'd been acting like a " unofficial " mailman for several years , and he 'd seen the ships and put the letters under his hat before he 'd travelled to the city to deliver them .


fn_spacy_tokens_for_baseline: Extricating the eyepieces from the furrows in my chest , I stumbled over to my associate 's office .

source_bert_toks: ex ##tric ##ating the eye ##piece ##s from the fur ##row ##s in my chest , i stumbled over to my associate ' s office .

reference_raw: I pulled the eyepieces out of the furrows in my chest and staggered to my companion's office.

reference_spacy_tokens: I pulled the eyepieces out of the furrows in my chest and staggered to my companion 's office .


fn_spacy_tokens_for_baseline: The prime victim , however , is the convenience supermarket meal which is cooked only to a certain temperature at processing stage , then chilled , transported and briefly heated before eating .

source_bert_toks: the prime victim , however , is the convenience supermarket meal which is cooked only to a certain temperature at processing stage , then chilled , transported and briefly heated before eating .

reference_raw: However, the main victim is a supermarket meal, which is cooked only to a certain temperature at the processing stage, then cooled, transported and briefly warmed before eating.

reference_spacy_tokens: However , the main victim is a supermarket meal , which is cooked only to a certain temperature at the processing stage , then cooled , transported and briefly warmed before eating .


fn_spacy_tokens_for_baseline: Laura found an occasional outlet in humorous accounts of their lives related to close women friends with an infectious laugh .

source_bert_toks: laura found an occasional outlet in humorous accounts of their lives related to close women friends with an infectious laugh .

reference_raw: Laura found an occasional outlet in the funny accounts of their lives, linked to the close-ups of women who were friends with infectious laughter.

reference_spacy_tokens: Laura found an occasional outlet in the funny accounts of their lives , linked to the close - ups of women who were friends with infectious laughter .


fn_spacy_tokens_for_baseline: Since 1983 , the company 's revenues have climbed from $ 1.6 billion to $ 2.5 billion in 1989 , and profits have tripled to $ 242 m .

source_bert_toks: since 1983 , the company ' s revenues have climbed from $ 1 . 6 billion to $ 2 . 5 billion in 1989 , and profits have triple ##d to $ 242 ##m .

reference_raw: Since 1983, the company's income has risen from $1.6 billion to $2.5 billion in 1989, and profits have doubled to $242 million.

reference_spacy_tokens: Since 1983 , the company 's income has risen from $ 1.6 billion to $ 2.5 billion in 1989 , and profits have doubled to $ 242 million .


fn_spacy_tokens_for_baseline: A late crow said a word as her entry through the open drive gate disturbed his first sleep .

source_bert_toks: a late crow said a word as her entry through the open drive gate disturbed his first sleep .

reference_raw: One of the late crows spoke a word as her entrance through the open driveway interrupted his first sleep.

reference_spacy_tokens: One of the late crows spoke a word as her entrance through the open driveway interrupted his first sleep .


fn_spacy_tokens_for_baseline: Her legs were bare to way above her knees and her legs felt cold and so thin they 'd hardly support her weight .

source_bert_toks: her legs were bare to way above her knees and her legs felt cold and so thin they ' d hardly support her weight .

reference_raw: Her legs were barely above her knees, and her legs were cold and thin enough to support her weight.

reference_spacy_tokens: Her legs were barely above her knees , and her legs were cold and thin enough to support her weight .


fn_spacy_tokens_for_baseline: He slept alone in the big double bed , curled up in his stolen greatcoat beneath a single woollen blanket exactly like the one that was nailed across the window .

source_bert_toks: he slept alone in the big double bed , curled up in his stolen great ##coat beneath a single wool ##len blanket exactly like the one that was nailed across the window .

reference_raw: He slept alone in a large double bed, curled up in a stolen big coat under a single wool blanket just like the one he had pinned across the window.

reference_spacy_tokens: He slept alone in a large double bed , curled up in a stolen big coat under a single wool blanket just like the one he had pinned across the window .


fn_spacy_tokens_for_baseline: Canadian and Dutch scientists were approached by Iranian personnel looking to acquire mycotoxin - producing fungi ( Fusarium spp . ) in 1989 .

source_bert_toks: canadian and dutch scientists were approached by iranian personnel looking to acquire my ##cot ##ox ##in - producing fungi ( fu ##sari ##um spp . ) in 1989 .

reference_raw: In 1989, Canadian and Dutch researchers were approached by Iranians who sought to acquire mycotoxin-producing fungi (Fusarium spp.).

reference_spacy_tokens: In 1989 , Canadian and Dutch researchers were approached by Iranians who sought to acquire mycotoxin - producing fungi ( Fusarium spp . ) .


fn_spacy_tokens_for_baseline: An architectural wonder , it is itself a beautiful piece of craftsmanship with its sculpture and carved stone balustrades .

source_bert_toks: an architectural wonder , it is itself a beautiful piece of craftsman ##ship with its sculpture and carved stone bal ##ust ##rade ##s .

reference_raw: The architectural miracle is that it is a fine piece of art, with statues and carved stone balustrades.

reference_spacy_tokens: The architectural miracle is that it is a fine piece of art , with statues and carved stone balustrades .


fn_spacy_tokens_for_baseline: Having swept across the Bahamas on Aug. 23 , the hurricane ravaged southern Florida in the early hours of Aug. 24 before proceeding westwards across the Gulf of Mexico .

source_bert_toks: having swept across the bahamas on aug . 23 , the hurricane ravaged southern florida in the early hours of aug . 24 before proceeding westward ##s across the gulf of mexico .

reference_raw: After sweeping over the Bahamas on August 23, a hurricane ravaged South Florida in the early hours of August 24, then headed west across the Gulf of Mexico.

reference_spacy_tokens: After sweeping over the Bahamas on August 23 , a hurricane ravaged South Florida in the early hours of August 24 , then headed west across the Gulf of Mexico .


fn_spacy_tokens_for_baseline: Those killed included 32 law enforcement officers as well as armed protesters , he said .

source_bert_toks: those killed included 32 law enforcement officers as well as armed protesters , he said .

reference_raw: The killings involved 32 law enforcement officers and armed protestors, he said.

reference_spacy_tokens: The killings involved 32 law enforcement officers and armed protestors , he said .


fn_spacy_tokens_for_baseline: Open sources reported that the Russian Minister of Atomic Energy confirmed that discussions over supplying Syria with a power plant and a desalination plant were taking place .

source_bert_toks: open sources reported that the russian minister of atomic energy confirmed that discussions over supplying syria with a power plant and a des ##ali ##nation plant were taking place .

reference_raw: Open sources reported that the Russian Minister for Nuclear Power confirmed that discussions were taking place on the supply of the power plant and the desalination plant to Syria.

reference_spacy_tokens: Open sources reported that the Russian Minister for Nuclear Power confirmed that discussions were taking place on the supply of the power plant and the desalination plant to Syria .


fn_spacy_tokens_for_baseline: Emilia 's face was white almost as the snow , but she was conscious and moaning now .

source_bert_toks: emilia ' s face was white almost as the snow , but she was conscious and moaning now .

reference_raw: Emilia's face was as white as snow, but now she was conscious and groaning.

reference_spacy_tokens: Emilia 's face was as white as snow , but now she was conscious and groaning .


fn_spacy_tokens_for_baseline: A United States journalist working for the Tampa Tribune , Todd Smith , was kidnapped in the Upper Huallaga valley on Nov. 17 and subsequently found beaten and murdered in Uchiza , accused of being a US spy .

source_bert_toks: a united states journalist working for the tampa tribune , todd smith , was kidnapped in the upper hua ##lla ##ga valley on nov . 17 and subsequently found beaten and murdered in uc ##hi ##za , accused of being a us spy .

reference_raw: A U.S. journalist working for the Tampa Tribune, Todd Smith, was abducted in the Upper Huallaga Valley on November 17th, then found beaten and murdered in Uchiza, accused of being a U.S. spy.

reference_spacy_tokens: A U.S. journalist working for the Tampa Tribune , Todd Smith , was abducted in the Upper Huallaga Valley on November 17th , then found beaten and murdered in Uchiza , accused of being a U.S. spy .


fn_spacy_tokens_for_baseline: Not for a moment did his eyes sweep around the mountain heights which everywhere peered down on this upturned basin of ancient civilisation .

source_bert_toks: not for a moment did his eyes sweep around the mountain heights which everywhere peered down on this up ##turn ##ed basin of ancient civil ##isation .

reference_raw: He did not look for a moment at the peaks of the mountains that all looked down upon this upturned basin of ancient civilization.

reference_spacy_tokens: He did not look for a moment at the peaks of the mountains that all looked down upon this upturned basin of ancient civilization .


fn_spacy_tokens_for_baseline: It could be a roadmaker who has to fill a depression in order to continue with the road .

source_bert_toks: it could be a road ##maker who has to fill a depression in order to continue with the road .

reference_raw: He could be a roadmaker who had to fill a hole in order to continue his journey.

reference_spacy_tokens: He could be a roadmaker who had to fill a hole in order to continue his journey .


fn_spacy_tokens_for_baseline: He took a pinch of snuff that would have fired a cannon .

source_bert_toks: he took a pinch of s ##nu ##ff that would have fired a cannon .

reference_raw: He took a bite of snuff to fire a cannon.

reference_spacy_tokens: He took a bite of snuff to fire a cannon .


fn_spacy_tokens_for_baseline: Ostensibly , this chemical was intended for use by a North Korean entity for electroplating purposes .

source_bert_toks: ostensibly , this chemical was intended for use by a north korean entity for electro ##pl ##ating purposes .

reference_raw: It is evident that the chemical was intended to be used by a North Korean entity for electroplating.

reference_spacy_tokens: It is evident that the chemical was intended to be used by a North Korean entity for electroplating .


fn_spacy_tokens_for_baseline: His abiding concern for law reform led to the creation of permanent institutional machinery in the form of separate Law Commissions , one for England and Wales and another for Scotland , with full - time Commissioners and supporting staffs .

source_bert_toks: his ab ##idi ##ng concern for law reform led to the creation of permanent institutional machinery in the form of separate law commissions , one for england and wales and another for scotland , with full - time commissioners and supporting staff ##s .

reference_raw: His persistent interest in reforming the law led to the creation of permanent institutional machinery in the form of separate law commissions, one for England and Wales and the other for Scotland, with full-time commissioners and support staff.

reference_spacy_tokens: His persistent interest in reforming the law led to the creation of permanent institutional machinery in the form of separate law commissions , one for England and Wales and the other for Scotland , with full - time commissioners and support staff .


fn_spacy_tokens_for_baseline: She chattered on , unaware that in the next bed Victoria silently registered her curiosity about a member of the Royal Family as a threat .

source_bert_toks: she chatter ##ed on , unaware that in the next bed victoria silently registered her curiosity about a member of the royal family as a threat .

reference_raw: She continued to chat, unaware that in the next bed Victoria had quietly registered her curiosity about the royal family member as a threat.

reference_spacy_tokens: She continued to chat , unaware that in the next bed Victoria had quietly registered her curiosity about the royal family member as a threat .


fn_spacy_tokens_for_baseline: Is the thing a fake ?

source_bert_toks: is the thing a fake ?

reference_raw: Is this thing a forgery?

reference_spacy_tokens: Is this thing a forgery ?


fn_spacy_tokens_for_baseline: Richard took heroin and cocaine .

source_bert_toks: richard took heroin and cocaine .

reference_raw: Richard was in possession of heroin and cocaine.

reference_spacy_tokens: Richard was in possession of heroin and cocaine .


fn_spacy_tokens_for_baseline: By the time of the Islamic Revolution in January 1979 , Iran 's nuclear program was considered one the most advanced in the Middle East .

source_bert_toks: by the time of the islamic revolution in january 1979 , iran ' s nuclear program was considered one the most advanced in the middle east .

reference_raw: At the time of the Islamic Revolution in January 1979, Iran's nuclear program was regarded as one of the most advanced in the Middle East.

reference_spacy_tokens: At the time of the Islamic Revolution in January 1979 , Iran 's nuclear program was regarded as one of the most advanced in the Middle East .


fn_spacy_tokens_for_baseline: As I sat down he put on his make - up , an enormous bra and a sundress .

source_bert_toks: as i sat down he put on his make - up , an enormous bra and a sun ##dre ##ss .

reference_raw: When I sat down, he put on his make-up, a big brassiere, and a sundress.

reference_spacy_tokens: When I sat down , he put on his make - up , a big brassiere , and a sundress .


fn_spacy_tokens_for_baseline: A rich but ugly hunchback is able to obtain a beautiful young girl to be his wife and then guards her with consuming jealousy .

source_bert_toks: a rich but ugly hu ##nch ##back is able to obtain a beautiful young girl to be his wife and then guards her with consuming jealousy .

reference_raw: A rich but nasty hunchback can get a pretty young girl to be his wife, and then guard her with enthusiastic jealousy.

reference_spacy_tokens: A rich but nasty hunchback can get a pretty young girl to be his wife , and then guard her with enthusiastic jealousy .


fn_spacy_tokens_for_baseline: Max has a very funny way of telling you that you should try a different approach .

source_bert_toks: max has a very funny way of telling you that you should try a different approach .

reference_raw: Max has a fun way of telling you to try a different approach.

reference_spacy_tokens: Max has a fun way of telling you to try a different approach .


fn_spacy_tokens_for_baseline: Jessamy prized her privacy far too much , she could n't bear to have a pack of journalists prying into every corner of her life .

source_bert_toks: jess ##amy prized her privacy far too much , she couldn ' t bear to have a pack of journalists pry ##ing into every corner of her life .

reference_raw: Jessamy valued her privacy too much, and she couldn't stand the fact that a bunch of journalists were prying into every corner of her life.

reference_spacy_tokens: Jessamy valued her privacy too much , and she could n't stand the fact that a bunch of journalists were prying into every corner of her life .


fn_spacy_tokens_for_baseline: 7.30 pm : Complete and bake the batch of Pizzettas .

source_bert_toks: 7 . 30 pm : complete and ba ##ke the batch of pi ##zz ##etta ##s .

reference_raw: 7.30 p.m.: complete and roast a batch of pizzas.

reference_spacy_tokens: 7.30 p.m. : complete and roast a batch of pizzas .


fn_spacy_tokens_for_baseline: But it saddens me that people could send death threats because they do n't agree with something .

source_bert_toks: but it sad ##den ##s me that people could send death threats because they don ' t agree with something .

reference_raw: But I'm sad that people can send death threats because they disagree with something.

reference_spacy_tokens: But I 'm sad that people can send death threats because they disagree with something .


fn_spacy_tokens_for_baseline: Without these he acknowledges quite candidly that the system can not survive .

source_bert_toks: without these he acknowledges quite candi ##dly that the system can not survive .

reference_raw: Without them, he admits quite sincerely that the system cannot survive.

reference_spacy_tokens: Without them , he admits quite sincerely that the system can not survive .


fn_spacy_tokens_for_baseline: The Doctor pursed his lips in thought .

source_bert_toks: the doctor pursed his lips in thought .

reference_raw: The doctor's lips tightened thoughtfully.

reference_spacy_tokens: The doctor 's lips tightened thoughtfully .


fn_spacy_tokens_for_baseline: In the late afternoon light , the banks glowed with colour .

source_bert_toks: in the late afternoon light , the banks glowed with colour .

reference_raw: The banks were bright with color in the late afternoon light.

reference_spacy_tokens: The banks were bright with color in the late afternoon light .


fn_spacy_tokens_for_baseline: In Oviedo an infuriated mob was only prevented from lynching the distinguished poet Melendez Valdes by the appearance of priests with the exposed host .

source_bert_toks: in o ##vie ##do an in ##fur ##iated mob was only prevented from lynch ##ing the distinguished poet mel ##endez val ##des by the appearance of priests with the exposed host .

reference_raw: In Oviedo, the angry crowd was prevented from lynching the great poet Melendez Valdes by the appearance of a priest with an unprotected host.

reference_spacy_tokens: In Oviedo , the angry crowd was prevented from lynching the great poet Melendez Valdes by the appearance of a priest with an unprotected host .


fn_spacy_tokens_for_baseline: The trouble with isolated snippets of information is that , however delectable they may be , they fail to provide this ' ability to continue ' .

source_bert_toks: the trouble with isolated s ##ni ##ppet ##s of information is that , however del ##ect ##able they may be , they fail to provide this ' ability to continue ' .

reference_raw: The problem with isolated bits of information is that, however selective they may be, they do not provide this "ability to go on".

reference_spacy_tokens: The problem with isolated bits of information is that , however selective they may be , they do not provide this " ability to go on " .


fn_spacy_tokens_for_baseline: Her self - confidence was almost stupefying .

source_bert_toks: her self - confidence was almost stu ##pe ##fying .

reference_raw: Her confidence was almost overwhelming.

reference_spacy_tokens: Her confidence was almost overwhelming .


fn_spacy_tokens_for_baseline: ' I just find it amusing that you 're so considerate to your housekeepers , ' she said pointedly .

source_bert_toks: ' i just find it amusing that you ' re so consider ##ate to your housekeeper ##s , ' she said pointedly .

reference_raw: "I find it amusing that you are so kind to your housekeepers," she said pointedly.

reference_spacy_tokens: " I find it amusing that you are so kind to your housekeepers , " she said pointedly .


fn_spacy_tokens_for_baseline: However , DOD has no plans to help secure three other Russian nerve agent storage sites that store 65 percent of Russia 's declared nerve agent stockpile .

source_bert_toks: however , dod has no plans to help secure three other russian nerve agent storage sites that store 65 percent of russia ' s declared nerve agent stock ##pile .

reference_raw: However, the Ministry of Defence has no intention of helping to secure three other storage sites of Russian nerve agents that store 65 percent of Russia's declared supply of nerve agents.

reference_spacy_tokens: However , the Ministry of Defence has no intention of helping to secure three other storage sites of Russian nerve agents that store 65 percent of Russia 's declared supply of nerve agents .


fn_spacy_tokens_for_baseline: Here , Walden Beck drops into a deep stone hollow fringed with trees before it flows downdale to join Bishopdale Beck and finally the river Ure by Adam Bottoms .

source_bert_toks: here , walden beck drops into a deep stone hollow fringe ##d with trees before it flows down ##dale to join bishop ##dale beck and finally the river ur ##e by adam bottoms .

reference_raw: This is where Walden Beck drops into a deep stone hole, bordered by trees, before it flows down the valley to join Bishopdale Beck and finally the Ure River by Adam Bottoms.

reference_spacy_tokens: This is where Walden Beck drops into a deep stone hole , bordered by trees , before it flows down the valley to join Bishopdale Beck and finally the Ure River by Adam Bottoms .


fn_spacy_tokens_for_baseline: Many Greek islanders chose to leave rather than live in poverty and terror , and many made new homes in the United States and Australia .

source_bert_toks: many greek islanders chose to leave rather than live in poverty and terror , and many made new homes in the united states and australia .

reference_raw: Many Greece's islanders have chosen to leave rather than live in poverty and terror, and many have created new homes in the United States and Australia.

reference_spacy_tokens: Many Greece 's islanders have chosen to leave rather than live in poverty and terror , and many have created new homes in the United States and Australia .


fn_spacy_tokens_for_baseline: Kelly grinned to herself .

source_bert_toks: kelly grinned to herself .

reference_raw: Kelly smiled to himself.

reference_spacy_tokens: Kelly smiled to himself .


fn_spacy_tokens_for_baseline: Traffic screeched to a stop and dozens of people dashed to grab handfuls of notes swirling in the wind .

source_bert_toks: traffic sc ##ree ##ched to a stop and dozens of people dashed to grab handful ##s of notes swirling in the wind .

reference_raw: The traffic shrieked to a halt, and dozens of people rushed to pick up handfuls of notes swirling in the wind.

reference_spacy_tokens: The traffic shrieked to a halt , and dozens of people rushed to pick up handfuls of notes swirling in the wind .


fn_spacy_tokens_for_baseline: The Comintern Secretariat cabled a reply on 30 April , welcoming the Conference decision , and expressing its readiness to begin negotiations with the NAC .

source_bert_toks: the com ##int ##ern secretariat cable ##d a reply on 30 april , welcoming the conference decision , and expressing its readiness to begin negotiations with the na ##c .

reference_raw: On 30 April, the Comintern Secretariat sent a reply welcoming the Conference Decision and expressing its readiness to open negotiations with the National Advisory Council.

reference_spacy_tokens: On 30 April , the Comintern Secretariat sent a reply welcoming the Conference Decision and expressing its readiness to open negotiations with the National Advisory Council .


fn_spacy_tokens_for_baseline: I received somewhere around 2.7 million e - mails from Slate readers asking for help in the battle against poor customer service .

source_bert_toks: i received somewhere around 2 . 7 million e - mail ##s from slate readers asking for help in the battle against poor customer service .

reference_raw: I got about 2.7 million e-mails from Slate readers asking for help in the fight against bad customer service.

reference_spacy_tokens: I got about 2.7 million e - mails from Slate readers asking for help in the fight against bad customer service .


fn_spacy_tokens_for_baseline: Sunday will be kept free for you to enjoy the sights of one of the world 's most fascinating cities .

source_bert_toks: sunday will be kept free for you to enjoy the sights of one of the world ' s most fascinating cities .

reference_raw: You'll be free to enjoy the sight of one of the most exciting cities in the world.

reference_spacy_tokens: You 'll be free to enjoy the sight of one of the most exciting cities in the world .


fn_spacy_tokens_for_baseline: It does not matter that a company has large capital assets if they are under employed and if the company is going broke .

source_bert_toks: it does not matter that a company has large capital assets if they are under employed and if the company is going broke .

reference_raw: It does not matter that a company has large capital assets when it is under-employed and when the company goes bankrupt.

reference_spacy_tokens: It does not matter that a company has large capital assets when it is under - employed and when the company goes bankrupt .


fn_spacy_tokens_for_baseline: Motorists , denied this exhilarating walk , must return to Dent on wheels , reaching the village a mile from the junction at the foot of Deepdale .

source_bert_toks: motor ##ists , denied this ex ##hila ##rating walk , must return to dent on wheels , reaching the village a mile from the junction at the foot of deep ##dale .

reference_raw: The motorists, denying this exciting walk, must return to Dent on wheels and reach the village a mile from the intersection at the foot of Deepdale.

reference_spacy_tokens: The motorists , denying this exciting walk , must return to Dent on wheels and reach the village a mile from the intersection at the foot of Deepdale .


fn_spacy_tokens_for_baseline: It was all over now , this ordeal which Merrill had anticipated with hope and dread .

source_bert_toks: it was all over now , this ordeal which merrill had anticipated with hope and dread .

reference_raw: It was over now, the torment Merrill had expected with hope and fear.

reference_spacy_tokens: It was over now , the torment Merrill had expected with hope and fear .


fn_spacy_tokens_for_baseline: Cranston , the wineskin now surprisingly empty , only replied with a short stream of belches .

source_bert_toks: cr ##ans ##ton , the wines ##kin now surprisingly empty , only replied with a short stream of bel ##ches .

reference_raw: Cranston, his wineskin now surprisingly empty, answered only with a brief flow of belches.

reference_spacy_tokens: Cranston , his wineskin now surprisingly empty , answered only with a brief flow of belches .


fn_spacy_tokens_for_baseline: These results reinforce Kjellberg 's contention that the sleep - deprived person is not , as a strong version of lapse theory would suggest , essentially ' normal ' but suffering periodic lapses .

source_bert_toks: these results reinforce k ##je ##ll ##berg ' s contention that the sleep - deprived person is not , as a strong version of laps ##e theory would suggest , essentially ' normal ' but suffering periodic laps ##es .

reference_raw: These results reinforce Kjellberg's claim that a sleep-deprived person is not, as a strong version of lapse theory would suggest, essentially normal, but suffers regular lapses.

reference_spacy_tokens: These results reinforce Kjellberg 's claim that a sleep - deprived person is not , as a strong version of lapse theory would suggest , essentially normal , but suffers regular lapses .


fn_spacy_tokens_for_baseline: This supper dish may be simmered gently on the hob or baked in the oven -- yes , baked beans !

source_bert_toks: this supper dish may be sim ##mere ##d gently on the ho ##b or baked in the oven - - yes , baked beans !

reference_raw: This dinner can be simmered gently on the hob or roasted in the oven - yes, roasted beans!

reference_spacy_tokens: This dinner can be simmered gently on the hob or roasted in the oven - yes , roasted beans !


fn_spacy_tokens_for_baseline: Behind them was a tall , bearded man I did not know .

source_bert_toks: behind them was a tall , bearded man i did not know .

reference_raw: Behind them was a tall man with a whisker I didn't know.

reference_spacy_tokens: Behind them was a tall man with a whisker I did n't know .


fn_spacy_tokens_for_baseline: A new sense of identity enveloped Greek peoples throughout the Aegean , thus commencing a movement to expand Greece and unify the disparate Orthodox populations .

source_bert_toks: a new sense of identity enveloped greek peoples throughout the aegean , thus commencing a movement to expand greece and un ##ify the di ##spar ##ate orthodox populations .

reference_raw: A new feeling of identity enveloped the Greek nations across the Aegean, triggering a movement to expand Greece and unify the disparate orthodox population.

reference_spacy_tokens: A new feeling of identity enveloped the Greek nations across the Aegean , triggering a movement to expand Greece and unify the disparate orthodox population .


fn_spacy_tokens_for_baseline: Then she injects them into the nostrils of an unfortunate sheep where they quickly start feeding on the membranes lining their host 's sinuses .

source_bert_toks: then she in ##ject ##s them into the nostrils of an unfortunate sheep where they quickly start feeding on the membranes lining their host ' s sin ##uses .

reference_raw: Then he injects them into the noses of the unhappy sheep, where they quickly begin to feed on the membranes lining the sinuses of their host.

reference_spacy_tokens: Then he injects them into the noses of the unhappy sheep , where they quickly begin to feed on the membranes lining the sinuses of their host .


fn_spacy_tokens_for_baseline: Ledbury based Rushfields Nurseries brought wildflowers grown for cottage gardens . the display won them first prize

source_bert_toks: led ##bury based rush ##fields nurse ##ries brought wild ##flower ##s grown for cottage gardens . the display won them first prize

reference_raw: Ledbury-based Rushfields The nurseries brought wildflowers for cottage gardens.

reference_spacy_tokens: Ledbury - based Rushfields The nurseries brought wildflowers for cottage gardens .


fn_spacy_tokens_for_baseline: ' From your conversation with Nina , can I assume that Jennifer told you why I visited her last night ? '

source_bert_toks: ' from your conversation with nina , can i assume that jennifer told you why i visited her last night ? '

reference_raw: "May I assume from your interview with Nina that Jennifer told you why I went to see her last night?"

reference_spacy_tokens: " May I assume from your interview with Nina that Jennifer told you why I went to see her last night ? "


fn_spacy_tokens_for_baseline: They threw him to the ground and beheaded him in front of his son .

source_bert_toks: they threw him to the ground and beheaded him in front of his son .

reference_raw: He was thrown to the ground and executed in front of his son.

reference_spacy_tokens: He was thrown to the ground and executed in front of his son .


fn_spacy_tokens_for_baseline: It is a good internal control if the dealer is not allowed to make cash transfers and if bank confirmations are matched to internal dealing records by someone other than the dealer .

source_bert_toks: it is a good internal control if the dealer is not allowed to make cash transfers and if bank confirmation ##s are matched to internal dealing records by someone other than the dealer .

reference_raw: It is a good internal control when the dealer is prevented from making cash transfers and when the bank's receipts are matched with internal sales records by someone other than the dealer.

reference_spacy_tokens: It is a good internal control when the dealer is prevented from making cash transfers and when the bank 's receipts are matched with internal sales records by someone other than the dealer .


fn_spacy_tokens_for_baseline: Project Officer Dr. Wouter Basson also set up an elaborate network of procurement and financial front companies overseas .

source_bert_toks: project officer dr . wo ##uter bass ##on also set up an elaborate network of procurement and financial front companies overseas .

reference_raw: The project officer, Dr. Wouter Basson, has also set up an intricate web of public procurement and financial front companies abroad.

reference_spacy_tokens: The project officer , Dr. Wouter Basson , has also set up an intricate web of public procurement and financial front companies abroad .


fn_spacy_tokens_for_baseline: He had been skinned .

source_bert_toks: he had been skinned .

reference_raw: He was scrawled.

reference_spacy_tokens: He was scrawled .


fn_spacy_tokens_for_baseline: The expanse of beach was so denuded of any trace of the present century we might have stepped out on to a distant planet .

source_bert_toks: the expanse of beach was so den ##uded of any trace of the present century we might have stepped out on to a distant planet .

reference_raw: The surface of the beach was so obscured by any trace of the current century that we could have gone to a distant planet.

reference_spacy_tokens: The surface of the beach was so obscured by any trace of the current century that we could have gone to a distant planet .


fn_spacy_tokens_for_baseline: It is worth noting that some writers on business strategy are well aware of this problem .

source_bert_toks: it is worth noting that some writers on business strategy are well aware of this problem .

reference_raw: It should be pointed out that some business strategy writers are well aware of the problem.

reference_spacy_tokens: It should be pointed out that some business strategy writers are well aware of the problem .


fn_spacy_tokens_for_baseline: The Venetians fortified their main towns -- Naxos Town and Antiparos Town are wonderful examples of this -- creating labyrinths of narrow alleys and cul - de - sacs that were designed to confuse and to demoralize invaders .

source_bert_toks: the venetian ##s fortified their main towns - - na ##x ##os town and anti ##par ##os town are wonderful examples of this - - creating labyrinth ##s of narrow alley ##s and cu ##l - de - sac ##s that were designed to confuse and to demo ##ral ##ize invaders .

reference_raw: The Venetians fortified their major cities - the city of Naxos and the city of Antiparos is a wonderful example - creating a maze of narrow alleys and dead ends designed to confuse and demoralize the invaders.

reference_spacy_tokens: The Venetians fortified their major cities - the city of Naxos and the city of Antiparos is a wonderful example - creating a maze of narrow alleys and dead ends designed to confuse and demoralize the invaders .


fn_spacy_tokens_for_baseline: It was a raw , damp and cold Cornwall winter and , not long into the shooting , Peckinpah contracted ' flu which developed into pneumonia .

source_bert_toks: it was a raw , damp and cold cornwall winter and , not long into the shooting , peck ##in ##pa ##h contracted ' flu which developed into pneumonia .

reference_raw: It was a raw, wet, cold winter in Cornwall, and not long after the shooting, Peckinpah had contracted an influenza that had developed into pneumonia.

reference_spacy_tokens: It was a raw , wet , cold winter in Cornwall , and not long after the shooting , Peckinpah had contracted an influenza that had developed into pneumonia .


fn_spacy_tokens_for_baseline: It ai n't cool to be cold when you 're trying to catch some kip after an energetic day 's walking .

source_bert_toks: it ain ' t cool to be cold when you ' re trying to catch some ki ##p after an energetic day ' s walking .

reference_raw: It's not cool to be cold when you're trying to catch a chip after a vigorous day's walk.

reference_spacy_tokens: It 's not cool to be cold when you 're trying to catch a chip after a vigorous day 's walk .


fn_spacy_tokens_for_baseline: The question , then , relates not so much to the continuing vigour of the church , but as to which direction it will take .

source_bert_toks: the question , then , relates not so much to the continuing vi ##go ##ur of the church , but as to which direction it will take .

reference_raw: So the question is not so much about the continued vigor of the church, but about which direction it will take.

reference_spacy_tokens: So the question is not so much about the continued vigor of the church , but about which direction it will take .


fn_spacy_tokens_for_baseline: The Soviets were included in the agreement since they supplied the reactor fuel .

source_bert_toks: the soviets were included in the agreement since they supplied the reactor fuel .

reference_raw: The Soviets have been part of the deal since they delivered the fuel to the reactor.

reference_spacy_tokens: The Soviets have been part of the deal since they delivered the fuel to the reactor .


fn_spacy_tokens_for_baseline: Inigo Jones consciously based his work on the architecture of Palladio , but he did not think of himself as working in the Palladian " style , " any more than Palladio would have referred to the Classical " style . "

source_bert_toks: in ##igo jones consciously based his work on the architecture of pal ##lad ##io , but he did not think of himself as working in the pal ##lad ##ian " style , " any more than pal ##lad ##io would have referred to the classical " style . "

reference_raw: Inigo Jones consciously based his work on Palladio's architecture, but he didn't think he worked in Palladia's "style," any more than Palladio would call a classic "style."

reference_spacy_tokens: Inigo Jones consciously based his work on Palladio 's architecture , but he did n't think he worked in Palladia 's " style , " any more than Palladio would call a classic " style . "


fn_spacy_tokens_for_baseline: And when they lay me in my wedding dress on that table , I 'll have my revenge on him ! '

source_bert_toks: and when they lay me in my wedding dress on that table , i ' ll have my revenge on him ! '

reference_raw: And when they put me on the table in my wedding gown, I will avenge him!'

reference_spacy_tokens: And when they put me on the table in my wedding gown , I will avenge him ! '


fn_spacy_tokens_for_baseline: Brad Faircloth , running from the home , his lip bloody .

source_bert_toks: brad fair ##cloth , running from the home , his lip bloody .

reference_raw: Brad Faircloth, fleeing home with blood on his lips.

reference_spacy_tokens: Brad Faircloth , fleeing home with blood on his lips .


fn_spacy_tokens_for_baseline: ' I 'm sure , Watson , a week in the country will be invaluable to you , ' he remarked .

source_bert_toks: ' i ' m sure , watson , a week in the country will be in ##val ##ua ##ble to you , ' he remarked .

reference_raw: "I'm sure you'll find a week in this country invaluable, Watson," he said.

reference_spacy_tokens: " I 'm sure you 'll find a week in this country invaluable , Watson , " he said .


fn_spacy_tokens_for_baseline: That was my revenge on you , for causing me so much trouble ! ' she cried angrily .

source_bert_toks: that was my revenge on you , for causing me so much trouble ! ' she cried angrily .

reference_raw: It was my vengeance against you for causing me so much trouble!' she exclaimed angrily.

reference_spacy_tokens: It was my vengeance against you for causing me so much trouble ! ' she exclaimed angrily .


fn_spacy_tokens_for_baseline: Armed police raided her house early on Wednesday .

source_bert_toks: armed police raided her house early on wednesday .

reference_raw: The armed police invaded her house early on Wednesday.

reference_spacy_tokens: The armed police invaded her house early on Wednesday .


fn_spacy_tokens_for_baseline: To get his majority , the general must allocate big chunks of land inside his putative homeland to ' black nations ' .

source_bert_toks: to get his majority , the general must all ##oca ##te big chunks of land inside his put ##ative homeland to ' black nations ' .

reference_raw: In order to gain a majority, the general must allocate large portions of the land in his putative homeland to the "black nations".

reference_spacy_tokens: In order to gain a majority , the general must allocate large portions of the land in his putative homeland to the " black nations " .


fn_spacy_tokens_for_baseline: To the delight of the away fans , an unexpected victim is between the posts and a new song has entered their vocal repertoire .

source_bert_toks: to the delight of the away fans , an unexpected victim is between the posts and a new song has entered their vocal repertoire .

reference_raw: To the pleasure of distant fans, there is an unexpected victim among the posts, and a new song has entered their vocal repertoire.

reference_spacy_tokens: To the pleasure of distant fans , there is an unexpected victim among the posts , and a new song has entered their vocal repertoire .


fn_spacy_tokens_for_baseline: But these explanations are insufficient on their own .

source_bert_toks: but these explanations are insufficient on their own .

reference_raw: However, these explanations are not sufficient in themselves.

reference_spacy_tokens: However , these explanations are not sufficient in themselves .


fn_spacy_tokens_for_baseline: Or , there 's the home - schooling movement , a player on the right since the 1960s .

source_bert_toks: or , there ' s the home - schooling movement , a player on the right since the 1960s .

reference_raw: Or, you know, there's a house, a school movement, a right-hand gambler since the 1960s.

reference_spacy_tokens: Or , you know , there 's a house , a school movement , a right - hand gambler since the 1960s .


fn_spacy_tokens_for_baseline: I must admit , however , that I was somewhat surprised when , some five days after the crime , I opened my morning paper to find in large letters :

source_bert_toks: i must admit , however , that i was somewhat surprised when , some five days after the crime , i opened my morning paper to find in large letters :

reference_raw: I must admit, however, that I was a little surprised when I opened my morning paper about five nights after the crime and found in big letters:

reference_spacy_tokens: I must admit , however , that I was a little surprised when I opened my morning paper about five nights after the crime and found in big letters :


fn_spacy_tokens_for_baseline: When he tucked in strands of dark curly hair her skin tingled at his touch .

source_bert_toks: when he tucked in strands of dark curly hair her skin tingle ##d at his touch .

reference_raw: Her skin tingled at his touch as he slipped into strands of dark, curled hair.

reference_spacy_tokens: Her skin tingled at his touch as he slipped into strands of dark , curled hair .


fn_spacy_tokens_for_baseline: The Letter of 1019 - -20 says that he intended to avert a threat to England , and succeeded in dealing with great dangers , so that the Danes would henceforth at need be able to assist the English .

source_bert_toks: the letter of 101 ##9 - - 20 says that he intended to ave ##rt a threat to england , and succeeded in dealing with great dangers , so that the danes would hence ##forth at need be able to assist the english .

reference_raw: According to the letter of 1019-20, he intended to avoid a threat to England, and he managed to deal with great dangers, so that the Danes would be able to help the English from now on.

reference_spacy_tokens: According to the letter of 1019 - 20 , he intended to avoid a threat to England , and he managed to deal with great dangers , so that the Danes would be able to help the English from now on .


fn_spacy_tokens_for_baseline: Feeling thoroughly disquieted , she left her room in a rush .

source_bert_toks: feeling thoroughly di ##s ##qui ##ete ##d , she left her room in a rush .

reference_raw: Feeling thoroughly uneasy, she left the room in a hurry.

reference_spacy_tokens: Feeling thoroughly uneasy , she left the room in a hurry .


fn_spacy_tokens_for_baseline: Both are still locked in commercial combat over the lucrative contract to refit Britain 's Trident submarine fleet .

source_bert_toks: both are still locked in commercial combat over the lucrative contract to refit britain ' s trident submarine fleet .

reference_raw: They're still locked in a commercial fight over a lucrative contract to replace the British Trident U-boat fleet.

reference_spacy_tokens: They 're still locked in a commercial fight over a lucrative contract to replace the British Trident U - boat fleet .


fn_spacy_tokens_for_baseline: ' My dear girl , I may be moronic as far as modern music is concerned , but I have attended classical concerts in my time .

source_bert_toks: ' my dear girl , i may be mor ##onic as far as modern music is concerned , but i have attended classical concerts in my time .

reference_raw: My dear girl, I may be a fool when it comes to modern music, but I've been to classical concerts in my time.

reference_spacy_tokens: My dear girl , I may be a fool when it comes to modern music , but I 've been to classical concerts in my time .


fn_spacy_tokens_for_baseline: The images were easily distinguishable by eye and even with the rather crude resolution obtainable with this camera there should be no difficulty in distinguishing them by software .

source_bert_toks: the images were easily distinguish ##able by eye and even with the rather crude resolution obtain ##able with this camera there should be no difficulty in distinguishing them by software .

reference_raw: Images can be easily discernible from the eye, and even with the rather rough resolution that can be achieved with this camera, it should not be difficult to differentiate them from software.

reference_spacy_tokens: Images can be easily discernible from the eye , and even with the rather rough resolution that can be achieved with this camera , it should not be difficult to differentiate them from software .


fn_spacy_tokens_for_baseline: There was seldom a dull moment in our house .

source_bert_toks: there was seldom a dull moment in our house .

reference_raw: We rarely had a boring moment in our house.

reference_spacy_tokens: We rarely had a boring moment in our house .


fn_spacy_tokens_for_baseline: He tied the reins to a handy bush and followed the sound of Blondel 's voice .

source_bert_toks: he tied the reins to a handy bush and followed the sound of blonde ##l ' s voice .

reference_raw: He bound the reins to a handy bush and followed Blondel's voice.

reference_spacy_tokens: He bound the reins to a handy bush and followed Blondel 's voice .


fn_spacy_tokens_for_baseline: Tony , 47 , and Maureen , 46 , from Brockenhurst , Hants , sparked the alert when they discovered the girl they had called Carla had an ankle tag with the surname Coyle .

source_bert_toks: tony , 47 , and maureen , 46 , from brock ##en ##hurst , han ##ts , sparked the alert when they discovered the girl they had called carla had an ankle tag with the surname co ##yle .

reference_raw: Tony, 47, and Maureen, 46 years old, from Brockenhurst, Hants, sparked the alarm when they found out that the girl they called Carla had an ankle tag with the last name Coyle.

reference_spacy_tokens: Tony , 47 , and Maureen , 46 years old , from Brockenhurst , Hants , sparked the alarm when they found out that the girl they called Carla had an ankle tag with the last name Coyle .


fn_spacy_tokens_for_baseline: Trees 160 feet high thrust their crowns above the canopy , their trunks buttressed by strange outgrowths , and clothed in exotic plants .

source_bert_toks: trees 160 feet high thrust their crowns above the canopy , their trunks butt ##ressed by strange out ##growth ##s , and clothed in exotic plants .

reference_raw: The trees, 160 feet high, thrust their crowns over the canopy, their trunks studded with strange growths and dressed in exotic plants.

reference_spacy_tokens: The trees , 160 feet high , thrust their crowns over the canopy , their trunks studded with strange growths and dressed in exotic plants .


fn_spacy_tokens_for_baseline: Farmers traditionally tried to get rid of creatures in which they had no direct commercial interest , and town dwellers tried to banish moles , squirrels , and foxes from their gardens , and bats from their lofts .

source_bert_toks: farmers traditionally tried to get rid of creatures in which they had no direct commercial interest , and town dwellers tried to ban ##ish mole ##s , squirrels , and foxes from their gardens , and bats from their loft ##s .

reference_raw: Traditionally, farmers were trying to get rid of creatures with no direct commercial interest, and the townspeople were trying to ban moles, squirrels, and foxes from their gardens, and bats from their lofts.

reference_spacy_tokens: Traditionally , farmers were trying to get rid of creatures with no direct commercial interest , and the townspeople were trying to ban moles , squirrels , and foxes from their gardens , and bats from their lofts .


fn_spacy_tokens_for_baseline: Tehran continues to seek considerable production technology , training , expertise , equipment and chemicals from entities in Russia and China that could be used to help Iran reach its goal [ of ] an indigenous nerve agent production capability .

source_bert_toks: tehran continues to seek considerable production technology , training , expertise , equipment and chemicals from entities in russia and china that could be used to help iran reach its goal [ of ] an indigenous nerve agent production capability .

reference_raw: Tehran continues to seek significant production technologies, training, expertise, equipment and chemicals from entities in Russia and China, which could be used to help Iran achieve its objective of producing domestic nerve agents.

reference_spacy_tokens: Tehran continues to seek significant production technologies , training , expertise , equipment and chemicals from entities in Russia and China , which could be used to help Iran achieve its objective of producing domestic nerve agents .


fn_spacy_tokens_for_baseline: Not as good as yesterday evening when I dined on roast chicken , not very well cooked , but certainly much better than this homely fare .

source_bert_toks: not as good as yesterday evening when i din ##ed on roast chicken , not very well cooked , but certainly much better than this home ##ly fare .

reference_raw: It's not as good as last night when I had dinner with a roasted hen, it's not very well cooked, but it's definitely a lot better than this house fare.

reference_spacy_tokens: It 's not as good as last night when I had dinner with a roasted hen , it 's not very well cooked , but it 's definitely a lot better than this house fare .


fn_spacy_tokens_for_baseline: At first light , Kate was waiting on the set in the cold , damp forest clearing , heavily wrapped up against the weather , sniffing the autumn reek of wet leaves .

source_bert_toks: at first light , kate was waiting on the set in the cold , damp forest clearing , heavily wrapped up against the weather , sniffing the autumn re ##ek of wet leaves .

reference_raw: At first light, Kate waited on the scene in a cool, wet forest clearing, heavily wrapped in the weather, smelling the autumn smell of wet leaves.

reference_spacy_tokens: At first light , Kate waited on the scene in a cool , wet forest clearing , heavily wrapped in the weather , smelling the autumn smell of wet leaves .


fn_spacy_tokens_for_baseline: Golden Buddha statues in several of Buddha 's aspects adorn the temples , and overlooking them is the 17 - story Flower Pagoda , a slender relic of the Song dynasty ( a.d . 960 - 1279 ) .

source_bert_toks: golden buddha statues in several of buddha ' s aspects ad ##orn the temples , and overlooking them is the 17 - story flower pagoda , a slender relic of the song dynasty ( a . d . 960 - 127 ##9 ) .

reference_raw: The golden statues of Buddha in several aspects of Buddha adorn the churches and overlook them are the 17-story Flower Pagoda, the slender relic of the Song Dynasty (a.d. 960 - 1279).

reference_spacy_tokens: The golden statues of Buddha in several aspects of Buddha adorn the churches and overlook them are the 17-story Flower Pagoda , the slender relic of the Song Dynasty ( a.d . 960 - 1279 ) .


fn_spacy_tokens_for_baseline: Curved arrows show contacts to phosphates on the back surface of the DNA .

source_bert_toks: curved arrows show contacts to phosphate ##s on the back surface of the dna .

reference_raw: The curved arrows show a connection to phosphates on the back surface of DNA.

reference_spacy_tokens: The curved arrows show a connection to phosphates on the back surface of DNA .


fn_spacy_tokens_for_baseline: The quivers move through my house every few minutes at unpredictable intervals , and the mouse that 's been living in my kitchen has taken refuge under my desk .

source_bert_toks: the quiver ##s move through my house every few minutes at unpredictable intervals , and the mouse that ' s been living in my kitchen has taken refuge under my desk .

reference_raw: The quivers move through my house every few minutes at unforeseeable intervals, and the mouse who lived in my kitchen hid under my desk.

reference_spacy_tokens: The quivers move through my house every few minutes at unforeseeable intervals , and the mouse who lived in my kitchen hid under my desk .


fn_spacy_tokens_for_baseline: She clutched her school satchel more closely to her , holding it like a shield against the elements .

source_bert_toks: she clutched her school sat ##chel more closely to her , holding it like a shield against the elements .

reference_raw: She held the school bag closer to her, holding it like a shield against the elements.

reference_spacy_tokens: She held the school bag closer to her , holding it like a shield against the elements .


fn_spacy_tokens_for_baseline: My first successes were in fake fur -- we had one each .

source_bert_toks: my first successes were in fake fur - - we had one each .

reference_raw: My first achievements were in false fur -- each of us had one.

reference_spacy_tokens: My first achievements were in false fur -- each of us had one .


fn_spacy_tokens_for_baseline: Did your uncle George sneeze ?

source_bert_toks: did your uncle george s ##nee ##ze ?

reference_raw: Didn't your great-uncle George sneeze?

reference_spacy_tokens: Did n't your great - uncle George sneeze ?


fn_spacy_tokens_for_baseline: Then he sat in the grass , brought his wrists up under his knees , kicked off his shoes and worked his legs through his locked arms , one after the other .

source_bert_toks: then he sat in the grass , brought his wrists up under his knees , kicked off his shoes and worked his legs through his locked arms , one after the other .

reference_raw: Then he sat down on the grass, lifted his wrists under his knees, jerked off his boots, and worked his feet through his locked arms, one by one.

reference_spacy_tokens: Then he sat down on the grass , lifted his wrists under his knees , jerked off his boots , and worked his feet through his locked arms , one by one .


fn_spacy_tokens_for_baseline: Additionally , the insufficiency of the existing electrical infrastructure and dwindling oil revenues contributed to the withdrawal of foreign suppliers from Iran and the abandonment of nuclear power agreements .

source_bert_toks: additionally , the ins ##uf ##fi ##ciency of the existing electrical infrastructure and d ##wind ##ling oil revenues contributed to the withdrawal of foreign suppliers from iran and the abandonment of nuclear power agreements .

reference_raw: In addition, the lack of existing electricity infrastructure and the decline in oil revenues contributed to the withdrawal of foreign contractors from Iran and the abandonment of nuclear power agreements.

reference_spacy_tokens: In addition , the lack of existing electricity infrastructure and the decline in oil revenues contributed to the withdrawal of foreign contractors from Iran and the abandonment of nuclear power agreements .


fn_spacy_tokens_for_baseline: It far exceeds its author 's jurisdiction , since it contravenes fundamental principles of Islamic law .

source_bert_toks: it far exceeds its author ' s jurisdiction , since it contra ##ven ##es fundamental principles of islamic law .

reference_raw: It goes far beyond the jurisdiction of its author, because it violates the fundamental principles of Islamic law.

reference_spacy_tokens: It goes far beyond the jurisdiction of its author , because it violates the fundamental principles of Islamic law .


fn_spacy_tokens_for_baseline: U.S. intelligence agencies assess that barring acquisition of a complete system or major subsystem from North Korea , Iran is unlikely to launch an ICBM or satellite launch vehicle ( SLV ) before mid - decade .

source_bert_toks: u . s . intelligence agencies assess that barr ##ing acquisition of a complete system or major sub ##sy ##ste ##m from north korea , iran is unlikely to launch an ic ##bm or satellite launch vehicle ( sl ##v ) before mid - decade .

reference_raw: U.S. intelligence agencies have assessed that it is not likely that Iran will launch an ICBM or satellite launch vehicle (SLV) by mid-ten years to prevent the acquisition of a complete system or major subsystem from North Korea.

reference_spacy_tokens: U.S. intelligence agencies have assessed that it is not likely that Iran will launch an ICBM or satellite launch vehicle ( SLV ) by mid - ten years to prevent the acquisition of a complete system or major subsystem from North Korea .


fn_spacy_tokens_for_baseline: The only way to catch an electronic thief , he said , is to set him up with erroneous information .

source_bert_toks: the only way to catch an electronic thief , he said , is to set him up with er ##rone ##ous information .

reference_raw: He said the only way to catch an electronic thief is to set him up with misinformation.

reference_spacy_tokens: He said the only way to catch an electronic thief is to set him up with misinformation .


fn_spacy_tokens_for_baseline: Nero also made his proclamation in the stadium at Isthmia in a deliberate evocation of Flamininus , and adopted a bearded portrait at about this time .

source_bert_toks: nero also made his proclamation in the stadium at ist ##hmi ##a in a deliberate ev ##ocation of fl ##ami ##nin ##us , and adopted a bearded portrait at about this time .

reference_raw: Nero had also made a statement at the stadium in Isthmia in the deliberate evocation of Flamininus, and had adopted a bearded portrait about this time.

reference_spacy_tokens: Nero had also made a statement at the stadium in Isthmia in the deliberate evocation of Flamininus , and had adopted a bearded portrait about this time .


fn_spacy_tokens_for_baseline: It was one of those pictures which are so contrived that the eyes follow you about when you move .

source_bert_toks: it was one of those pictures which are so con ##tri ##ved that the eyes follow you about when you move .

reference_raw: It was one of those pictures that were so twisted that the eyes followed you around when you moved.

reference_spacy_tokens: It was one of those pictures that were so twisted that the eyes followed you around when you moved .


fn_spacy_tokens_for_baseline: In 1973 the City of London Polytechnic obtained CNAA approval for its modular degree , beginning with fifteen subjects and a first year in which students reappraised their objectives and had guidance and counselling available .

source_bert_toks: in 1973 the city of london polytechnic obtained cn ##aa approval for its modular degree , beginning with fifteen subjects and a first year in which students re ##app ##rai ##sed their objectives and had guidance and counsel ##ling available .

reference_raw: In 1973, the City of London Polytechnic received CNAA approval for its modular degree, starting with 15 subjects and the first year in which students re-appraised their goals and provided advice and advice.

reference_spacy_tokens: In 1973 , the City of London Polytechnic received CNAA approval for its modular degree , starting with 15 subjects and the first year in which students re - appraised their goals and provided advice and advice .


fn_spacy_tokens_for_baseline: And I tell you here and now , I find this whole idea utterly revolting . '

source_bert_toks: and i tell you here and now , i find this whole idea utterly revolt ##ing . '

reference_raw: And I'm telling you, here and now, I find the whole idea utterly outrageous.'

reference_spacy_tokens: And I 'm telling you , here and now , I find the whole idea utterly outrageous . '


fn_spacy_tokens_for_baseline: We trooped round a number of venture capital funds and discussed the options .

source_bert_toks: we troop ##ed round a number of venture capital funds and discussed the options .

reference_raw: We marched around several venture capital funds and discussed options.

reference_spacy_tokens: We marched around several venture capital funds and discussed options .


fn_spacy_tokens_for_baseline: The next one was the Castle ford , so named because it lay directly under the castle rock , although almost two hundred feet below .

source_bert_toks: the next one was the castle ford , so named because it lay directly under the castle rock , although almost two hundred feet below .

reference_raw: Another was the Castle Ford, so named, for it lay directly beneath the stone of the castle, though almost two hundred feet below it.

reference_spacy_tokens: Another was the Castle Ford , so named , for it lay directly beneath the stone of the castle , though almost two hundred feet below it .