fn_spacy_tokens_for_baseline: The driver took the road carefully as it dipped and turned , and forded rivers that shone like a newly tarred road and roared and pounded against the floor .

source_bert_toks: the driver took the road carefully as it dipped and turned , and ford ##ed rivers that shone like a newly tar ##red road and roared and pounded against the floor .

reference_raw: The driver carefully followed the road as it sank and turned, forded rivers that glowed like freshly tarred roads, roaring and pounding on the floor.

reference_spacy_tokens: The driver carefully followed the road as it sank and turned , forded rivers that glowed like freshly tarred roads , roaring and pounding on the floor .


fn_spacy_tokens_for_baseline: He had left the comparative safety of the platform of the step - ladder and was now clinging to what felt like a dangerously pliable branch of the tree .

source_bert_toks: he had left the comparative safety of the platform of the step - ladder and was now clinging to what felt like a dangerously pl ##iable branch of the tree .

reference_raw: He had left the comparative safety of the platform of the ladder and was now clinging to what looked like a dangerously reliable branch of a tree.

reference_spacy_tokens: He had left the comparative safety of the platform of the ladder and was now clinging to what looked like a dangerously reliable branch of a tree .


fn_spacy_tokens_for_baseline: Also , the folds of the skin around a baby 's eyes sometimes make her look cross - eyed when she is n't .

source_bert_toks: also , the folds of the skin around a baby ' s eyes sometimes make her look cross - eyed when she isn ' t .

reference_raw: Also, the folds of the skin around the baby's eyes sometimes make her look crossed when she's not.

reference_spacy_tokens: Also , the folds of the skin around the baby 's eyes sometimes make her look crossed when she 's not .


fn_spacy_tokens_for_baseline: Unlike his fellow sovereigns , Napoleon III reigned by the Grace of God and the will of the people , to whom the Constitution made him directly responsible -- a point which he himself stressed continually .

source_bert_toks: unlike his fellow sovereign ##s , napoleon iii reigned by the grace of god and the will of the people , to whom the constitution made him directly responsible - - a point which he himself stressed continually .

reference_raw: Unlike his fellow sovereigns, Napoleon III ruled by the grace of God and the will of the people, to which he was directly responsible by the Constitution, a point that he had always stressed.

reference_spacy_tokens: Unlike his fellow sovereigns , Napoleon III ruled by the grace of God and the will of the people , to which he was directly responsible by the Constitution , a point that he had always stressed .


fn_spacy_tokens_for_baseline: The buses should have the following : 1- Light armor and rocket launchers 2- Wireless equipment to report dangerous activities 3- Writing materials to jot down suspicious activities or license plate numbers 4- Sand bags around the buses to protect them from gun fire

source_bert_toks: the buses should have the following : 1 - light armor and rocket launcher ##s 2 - wireless equipment to report dangerous activities 3 - writing materials to jo ##t down suspicious activities or license plate numbers 4 - sand bags around the buses to protect them from gun fire

reference_raw: Buses should be equipped with the following: 1-Light armour and rocket launchers 2-Wireless equipment for notification of dangerous activities 3-Writing materials for recording suspicious activities or license plate 4-Sand bags around buses to protect them from firearms.

reference_spacy_tokens: Buses should be equipped with the following : 1-Light armour and rocket launchers 2-Wireless equipment for notification of dangerous activities 3-Writing materials for recording suspicious activities or license plate 4-Sand bags around buses to protect them from firearms .


fn_spacy_tokens_for_baseline: I felt happy to know honourable people who were fighting for the common good , that is to say , for justice ' ( Neruda : 1974 , p. 435 ) .

source_bert_toks: i felt happy to know honourable people who were fighting for the common good , that is to say , for justice ' ( ne ##rud ##a : 1974 , p . 435 ) .

reference_raw: I was glad to see honest people fighting for the common good, that is to say, justice (Neruda: 1974, p. 435).

reference_spacy_tokens: I was glad to see honest people fighting for the common good , that is to say , justice ( Neruda : 1974 , p. 435 ) .


fn_spacy_tokens_for_baseline: ' The company lost £ 100,000 coming here , ' said Halusi Halil , managing director of the firm running the Merry Fisherman .

source_bert_toks: ' the company lost £100 , 000 coming here , ' said hal ##us ##i hal ##il , managing director of the firm running the merry fisherman .

reference_raw: 'A hundred thousand pounds went missing from the company,' said Halusi Halil, the director of the company that ran the Merry Fisherman.

reference_spacy_tokens: ' A hundred thousand pounds went missing from the company , ' said Halusi Halil , the director of the company that ran the Merry Fisherman .


fn_spacy_tokens_for_baseline: The feature that came through most clearly , however , even in those early days of government , was Margaret Thatcher 's stamina .

source_bert_toks: the feature that came through most clearly , however , even in those early days of government , was margaret thatcher ' s st ##amina .

reference_raw: But the most obvious feature, even in the early days of government, was Margaret Thatcher's endurance.

reference_spacy_tokens: But the most obvious feature , even in the early days of government , was Margaret Thatcher 's endurance .


fn_spacy_tokens_for_baseline: * Targeting Iran : As Israeli troops seek out and destroy Hezbollah forces in southern Lebanon , intelligence officials spot a shipment of longer - range Iranian missiles heading for Lebanon .

source_bert_toks: * targeting iran : as israeli troops seek out and destroy hezbollah forces in southern lebanon , intelligence officials spot a shipment of longer - range iranian missiles heading for lebanon .

reference_raw: * Targeting Iran: While Israeli troops are searching for and destroying Hezbollah forces in southern Lebanon, intelligence officials have spotted a consignment of long-range Iranian missiles headed for Lebanon.

reference_spacy_tokens: * Targeting Iran : While Israeli troops are searching for and destroying Hezbollah forces in southern Lebanon , intelligence officials have spotted a consignment of long - range Iranian missiles headed for Lebanon .


fn_spacy_tokens_for_baseline: The British figured pottery took the form of colour - coated drinking beakers , the earliest products dating to the second half of the second century .

source_bert_toks: the british figured pottery took the form of colour - coated drinking beak ##ers , the earliest products dating to the second half of the second century .

reference_raw: The British thought that pottery was in the form of color-coated drinks, the first products dating back to the second half of the second century.

reference_spacy_tokens: The British thought that pottery was in the form of color - coated drinks , the first products dating back to the second half of the second century .


fn_spacy_tokens_for_baseline: He stopped and coughed deliberately , then took a breath .

source_bert_toks: he stopped and coughed deliberately , then took a breath .

reference_raw: He stopped and cleared his throat deliberately, then took a deep breath.

reference_spacy_tokens: He stopped and cleared his throat deliberately , then took a deep breath .


fn_spacy_tokens_for_baseline: Iran responded by strenuously denying the charges , but also maintained that it reserved the right to possess nuclear weapons to counter Israel 's weaponry .

source_bert_toks: iran responded by st ##ren ##uously denying the charges , but also maintained that it reserved the right to possess nuclear weapons to counter israel ' s weaponry .

reference_raw: Iran responded by strenuously denying the charges, but also asserting that it reserved the right to own nuclear weapons against Israeli weapons.

reference_spacy_tokens: Iran responded by strenuously denying the charges , but also asserting that it reserved the right to own nuclear weapons against Israeli weapons .


fn_spacy_tokens_for_baseline: He slurped the last of his tea .

source_bert_toks: he sl ##ur ##ped the last of his tea .

reference_raw: He drank the last of his tea.

reference_spacy_tokens: He drank the last of his tea .


fn_spacy_tokens_for_baseline: " The Iranians are now willing to accept the installation of cameras only outside the cascade halls , which will not enable the IAEA to monitor the entire uranium enrichment process , " the diplomat said .

source_bert_toks: " the iranian ##s are now willing to accept the installation of cameras only outside the cascade halls , which will not enable the ia ##ea to monitor the entire uranium enrichment process , " the diplomat said .

reference_raw: "The Iranians are now willing to accept the installation of cameras in front of the cascade chambers, which will not allow the IAEA to monitor the entire enrichment process of uranium," the diplomat said.

reference_spacy_tokens: " The Iranians are now willing to accept the installation of cameras in front of the cascade chambers , which will not allow the IAEA to monitor the entire enrichment process of uranium , " the diplomat said .


fn_spacy_tokens_for_baseline: If can recall to this day a book I had for review years and years ago in which the hero swaggered into a smart London nightclub , ordered a magnum of champagne and drank it down .

source_bert_toks: if can recall to this day a book i had for review years and years ago in which the hero sw ##agger ##ed into a smart london nightclub , ordered a magnum of champagne and drank it down .

reference_raw: If you remember the book I had for review years and years ago, when the hero swam into a smart London club, ordered a bottle of champagne, and drank it down.

reference_spacy_tokens: If you remember the book I had for review years and years ago , when the hero swam into a smart London club , ordered a bottle of champagne , and drank it down .


fn_spacy_tokens_for_baseline: He had known both success and failure with his comedies on the London stage when he published ' A Discourse upon Comedy , in Reference to the English Stage ' ( 1702 ) .

source_bert_toks: he had known both success and failure with his comedies on the london stage when he published ' a discourse upon comedy , in reference to the english stage ' ( 1702 ) .

reference_raw: He knew both the success and the failure of his comics on the London stage when he published "The Discourse on Comedy in Reference to the English stage" (1702).

reference_spacy_tokens: He knew both the success and the failure of his comics on the London stage when he published " The Discourse on Comedy in Reference to the English stage " ( 1702 ) .


fn_spacy_tokens_for_baseline: The nation is at the height of her military power , ruled from Thebes and Memphis by a new dynasty of pharaohs .

source_bert_toks: the nation is at the height of her military power , ruled from the ##bes and memphis by a new dynasty of pharaoh ##s .

reference_raw: The nation is at the height of its military strength, ruled by the new dynasty of the pharaohs of Thebes and Memphis.

reference_spacy_tokens: The nation is at the height of its military strength , ruled by the new dynasty of the pharaohs of Thebes and Memphis .


fn_spacy_tokens_for_baseline: Not that anyone was shooting up heroin at their desks or anything , but the glazed eyes of some of the dishevelled staff suggested that they were well acquainted with the teachings of Robert Nesta Marley and perhaps worse .

source_bert_toks: not that anyone was shooting up heroin at their desk ##s or anything , but the glazed eyes of some of the dish ##eve ##lled staff suggested that they were well acquainted with the teachings of robert nest ##a marley and perhaps worse .

reference_raw: Not that anyone was firing heroin at their desks or anything, but the glazed eyes of some of the dishevelled staff suggested that they were familiar with Robert Nesta Marley's teachings, and perhaps even worse.

reference_spacy_tokens: Not that anyone was firing heroin at their desks or anything , but the glazed eyes of some of the dishevelled staff suggested that they were familiar with Robert Nesta Marley 's teachings , and perhaps even worse .


fn_spacy_tokens_for_baseline: Chancellor Helmut Kohl 's comparison of the public relations skills of Goebbels and Soviet leader Mikhail S. Gorbachev outraged the Kremlin .

source_bert_toks: chancellor helmut ko ##hl ' s comparison of the public relations skills of go ##eb ##bel ##s and soviet leader mikhail s . go ##rba ##chev outraged the k ##rem ##lin .

reference_raw: Chancellor Helmut Kohl's comparison of Goebbels' public relations skills with Soviet leader Mikhail S. Gorbachev has upset the Kremlin.

reference_spacy_tokens: Chancellor Helmut Kohl 's comparison of Goebbels ' public relations skills with Soviet leader Mikhail S. Gorbachev has upset the Kremlin .


fn_spacy_tokens_for_baseline: Katherine 's face dropped and Thomas was about to intervene when Jacob hushed him .

source_bert_toks: katherine ' s face dropped and thomas was about to intervene when jacob hushed him .

reference_raw: Katherine lowered her face, and Thomas was about to intervene when Jacob silenced him.

reference_spacy_tokens: Katherine lowered her face , and Thomas was about to intervene when Jacob silenced him .


fn_spacy_tokens_for_baseline: There , with several farmers of his ilk , he quaffed pint after pint of good Berkshire ale .

source_bert_toks: there , with several farmers of his il ##k , he qu ##af ##fed pin ##t after pin ##t of good berkshire ale .

reference_raw: There, along with a few farmers of his ilk, he quenched a pint after a pint of good Berkshire beer.

reference_spacy_tokens: There , along with a few farmers of his ilk , he quenched a pint after a pint of good Berkshire beer .


fn_spacy_tokens_for_baseline: He had forgotten to take off the white coveralls .

source_bert_toks: he had forgotten to take off the white cover ##all ##s .

reference_raw: He forgot to take off his white jumpsuits.

reference_spacy_tokens: He forgot to take off his white jumpsuits .


fn_spacy_tokens_for_baseline: Despite persistent suspicions of offensive and defensive chemical and biological weapons ( CBW ) programs , there is no conclusive evidence that Taiwan has developed or deployed chemical or biological weapons .

source_bert_toks: despite persistent suspicions of offensive and defensive chemical and biological weapons ( cb ##w ) programs , there is no con ##clusive evidence that taiwan has developed or deployed chemical or biological weapons .

reference_raw: Despite continuing suspicions of attack and defence chemical and biological weapons (CBW) programmes, there is no conclusive evidence that Taiwan has developed or deployed chemical or biological weapons.

reference_spacy_tokens: Despite continuing suspicions of attack and defence chemical and biological weapons ( CBW ) programmes , there is no conclusive evidence that Taiwan has developed or deployed chemical or biological weapons .


fn_spacy_tokens_for_baseline: Potatoes were planted on Good Friday as it was believed that this was one day on which the Devil had no power to poison and ruin the soil .

source_bert_toks: potatoes were planted on good friday as it was believed that this was one day on which the devil had no power to poison and ruin the soil .

reference_raw: The potatoes were sown on Good Friday because it was believed that this was a day when the devil had no power to poison and destroy the soil.

reference_spacy_tokens: The potatoes were sown on Good Friday because it was believed that this was a day when the devil had no power to poison and destroy the soil .


fn_spacy_tokens_for_baseline: The fort , built by the Jesuits in the 17th century as a defense against the Dutch , was largely destroyed by the same fire that burned St. Paul 's .

source_bert_toks: the fort , built by the jesuits in the 17th century as a defense against the dutch , was largely destroyed by the same fire that burned st . paul ' s .

reference_raw: The fortress, built by the Jesuits in the 17th century as a defense against the Dutch, was largely destroyed by the same fire that burned Saint Paul's.

reference_spacy_tokens: The fortress , built by the Jesuits in the 17th century as a defense against the Dutch , was largely destroyed by the same fire that burned Saint Paul 's .


fn_spacy_tokens_for_baseline: At the first steep slope of Great Ararat they tethered their horses to a thorn tree and hobbled them .

source_bert_toks: at the first steep slope of great ara ##rat they te ##ther ##ed their horses to a thorn tree and ho ##bbled them .

reference_raw: On the first steep slope of the Great Ararat they tied their horses to a tree of thorns and hobbled them.

reference_spacy_tokens: On the first steep slope of the Great Ararat they tied their horses to a tree of thorns and hobbled them .


fn_spacy_tokens_for_baseline: If we can satisfy the stringent requirements of the number system then we have established a scale of measurement .

source_bert_toks: if we can satisfy the string ##ent requirements of the number system then we have established a scale of measurement .

reference_raw: If we can meet the strict requirements of the numbering system, we've set a measurement scale.

reference_spacy_tokens: If we can meet the strict requirements of the numbering system , we 've set a measurement scale .


fn_spacy_tokens_for_baseline: And in the true spirit of Jacobean tragedy -- supplanted in this production by that of the Hollywood mafia gangster mode , he seeks retribution .

source_bert_toks: and in the true spirit of jacob ##ean tragedy - - su ##pp ##lan ##ted in this production by that of the hollywood mafia gangster mode , he seeks retribution .

reference_raw: And in the true spirit of the Jacobian tragedy, substituted in this production by the Hollywood mob gangster mode, he seeks revenge.

reference_spacy_tokens: And in the true spirit of the Jacobian tragedy , substituted in this production by the Hollywood mob gangster mode , he seeks revenge .


fn_spacy_tokens_for_baseline: A policeman attempted to open the bathroom door with a crowbar , denting the wood .

source_bert_toks: a policeman attempted to open the bathroom door with a crow ##bar , dent ##ing the wood .

reference_raw: One of the cops tried to open the bathroom door with a crowbar and brushed the wood.

reference_spacy_tokens: One of the cops tried to open the bathroom door with a crowbar and brushed the wood .


fn_spacy_tokens_for_baseline: ' Enough of this chitchat , Rosenbloom .

source_bert_toks: ' enough of this chi ##tch ##at , rosen ##bl ##oom .

reference_raw: 'That's enough talking, Rosenbloom.

reference_spacy_tokens: ' That 's enough talking , Rosenbloom .


fn_spacy_tokens_for_baseline: Rushing towards the glass doors , she fumbled with frantic haste at the catch .

source_bert_toks: rushing towards the glass doors , she fumbled with frantic haste at the catch .

reference_raw: She hurried to the glass door and scrambled frantically for the catch.

reference_spacy_tokens: She hurried to the glass door and scrambled frantically for the catch .


fn_spacy_tokens_for_baseline: A third of sewage pumped into the sea is untreated .

source_bert_toks: a third of sewage pumped into the sea is un ##tre ##ated .

reference_raw: One-third of the sewage discharged into the sea is untreated.

reference_spacy_tokens: One - third of the sewage discharged into the sea is untreated .


fn_spacy_tokens_for_baseline: Professor Edward Hitchcock took cells from an aborted foetus and he injected them inside Mr Davies 's brain .

source_bert_toks: professor edward hitchcock took cells from an ab ##orted foe ##tus and he injected them inside mr davies ' s brain .

reference_raw: Professor Edward Hitchcock took the cells from the aborted foetus and put them in Mr. Davies' brain.

reference_spacy_tokens: Professor Edward Hitchcock took the cells from the aborted foetus and put them in Mr. Davies ' brain .


fn_spacy_tokens_for_baseline: Patriot groups in rural areas often form armed militias that stockpile weapons and conduct training exercises in preparation for an anticipated violent showdown with the federal government or United Nations forces .

source_bert_toks: patriot groups in rural areas often form armed militias that stock ##pile weapons and conduct training exercises in preparation for an anticipated violent showdown with the federal government or united nations forces .

reference_raw: Patriot groups in rural areas often form armed militias that store weapons and train to prepare for the expected violent demonstration with the Federation government or UN forces.

reference_spacy_tokens: Patriot groups in rural areas often form armed militias that store weapons and train to prepare for the expected violent demonstration with the Federation government or UN forces .


fn_spacy_tokens_for_baseline: In outrage , the Jews began a second revolt against Rome , led by Simon bar Kochba .

source_bert_toks: in outrage , the jews began a second revolt against rome , led by simon bar koch ##ba .

reference_raw: In outrage, the Jews began a second uprising of Rome, led by Simon Bar Kochba.

reference_spacy_tokens: In outrage , the Jews began a second uprising of Rome , led by Simon Bar Kochba .


fn_spacy_tokens_for_baseline: He followed Churchill into the secluded garden of Number Ten , which was surrounded by a mellow red - brick wall covered in climbing plants and enclosing a lawn liberally sprinkled with daffodils and early tulips in abundant bloom .

source_bert_toks: he followed churchill into the secluded garden of number ten , which was surrounded by a mel ##low red - brick wall covered in climbing plants and en ##cl ##osing a lawn liberal ##ly sp ##rin ##kled with da ##ff ##od ##ils and early tu ##lip ##s in abundant bloom .

reference_raw: He followed Churchill into the secluded garden of Number Ten, surrounded by a mellow wall of red brick, covered with climbing plants, and surrounded a lawn that was liberally littered with daffodils and early tulips in abundant bloom.

reference_spacy_tokens: He followed Churchill into the secluded garden of Number Ten , surrounded by a mellow wall of red brick , covered with climbing plants , and surrounded a lawn that was liberally littered with daffodils and early tulips in abundant bloom .


fn_spacy_tokens_for_baseline: We use razors to cut blunts [ cigars ] open and smoke some weed .

source_bert_toks: we use razor ##s to cut blunt ##s [ cigar ##s ] open and smoke some weed .

reference_raw: We're using razor blades to cut the blunts and smoke some grass.

reference_spacy_tokens: We 're using razor blades to cut the blunts and smoke some grass .


fn_spacy_tokens_for_baseline: Go down one flight of steps to Lascar Row , popularly known as Cat Street , for more antiques and curio shops .

source_bert_toks: go down one flight of steps to las ##car row , popularly known as cat street , for more antiques and cu ##rio shops .

reference_raw: Go down the stairs to Lascar Row, popularly known as Cat Street, for more antiques and curio shops.

reference_spacy_tokens: Go down the stairs to Lascar Row , popularly known as Cat Street , for more antiques and curio shops .


fn_spacy_tokens_for_baseline: In this field , Iran 's research is concentrated in creating genes that produce toxins against insect pests ; improving the biological resistance of plants ; formulating new pesticides ; improving techniques of spraying or otherwise disseminating pesticides ; investigating the effects on native plant species after they have been introduced to various pests and diseases ; preventing the production of mycotoxins in crops ; producing plant viruses and their corresponding antiserums for an antiserum bank ; and manufacturing pheromones and hormones to combat arthropods that harm Iran 's agricultural industry .

source_bert_toks: in this field , iran ' s research is concentrated in creating genes that produce toxin ##s against insect pest ##s ; improving the biological resistance of plants ; formula ##ting new pest ##icides ; improving techniques of spraying or otherwise di ##sse ##minating pest ##icides ; investigating the effects on native plant species after they have been introduced to various pest ##s and diseases ; preventing the production of my ##cot ##ox ##ins in crops ; producing plant viruses and their corresponding anti ##ser ##ums for an anti ##ser ##um bank ; and manufacturing ph ##ero ##mon ##es and hormones to combat art ##hr ##op ##ods that harm iran ' s agricultural industry .

reference_raw: In this area, Iran's research focuses on the creation of genes that produce toxins against insect pests; the improvement of plant bioresistance; the formulation of new pesticides; the improvement of methods of spraying or otherwise spreading pesticides; the investigation of the effects on native plant species after their introduction on different pests and diseases; the prevention of the production of mycotoxins in crops; the production of plant viruses and their corresponding antis for antis. and the production of pheromones and hormones to fight arthropods that harm the agricultural sector of Iran.

reference_spacy_tokens: In this area , Iran 's research focuses on the creation of genes that produce toxins against insect pests ; the improvement of plant bioresistance ; the formulation of new pesticides ; the improvement of methods of spraying or otherwise spreading pesticides ; the investigation of the effects on native plant species after their introduction on different pests and diseases ; the prevention of the production of mycotoxins in crops ; the production of plant viruses and their corresponding antis for antis . and the production of pheromones and hormones to fight arthropods that harm the agricultural sector of Iran .


fn_spacy_tokens_for_baseline: Russian officials do not deny research has continued but assert that it is for the purpose of developing defenses against chemical weapons , a purpose that is not banned by the CWC .

source_bert_toks: russian officials do not deny research has continued but assert that it is for the purpose of developing defenses against chemical weapons , a purpose that is not banned by the cw ##c .

reference_raw: Russian officials do not deny that research has continued, but claim that it is intended to develop defences against chemical weapons, a purpose not prohibited by the Convention.

reference_spacy_tokens: Russian officials do not deny that research has continued , but claim that it is intended to develop defences against chemical weapons , a purpose not prohibited by the Convention .


fn_spacy_tokens_for_baseline: ' Secure it , man ! ' he roared .

source_bert_toks: ' secure it , man ! ' he roared .

reference_raw: 'Sure it, man!' he shouted.

reference_spacy_tokens: ' Sure it , man ! ' he shouted .


fn_spacy_tokens_for_baseline: The extraordinary thing about Thomas Edison 's 1877 invention for recording and playing back sound was its apparent simplicity .

source_bert_toks: the extraordinary thing about thomas edison ' s 1877 invention for recording and playing back sound was its apparent simplicity .

reference_raw: The extraordinary thing about Thomas Edison's 1877 idea of recording and replaying sound was its obvious simplicity.

reference_spacy_tokens: The extraordinary thing about Thomas Edison 's 1877 idea of recording and replaying sound was its obvious simplicity .


fn_spacy_tokens_for_baseline: The vultures are already circling around Howard Kendall , suggesting Everton 's slump to third from bottom of the Premier League is confirmation of his folly in returning to the scene of his greatest triumphs .

source_bert_toks: the vulture ##s are already circling around howard kendall , suggesting everton ' s slump to third from bottom of the premier league is confirmation of his folly in returning to the scene of his greatest triumph ##s .

reference_raw: The vultures are already orbiting Howard Kendall, suggesting that Everton's slump from the bottom of the Prime Minister's League is confirming his foolishness to return to the scene of his greatest triumphs.

reference_spacy_tokens: The vultures are already orbiting Howard Kendall , suggesting that Everton 's slump from the bottom of the Prime Minister 's League is confirming his foolishness to return to the scene of his greatest triumphs .


fn_spacy_tokens_for_baseline: The young man passed it up , the little circlet of gold glistening between the tips of his thick hard fingers .

source_bert_toks: the young man passed it up , the little circle ##t of gold glistening between the tips of his thick hard fingers .

reference_raw: The young man handed it to him, a small circle of gold gleaming between the tips of his thick, hard fingers.

reference_spacy_tokens: The young man handed it to him , a small circle of gold gleaming between the tips of his thick , hard fingers .


fn_spacy_tokens_for_baseline: Support Goodwill with a generous donation today .

source_bert_toks: support goodwill with a generous donation today .

reference_raw: Promote goodwill with a generous donation today.

reference_spacy_tokens: Promote goodwill with a generous donation today .


fn_spacy_tokens_for_baseline: She gave him a few things , all invented , and watched as he jotted some notes in the ledger .

source_bert_toks: she gave him a few things , all invented , and watched as he jo ##tted some notes in the ledger .

reference_raw: She gave him a few things, all inventions, and watched him write a few notes in the book.

reference_spacy_tokens: She gave him a few things , all inventions , and watched him write a few notes in the book .


fn_spacy_tokens_for_baseline: She was indeed cruelly encumbered .

source_bert_toks: she was indeed cruel ##ly en ##cum ##bered .

reference_raw: In fact, she was brutally burdened.

reference_spacy_tokens: In fact , she was brutally burdened .


fn_spacy_tokens_for_baseline: IAEA chief El Baradei indicated that signing the Protocol would ensure IAEA oversight over Libya 's nuclear transition from weapons creation to peaceful purposes .

source_bert_toks: ia ##ea chief el bar ##ade ##i indicated that signing the protocol would ensure ia ##ea oversight over libya ' s nuclear transition from weapons creation to peaceful purposes .

reference_raw: The Head of the IAEA El Baradei stated that the signing of the Agreement would ensure the oversight of the IAEA over Libya's nuclear transition from weapons creation to peaceful purposes.

reference_spacy_tokens: The Head of the IAEA El Baradei stated that the signing of the Agreement would ensure the oversight of the IAEA over Libya 's nuclear transition from weapons creation to peaceful purposes .


fn_spacy_tokens_for_baseline: In the evening , the names of those who had been picked from the line - up were read out over the camp tannoy .

source_bert_toks: in the evening , the names of those who had been picked from the line - up were read out over the camp tan ##no ##y .

reference_raw: In the evening, the names of those who had been selected from the line-up were read over the tannoy of the camp.

reference_spacy_tokens: In the evening , the names of those who had been selected from the line - up were read over the tannoy of the camp .


fn_spacy_tokens_for_baseline: CIA officer Tyler Drumheller said he personally crossed out a reference to the labs from a classified draft of a U.N. speech by Secretary of State Colin Powell because he recognized the source as a defector , code - named Curveball , who was suspected to be mentally unstable and a liar .

source_bert_toks: cia officer tyler drum ##hell ##er said he personally crossed out a reference to the labs from a classified draft of a u . n . speech by secretary of state colin powell because he recognized the source as a defect ##or , code - named curve ##ball , who was suspected to be mentally unstable and a liar .

reference_raw: CIA officer Tyler Drumheller said that he personally removed a reference to the lab from a secret draft of the UN language by Secretary of State Colin Powell because he recognized the source as a defector, code-named Curveball, who was suspected to be mentally unstable and a liar.

reference_spacy_tokens: CIA officer Tyler Drumheller said that he personally removed a reference to the lab from a secret draft of the UN language by Secretary of State Colin Powell because he recognized the source as a defector , code - named Curveball , who was suspected to be mentally unstable and a liar .


fn_spacy_tokens_for_baseline: In a busy home a cool , understated colour scheme is a sure way of creating a feeling of space .

source_bert_toks: in a busy home a cool , under ##sta ##ted colour scheme is a sure way of creating a feeling of space .

reference_raw: In a busy house, a cold, underestimated color scheme is a certain way to create a sense of space.

reference_spacy_tokens: In a busy house , a cold , underestimated color scheme is a certain way to create a sense of space .


fn_spacy_tokens_for_baseline: With so many mountains and so much snow , it 's not surprising that the Swiss have become expert skiers .

source_bert_toks: with so many mountains and so much snow , it ' s not surprising that the swiss have become expert skier ##s .

reference_raw: With so many mountains and so much snow, it's no wonder the Swiss became a professional skier.

reference_spacy_tokens: With so many mountains and so much snow , it 's no wonder the Swiss became a professional skier .


fn_spacy_tokens_for_baseline: The Housing and Town Planning Act made it obligatory for local authorities to prepare surveys of their housing needs , to draw up plans to deal with them , and to carry out their schemes .

source_bert_toks: the housing and town planning act made it obligatory for local authorities to prepare surveys of their housing needs , to draw up plans to deal with them , and to carry out their schemes .

reference_raw: The Housing and Town Planning Act made it compulsory for local authorities to prepare surveys of their housing needs, to draw up plans to deal with them and to implement their programmes.

reference_spacy_tokens: The Housing and Town Planning Act made it compulsory for local authorities to prepare surveys of their housing needs , to draw up plans to deal with them and to implement their programmes .


fn_spacy_tokens_for_baseline: Here England is a locative hyponym .

source_bert_toks: here england is a lo ##cat ##ive h ##yp ##ony ##m .

reference_raw: Here in England, there's a local hypothesis.

reference_spacy_tokens: Here in England , there 's a local hypothesis .


fn_spacy_tokens_for_baseline: In other words , subordinates are unsettled by a boss who chops and changes between autocracy , persuasion , consultation and democracy .

source_bert_toks: in other words , subordinate ##s are un ##sett ##led by a boss who chop ##s and changes between auto ##cr ##acy , persuasion , consultation and democracy .

reference_raw: In other words, subordinates are troubled by the boss who cuts and changes between autocracy, persuasion, consultation, and democracy.

reference_spacy_tokens: In other words , subordinates are troubled by the boss who cuts and changes between autocracy , persuasion , consultation , and democracy .


fn_spacy_tokens_for_baseline: I saw Dacourt fidget nervously at his words .

source_bert_toks: i saw da ##court fi ##dget nervously at his words .

reference_raw: I could see Dacourt squirming nervously at what he was saying.

reference_spacy_tokens: I could see Dacourt squirming nervously at what he was saying .


fn_spacy_tokens_for_baseline: After a moment 's reflection , however , Jonadab went on , ' They 'll never miss a couple o ' pairs .

source_bert_toks: after a moment ' s reflection , however , jon ##ada ##b went on , ' they ' ll never miss a couple o ' pairs .

reference_raw: But after a moment's thought, Jonadab said, "They'll never miss two pairs.

reference_spacy_tokens: But after a moment 's thought , Jonadab said , " They 'll never miss two pairs .


fn_spacy_tokens_for_baseline: The mist was the trouble -- it shrouded everything half a dozen yards away .

source_bert_toks: the mist was the trouble - - it sh ##roud ##ed everything half a dozen yards away .

reference_raw: The fog was the problem - it covered everything a half-dozen yards away.

reference_spacy_tokens: The fog was the problem - it covered everything a half - dozen yards away .


fn_spacy_tokens_for_baseline: Downstairs Madeleine 's hair flamed in the gold circle of light cast by the lamp .

source_bert_toks: downstairs madeleine ' s hair flame ##d in the gold circle of light cast by the lamp .

reference_raw: Downstairs, Madeleine's hair blazed in a golden circle of light cast by a lamp.

reference_spacy_tokens: Downstairs , Madeleine 's hair blazed in a golden circle of light cast by a lamp .


fn_spacy_tokens_for_baseline: The ancient and dignified town of Bellagio , with its historic silk industry , sits on the headland where Lake Como forks .

source_bert_toks: the ancient and dig ##nified town of bella ##gio , with its historic silk industry , sits on the head ##land where lake como forks .

reference_raw: The ancient and dignified city of Bellagio, with its historical silk industry, sits on the mainland where Lake Como forks.

reference_spacy_tokens: The ancient and dignified city of Bellagio , with its historical silk industry , sits on the mainland where Lake Como forks .


fn_spacy_tokens_for_baseline: According to legend , Dick Turpin leaped across the gorge here on his horse Black Bess on a journey to or from York , presumably before the bridge was built .

source_bert_toks: according to legend , dick tu ##rp ##in leaped across the gorge here on his horse black be ##ss on a journey to or from york , presumably before the bridge was built .

reference_raw: According to legend, Dick Turpin jumped over a ravine here on his horse, Black Bess, on his way to or from York, probably before the bridge was built.

reference_spacy_tokens: According to legend , Dick Turpin jumped over a ravine here on his horse , Black Bess , on his way to or from York , probably before the bridge was built .


fn_spacy_tokens_for_baseline: She cavorted about in its depths for a while before gliding to the side to retrieve the soap and wash the collected grime from her skin and hair .

source_bert_toks: she ca ##vor ##ted about in its depths for a while before gliding to the side to retrieve the soap and wash the collected grim ##e from her skin and hair .

reference_raw: She wandered in her depths for a moment, then slid over to the side to pick up the soap and rinse the collected grime from her skin and hair.

reference_spacy_tokens: She wandered in her depths for a moment , then slid over to the side to pick up the soap and rinse the collected grime from her skin and hair .


fn_spacy_tokens_for_baseline: Tumours were assessed as benign or malignant and were graded by degree of dysplasia ( benign ) or differentiation ( malignant ) .

source_bert_toks: tu ##mour ##s were assessed as benign or mali ##gnant and were graded by degree of d ##ys ##pl ##asia ( benign ) or differentiation ( mali ##gnant ) .

reference_raw: The tumours were assessed as benign or malignant and were classified according to the degree of dysplasia (benign) or differentiation (malignant).

reference_spacy_tokens: The tumours were assessed as benign or malignant and were classified according to the degree of dysplasia ( benign ) or differentiation ( malignant ) .


fn_spacy_tokens_for_baseline: The vilification of a young man -- with convictions for car theft and now working with young boys making prize - winning community videos -- edged on violence .

source_bert_toks: the vi ##li ##fication of a young man - - with convictions for car theft and now working with young boys making prize - winning community videos - - edged on violence .

reference_raw: Vilifying a young man - with convictions for car theft, and now working with young boys who make prize-winning community videos - has led to violence.

reference_spacy_tokens: Vilifying a young man - with convictions for car theft , and now working with young boys who make prize - winning community videos - has led to violence .


fn_spacy_tokens_for_baseline: A short , somewhat corpulent man , he wore dark , double - breasted suits of discreet quality .

source_bert_toks: a short , somewhat corp ##ulent man , he wore dark , double - breast ##ed suits of discreet quality .

reference_raw: He was a small, rather corpulent man, wearing a dark double-breasted suit of discreet quality.

reference_spacy_tokens: He was a small , rather corpulent man , wearing a dark double - breasted suit of discreet quality .


fn_spacy_tokens_for_baseline: Macau 's most memorable monument is the Baroque facade of the ruins of Sao Paulo , the only remains of a beautiful 17th - century Jesuit church .

source_bert_toks: macau ' s most memorable monument is the baroque facade of the ruins of sao paulo , the only remains of a beautiful 17th - century jesuit church .

reference_raw: Macao's most memorable monument is the Baroque front of the ruins of Sao Paul, the only remains of the beautiful church of 17th-century Jesuit.

reference_spacy_tokens: Macao 's most memorable monument is the Baroque front of the ruins of Sao Paul , the only remains of the beautiful church of 17th - century Jesuit .


fn_spacy_tokens_for_baseline: Every effort was made by Inspector Baynes , who has the case in hand , to ascertain the hiding place of the fugitives , and he had good reason to believe that they had not gone far but were lurking in some retreat which had been already prepared .

source_bert_toks: every effort was made by inspector bay ##nes , who has the case in hand , to as ##cer ##tain the hiding place of the fugitive ##s , and he had good reason to believe that they had not gone far but were lurking in some retreat which had been already prepared .

reference_raw: Inspector Baynes, who had the case in hand, had made every effort to find out where the refugees were hiding, and he had good reason to think they hadn't gone far, but were lurking in some retreat that had already been prepared.

reference_spacy_tokens: Inspector Baynes , who had the case in hand , had made every effort to find out where the refugees were hiding , and he had good reason to think they had n't gone far , but were lurking in some retreat that had already been prepared .


fn_spacy_tokens_for_baseline: Crosse reported this and gave evidence at Lee 's trial .

source_bert_toks: cross ##e reported this and gave evidence at lee ' s trial .

reference_raw: Crosse reported it and testified in Lee's court.

reference_spacy_tokens: Crosse reported it and testified in Lee 's court .


fn_spacy_tokens_for_baseline: Dry - fry or boil mince , and pour off resulting fat .

source_bert_toks: dry - fry or boil min ##ce , and pour off resulting fat .

reference_raw: Dry-fry or boil the mince and pour out the resulting grease.

reference_spacy_tokens: Dry - fry or boil the mince and pour out the resulting grease .


fn_spacy_tokens_for_baseline: Dorothea saw herself , barefooted on the plastic mat , dressing gown wrapped round her and staring into space , towards nothing , half - thinking , unaware .

source_bert_toks: dorothea saw herself , barefoot ##ed on the plastic mat , dressing gown wrapped round her and staring into space , towards nothing , half - thinking , unaware .

reference_raw: Dorothea could see herself naked on a plastic mat, dressing gown wrapped around her, staring at nothing, half-thinking, unaware.

reference_spacy_tokens: Dorothea could see herself naked on a plastic mat , dressing gown wrapped around her , staring at nothing , half - thinking , unaware .


fn_spacy_tokens_for_baseline: Large pockets of poverty still exist .

source_bert_toks: large pockets of poverty still exist .

reference_raw: There are still large pockets of misery.

reference_spacy_tokens: There are still large pockets of misery .


fn_spacy_tokens_for_baseline: Watching : " Hollywood Movie Trailers And Teasers : State Of Play ( 2009 ) " ( http://twitthis.com/nvnnfc ) I was waiting to hear back but I can do the show tomorrow and the May UG 933 lol you were right , Armageddon ( aerosmith ) was the first song Caught My Eye : " Kindle 2 Causing Eye Strain ?

source_bert_toks: watching : " hollywood movie trailers and teaser ##s : state of play ( 2009 ) " ( http : / / t ##wi ##tt ##his . com / n ##vn ##n ##fc ) i was waiting to hear back but i can do the show tomorrow and the may u ##g 93 ##3 lo ##l you were right , arm ##aged ##don ( aero ##smith ) was the first song caught my eye : " kind ##le 2 causing eye strain ?

reference_raw: Watching: "Hollywood Film Trailers and Teasers: State of Play (2009)" (http://twitthis.com/nvnfc) I've been expecting to hear from you, but can I do the show tomorrow and the May UG 933 loll you were right?

reference_spacy_tokens: Watching : " Hollywood Film Trailers and Teasers : State of Play ( 2009 ) " ( http://twitthis.com/nvnfc ) I 've been expecting to hear from you , but can I do the show tomorrow and the May UG 933 loll you were right ?


fn_spacy_tokens_for_baseline: Pyongyang said it was lifting the freeze to generate electricity to compensate for the loss of HFO supplies , and North Korean technicians were able to remove seals and disable monitoring cameras at nuclear facilities in Yo ( ngbyo ( n - kun within a matter of days .

source_bert_toks: p ##yon ##gy ##ang said it was lifting the freeze to generate electricity to compensate for the loss of h ##fo supplies , and north korean technicians were able to remove seals and di ##sable monitoring cameras at nuclear facilities in yo ( ng ##by ##o ( n - kun within a matter of days .

reference_raw: According to Pyongyang, the freeze was lifted to generate electricity to compensate for the loss of HFO supplies, and North Korean engineers were able to remove the seals and deactivate the surveillance cameras in the nuclear facilities in Yo (n-kun in a matter of days).

reference_spacy_tokens: According to Pyongyang , the freeze was lifted to generate electricity to compensate for the loss of HFO supplies , and North Korean engineers were able to remove the seals and deactivate the surveillance cameras in the nuclear facilities in Yo ( n - kun in a matter of days ) .


fn_spacy_tokens_for_baseline: He denies the claim from opponents that foxhunting is a barbaric sport .

source_bert_toks: he denies the claim from opponents that fox ##hun ##ting is a bar ##bari ##c sport .

reference_raw: He denies the opposition's claim that fox hunting is a barbarian sport.

reference_spacy_tokens: He denies the opposition 's claim that fox hunting is a barbarian sport .


fn_spacy_tokens_for_baseline: Pour the remaining oil in a frying pan and saute the onions for about 8 minutes or until golden .

source_bert_toks: pour the remaining oil in a fry ##ing pan and sa ##ute the onions for about 8 minutes or until golden .

reference_raw: The remaining oil is poured into the frying pan and saturated for about eight minutes, or until gold.

reference_spacy_tokens: The remaining oil is poured into the frying pan and saturated for about eight minutes , or until gold .


fn_spacy_tokens_for_baseline: If you have a warm drink , try milk , cocoa or a herbal drink such as camomile tea .

source_bert_toks: if you have a warm drink , try milk , cocoa or a herbal drink such as cam ##omi ##le tea .

reference_raw: If you have a hot drink, try milk, cocoa or herbal beverage, such as camomile tea.

reference_spacy_tokens: If you have a hot drink , try milk , cocoa or herbal beverage , such as camomile tea .


fn_spacy_tokens_for_baseline: But High Winds are now forecast and the entire team may soon have to evacuate the mountain with or without him

source_bert_toks: but high winds are now forecast and the entire team may soon have to evacuate the mountain with or without him

reference_raw: But the High Winds are now forecast, and the entire team may soon have to leave the mountain with or without it.

reference_spacy_tokens: But the High Winds are now forecast , and the entire team may soon have to leave the mountain with or without it .


fn_spacy_tokens_for_baseline: Designs by Durer , Gianlorenzo Bernini and Lord Leighton are included with a number of items loaned from other institutions .

source_bert_toks: designs by du ##rer , gia ##nl ##ore ##nzo bern ##ini and lord leighton are included with a number of items loaned from other institutions .

reference_raw: The designs of Durer, Gianlorenzo Bernini and Lord Leighton include several items borrowed from other institutions.

reference_spacy_tokens: The designs of Durer , Gianlorenzo Bernini and Lord Leighton include several items borrowed from other institutions .


fn_spacy_tokens_for_baseline: Nigel Jones , who won Cheltenham for the Liberal Democrats has been named front bench spokesman on housing and local government .

source_bert_toks: nigel jones , who won cheltenham for the liberal democrats has been named front bench spokesman on housing and local government .

reference_raw: Nigel Jones, who won Cheltenham for the Liberal Democrats, was appointed a front-row spokesman for housing and local government.

reference_spacy_tokens: Nigel Jones , who won Cheltenham for the Liberal Democrats , was appointed a front - row spokesman for housing and local government .


fn_spacy_tokens_for_baseline: The room was festooned with cobwebs , the air musty and thick with dust and disuse .

source_bert_toks: the room was fest ##oon ##ed with co ##b ##we ##bs , the air must ##y and thick with dust and di ##sus ##e .

reference_raw: The room was littered with spiderwebs, the air stale and thick with dust and disuse.

reference_spacy_tokens: The room was littered with spiderwebs , the air stale and thick with dust and disuse .


fn_spacy_tokens_for_baseline: Even if Iran possesses these biological agents , it faces a significant challenge in their weaponization and delivery .

source_bert_toks: even if iran possesses these biological agents , it faces a significant challenge in their weapon ##ization and delivery .

reference_raw: Even if Iran has these biological agents, it faces a major challenge in arming and supplying them.

reference_spacy_tokens: Even if Iran has these biological agents , it faces a major challenge in arming and supplying them .


fn_spacy_tokens_for_baseline: The first distinct accretion , according to the USGS team , occurred about 150 million years ago when the collisions added the western flanks of the Sierra and the Klamath mountains to the northeast .

source_bert_toks: the first distinct acc ##ret ##ion , according to the us ##gs team , occurred about 150 million years ago when the collisions added the western flanks of the sierra and the k ##lam ##ath mountains to the northeast .

reference_raw: According to the U.S.G.S.G.S. team, the first distinct accretion occurred about 150 million years ago when the collisions added the western flanks of the Sierra and the Klamath Mountains to the north-east.

reference_spacy_tokens: According to the U.S.G.S.G.S. team , the first distinct accretion occurred about 150 million years ago when the collisions added the western flanks of the Sierra and the Klamath Mountains to the north - east .


fn_spacy_tokens_for_baseline: The aircraft pushed back from the gate at 7:40 .

source_bert_toks: the aircraft pushed back from the gate at 7 : 40 .

reference_raw: At 7:40, the plane pushed away from the gate.

reference_spacy_tokens: At 7:40 , the plane pushed away from the gate .


fn_spacy_tokens_for_baseline: " I 've nicknamed her Ever Ready .

source_bert_toks: " i ' ve nicknamed her ever ready .

reference_raw: "I called her Ever Ready."

reference_spacy_tokens: " I called her Ever Ready . "


fn_spacy_tokens_for_baseline: It was suggested , but never proved , that the deceased gentleman may have had valuables in the house , and that their abstraction was the motive of the crime .

source_bert_toks: it was suggested , but never proved , that the deceased gentleman may have had valuable ##s in the house , and that their abstraction was the motive of the crime .

reference_raw: It was suggested, but never proved, that the deceased gentleman might have valuables in the house, and that their abstraction was the motive for the murder.

reference_spacy_tokens: It was suggested , but never proved , that the deceased gentleman might have valuables in the house , and that their abstraction was the motive for the murder .


fn_spacy_tokens_for_baseline: Their origin was explained by the German physicist Gustav Magnus in 1852 , who thus solved the vexing problem of why spinning projectiles veer off course .

source_bert_toks: their origin was explained by the german physicist gustav magnus in 1852 , who thus solved the ve ##xing problem of why spinning projectile ##s ve ##er off course .

reference_raw: Their origin was explained by a German physicist, Gustav Magnus, in 1852, who solved the problem of why spinning projectiles turned off course.

reference_spacy_tokens: Their origin was explained by a German physicist , Gustav Magnus , in 1852 , who solved the problem of why spinning projectiles turned off course .


fn_spacy_tokens_for_baseline: ' They did not even bother to figure out whether the person they were about to deprive of life is or was a member of a rebel gang .

source_bert_toks: ' they did not even bother to figure out whether the person they were about to de ##pr ##ive of life is or was a member of a rebel gang .

reference_raw: They didn't even bother to find out if the person they were going to lose was or was a member of a rebel gang.

reference_spacy_tokens: They did n't even bother to find out if the person they were going to lose was or was a member of a rebel gang .


fn_spacy_tokens_for_baseline: After all , those murders were carried out in a financial work setting ; it did n't have the juice of a high school for TV producers .

source_bert_toks: after all , those murders were carried out in a financial work setting ; it didn ' t have the juice of a high school for tv producers .

reference_raw: After all, the killings were done in a financial-work environment; they had no high-school juicy for television producers.

reference_spacy_tokens: After all , the killings were done in a financial - work environment ; they had no high - school juicy for television producers .


fn_spacy_tokens_for_baseline: I silently vowed I would not be returning to Coldstream .

source_bert_toks: i silently vowed i would not be returning to cold ##stream .

reference_raw: I swore quietly that I wouldn't go back to Coldstream.

reference_spacy_tokens: I swore quietly that I would n't go back to Coldstream .


fn_spacy_tokens_for_baseline: Fish , which in the cold European waters are sluggish and easily caught , often provide the staple for mink over the winter .

source_bert_toks: fish , which in the cold european waters are slug ##gis ##h and easily caught , often provide the staple for min ##k over the winter .

reference_raw: Fish, which are slow and easy to catch in cold European waters, often provide a staple for mink during the winter.

reference_spacy_tokens: Fish , which are slow and easy to catch in cold European waters , often provide a staple for mink during the winter .


fn_spacy_tokens_for_baseline: Now , with a backpack on his shoulders and a tight fist on his wallet , Bryson shows first - class fun is available in the hardest of times on the cheapest of tickets .

source_bert_toks: now , with a backpack on his shoulders and a tight fist on his wallet , bryson shows first - class fun is available in the hardest of times on the cheap ##est of tickets .

reference_raw: Now, with a pack on his back and a tight fist on his wallet, Bryson shows that first-class entertainment is available for the cheapest ticket.

reference_spacy_tokens: Now , with a pack on his back and a tight fist on his wallet , Bryson shows that first - class entertainment is available for the cheapest ticket .


fn_spacy_tokens_for_baseline: By now Modigliani could not transform overnight into a conventional husband , and Jeanne accepted him with his failings .

source_bert_toks: by now mod ##ig ##lian ##i could not transform overnight into a conventional husband , and jeanne accepted him with his failing ##s .

reference_raw: Modigliani could no longer become a normal husband overnight, and Jeanne accepted him with his failings.

reference_spacy_tokens: Modigliani could no longer become a normal husband overnight , and Jeanne accepted him with his failings .


fn_spacy_tokens_for_baseline: Suddenly , the Junkers belched a long tongue of red flame , straightened out for a moment and then spun down into the water .

source_bert_toks: suddenly , the junk ##ers bel ##ched a long tongue of red flame , straightened out for a moment and then spun down into the water .

reference_raw: Suddenly the Junkers bellowed a long tongue of red flame, stood up for a moment, then turned into the water.

reference_spacy_tokens: Suddenly the Junkers bellowed a long tongue of red flame , stood up for a moment , then turned into the water .


fn_spacy_tokens_for_baseline: For reasons unknown , Albright has rejected Simova 's attempts to set up more meetings , though Simova is her only surviving Czech relative .

source_bert_toks: for reasons unknown , al ##bright has rejected sim ##ova ' s attempts to set up more meetings , though sim ##ova is her only surviving czech relative .

reference_raw: For reasons unknown, Albright rejected Simova's attempts to arrange more meetings, although Simova is the only surviving Czech relative.

reference_spacy_tokens: For reasons unknown , Albright rejected Simova 's attempts to arrange more meetings , although Simova is the only surviving Czech relative .


fn_spacy_tokens_for_baseline: She could hardly have been much of a friend of Liza because , although her daughter had never been forthcoming about her time in the ATS , she had certainly never mentioned an Eleanor Fuller .

source_bert_toks: she could hardly have been much of a friend of liza because , although her daughter had never been forthcoming about her time in the at ##s , she had certainly never mentioned an eleanor fuller .

reference_raw: She could hardly have been much of a friend to Liza, for though her daughter had never been accommodating about her time at the ATS, she had never mentioned Eleanor Fuller.

reference_spacy_tokens: She could hardly have been much of a friend to Liza , for though her daughter had never been accommodating about her time at the ATS , she had never mentioned Eleanor Fuller .


fn_spacy_tokens_for_baseline: There they also hatch and develop , sustained by the yolk with which she has endowed them .

source_bert_toks: there they also hatch and develop , sustained by the yo ##lk with which she has endowed them .

reference_raw: It also hatches and develops there, sustained by the yolk she gave them.

reference_spacy_tokens: It also hatches and develops there , sustained by the yolk she gave them .


fn_spacy_tokens_for_baseline: When she had sealed the envelope , Bathsheba looked closely at the words left by the seal :

source_bert_toks: when she had sealed the envelope , baths ##he ##ba looked closely at the words left by the seal :

reference_raw: When Bathsheba closed the envelope, she looked closely at the words she had left behind.

reference_spacy_tokens: When Bathsheba closed the envelope , she looked closely at the words she had left behind .


fn_spacy_tokens_for_baseline: The headmaster at the school gave a talk to all the children and issued a warning to them to beware of the Rottweiler breed in particular .

source_bert_toks: the headmaster at the school gave a talk to all the children and issued a warning to them to be ##ware of the rot ##t ##weiler breed in particular .

reference_raw: The school director spoke to all the children and warned them to keep an eye on the Rottweiler breed.

reference_spacy_tokens: The school director spoke to all the children and warned them to keep an eye on the Rottweiler breed .


fn_spacy_tokens_for_baseline: It was in Morrocco that the twilight began to fall .

source_bert_toks: it was in mor ##ro ##cco that the twilight began to fall .

reference_raw: It was in Morrocco that dusk began to fall.

reference_spacy_tokens: It was in Morrocco that dusk began to fall .


fn_spacy_tokens_for_baseline: ' Looks like pot .

source_bert_toks: ' looks like pot .

reference_raw: 'It looks like weed.

reference_spacy_tokens: ' It looks like weed .


fn_spacy_tokens_for_baseline: Anyone who kept a pet owl was suspected of being a magician , and farmers would nail an owl 's body to a front door , with its wings outstretched , to avert thunder and hail .

source_bert_toks: anyone who kept a pet owl was suspected of being a magician , and farmers would nail an owl ' s body to a front door , with its wings outstretched , to ave ##rt thunder and hail .

reference_raw: Anyone who kept a pet owl was suspected of being a wizard, and the peasants would nail the body of an owl to the front door with their wings outstretched, to avert the thunder and rain.

reference_spacy_tokens: Anyone who kept a pet owl was suspected of being a wizard , and the peasants would nail the body of an owl to the front door with their wings outstretched , to avert the thunder and rain .


fn_spacy_tokens_for_baseline: It was softly carpeted with leaves and was still and silent , except when raindrops found a way through the green roof above and plopped faintly on to the leaves .

source_bert_toks: it was softly carpet ##ed with leaves and was still and silent , except when rain ##drop ##s found a way through the green roof above and pl ##opped faintly on to the leaves .

reference_raw: It was lightly carpeted with leaves, and it was quiet and quiet, except when the raindrops found their way through the green roof above and patted lightly on the leaves.

reference_spacy_tokens: It was lightly carpeted with leaves , and it was quiet and quiet , except when the raindrops found their way through the green roof above and patted lightly on the leaves .


fn_spacy_tokens_for_baseline: If you look at a dissection of the human arm you can see that the string - like tendons which attach to the fingers are joined further back in the arm , to the muscles .

source_bert_toks: if you look at a di ##sse ##ction of the human arm you can see that the string - like tend ##ons which attach to the fingers are joined further back in the arm , to the muscles .

reference_raw: When you look at the dissection of the human arm, you can see that the string-like tendons that bind to the fingers are connected further back to the arm and muscles.

reference_spacy_tokens: When you look at the dissection of the human arm , you can see that the string - like tendons that bind to the fingers are connected further back to the arm and muscles .


fn_spacy_tokens_for_baseline: Vincent agreed , too low - spirited to put up any resistance .

source_bert_toks: vincent agreed , too low - spirited to put up any resistance .

reference_raw: Vincent agreed, too weak to resist.

reference_spacy_tokens: Vincent agreed , too weak to resist .


fn_spacy_tokens_for_baseline: In the evening after a buffet - style meal washed down with free wine , Drago 's Starlight Bar comes to life with live music and cabaret entertainment .

source_bert_toks: in the evening after a buffet - style meal washed down with free wine , drag ##o ' s star ##light bar comes to life with live music and cabaret entertainment .

reference_raw: In the evening, after a buffet-style meal washed away with free wine, Drago's Starlight Club will come to life with live music and cabaret entertainment.

reference_spacy_tokens: In the evening , after a buffet - style meal washed away with free wine , Drago 's Starlight Club will come to life with live music and cabaret entertainment .


fn_spacy_tokens_for_baseline: Wide - awake Vincent has snatched a maximum of four hours a night shut - eye since he was born 3 ½ years ago .

source_bert_toks: wide - awake vincent has snatched a maximum of four hours a night shut - eye since he was born 3 ½ years ago .

reference_raw: Ever since he was born three and a half years ago, Wide-awake Vincent has stolen no more than four hours a night closed eye.

reference_spacy_tokens: Ever since he was born three and a half years ago , Wide - awake Vincent has stolen no more than four hours a night closed eye .


fn_spacy_tokens_for_baseline: He got up immediately and fetched the brandy , dousing his coffee with it liberally .

source_bert_toks: he got up immediately and fetch ##ed the brandy , do ##using his coffee with it liberal ##ly .

reference_raw: Instantly he got up and fetched a brandy and drank his coffee liberally.

reference_spacy_tokens: Instantly he got up and fetched a brandy and drank his coffee liberally .


fn_spacy_tokens_for_baseline: ' First things first , ' Natasha declared as they emerged from the cloakroom .

source_bert_toks: ' first things first , ' natasha declared as they emerged from the cloak ##room .

reference_raw: 'First things first,' Natasha said as they emerged from the camouflage.

reference_spacy_tokens: ' First things first , ' Natasha said as they emerged from the camouflage .


fn_spacy_tokens_for_baseline: The magistrate set a preliminary hearing for next Tuesday and ordered Pickett held without bond .

source_bert_toks: the magistrate set a preliminary hearing for next tuesday and ordered picket ##t held without bond .

reference_raw: The judge set up a preliminary hearing for the following Tuesday and instructed Pickett to hold without a bond.

reference_spacy_tokens: The judge set up a preliminary hearing for the following Tuesday and instructed Pickett to hold without a bond .


fn_spacy_tokens_for_baseline: Armenia and Azerbaijan have been warring over the enclave of Nagorno - Karabakh , Georgia has been wracked by coups and secessionist uprisings , and Russia has been battling Chechen separatists in its North Caucasus region for 14 months .

source_bert_toks: armenia and azerbaijan have been warring over the enclave of na ##gor ##no - kara ##ba ##kh , georgia has been wr ##ack ##ed by coup ##s and secession ##ist uprising ##s , and russia has been battling che ##chen sep ##arat ##ists in its north caucasus region for 14 months .

reference_raw: Armenia and Azerbaijan fought over the Nagorno-Karabakh enclave, Georgia was crushed by coups and secessionist uprisings, and Russia fought against Chechen separatists in the North Caucasus region for 14 months.

reference_spacy_tokens: Armenia and Azerbaijan fought over the Nagorno - Karabakh enclave , Georgia was crushed by coups and secessionist uprisings , and Russia fought against Chechen separatists in the North Caucasus region for 14 months .


fn_spacy_tokens_for_baseline: My eyes , however , were continuously drawn to the great Tor which loomed high above the abbey and the small church of St Michael on its summit .

source_bert_toks: my eyes , however , were continuously drawn to the great tor which loomed high above the abbey and the small church of st michael on its summit .

reference_raw: But my eyes were continually drawn to the great Tor that loomed high above the abbey and the little church of St. Michael at its top.

reference_spacy_tokens: But my eyes were continually drawn to the great Tor that loomed high above the abbey and the little church of St. Michael at its top .


fn_spacy_tokens_for_baseline: Meryl could sense the woman 's agitation and anger , and cast around for some diversion .

source_bert_toks: mer ##yl could sense the woman ' s agitation and anger , and cast around for some diversion .

reference_raw: Meryl felt the woman's excitement and anger, and turned to distract him.

reference_spacy_tokens: Meryl felt the woman 's excitement and anger , and turned to distract him .


fn_spacy_tokens_for_baseline: To finish the planting scheme , there are tiny species which can eke out an existence in a teaspoonful of soil .

source_bert_toks: to finish the planting scheme , there are tiny species which can ek ##e out an existence in a tea ##sp ##oon ##ful of soil .

reference_raw: In order to complete the planting plant, there are small species that can evoke life in a spoonful of soil.

reference_spacy_tokens: In order to complete the planting plant , there are small species that can evoke life in a spoonful of soil .


fn_spacy_tokens_for_baseline: She lived all by herself in a log cabin surrounded by a garden in which she grew vegetables .

source_bert_toks: she lived all by herself in a log cabin surrounded by a garden in which she grew vegetables .

reference_raw: She lived alone in a log hut surrounded by a garden where she grew vegetables.

reference_spacy_tokens: She lived alone in a log hut surrounded by a garden where she grew vegetables .


fn_spacy_tokens_for_baseline: Connor let him go , and settled his collar with ironic courtesy , arranging it round his flaming scarlet necktie .

source_bert_toks: connor let him go , and settled his collar with ironic courtesy , arranging it round his flaming scarlet neck ##tie .

reference_raw: Connor let him go, clasped his collar with ironic courtesy, and arranged it around his flaming scarlet tie.

reference_spacy_tokens: Connor let him go , clasped his collar with ironic courtesy , and arranged it around his flaming scarlet tie .


fn_spacy_tokens_for_baseline: To alleviate the problem , the government has become the city 's major landlord with the construction of massive apartment blocks that , though they have every modern facility , average only 9 square m ( 100 square ft ) in size .

source_bert_toks: to alleviate the problem , the government has become the city ' s major landlord with the construction of massive apartment blocks that , though they have every modern facility , average only 9 square m ( 100 square ft ) in size .

reference_raw: In order to alleviate the problem, the government has become the main owner of the city by building large apartment blocks, which, although they have all modern facilities, average only 9 square feet (100 square feet).

reference_spacy_tokens: In order to alleviate the problem , the government has become the main owner of the city by building large apartment blocks , which , although they have all modern facilities , average only 9 square feet ( 100 square feet ) .


fn_spacy_tokens_for_baseline: I sat tight in my seat , my big knees grating against the row in front , trying to ignore the agonising cramps that tore up my thighs .

source_bert_toks: i sat tight in my seat , my big knees gr ##ating against the row in front , trying to ignore the ago ##nis ##ing cr ##amps that tore up my thighs .

reference_raw: I sat tight in my seat, my big knees clattering against the line in front of me, trying to ignore the painful spasms that ripped my thighs apart.

reference_spacy_tokens: I sat tight in my seat , my big knees clattering against the line in front of me , trying to ignore the painful spasms that ripped my thighs apart .


fn_spacy_tokens_for_baseline: He spent four hours with the therapist who administered it to him and supervised his acid trip , and he remained under a structured hallucinatory influence for a further five hours at home .

source_bert_toks: he spent four hours with the therapist who administered it to him and supervised his acid trip , and he remained under a structured hall ##uc ##inatory influence for a further five hours at home .

reference_raw: He spent four hours with a therapist who gave it to him, overseeing his acid journey, and stayed at home for another five hours under a structured hallucinatory influence.

reference_spacy_tokens: He spent four hours with a therapist who gave it to him , overseeing his acid journey , and stayed at home for another five hours under a structured hallucinatory influence .


fn_spacy_tokens_for_baseline: We must also blame the blinkered ideological dogma of a Government who have put owner - occupation at the top of every list , at the expense of decent affordable housing .

source_bert_toks: we must also blame the blink ##ered ideological dog ##ma of a government who have put owner - occupation at the top of every list , at the expense of decent affordable housing .

reference_raw: We must also blame the blinking ideological dogma of a government that puts the owner's occupation at the top of each list at the expense of a decent, accessible housing.

reference_spacy_tokens: We must also blame the blinking ideological dogma of a government that puts the owner 's occupation at the top of each list at the expense of a decent , accessible housing .


fn_spacy_tokens_for_baseline: An opposition MP , Mr Jan Van Eck , yesterday accused the police of complicity in the latest fighting to break out at the Cape Town squatter camp , Crossroads .

source_bert_toks: an opposition mp , mr jan van ec ##k , yesterday accused the police of com ##plicity in the latest fighting to break out at the cape town squat ##ter camp , crossroads .

reference_raw: Resistance MP, Mr. Jan Van Eck, yesterday accused the police of complicity in the last struggle to escape from the Cape Town squatter camp at the Crossroads.

reference_spacy_tokens: Resistance MP , Mr. Jan Van Eck , yesterday accused the police of complicity in the last struggle to escape from the Cape Town squatter camp at the Crossroads .


fn_spacy_tokens_for_baseline: In 1770 , Russia came to aid the Greeks ( defined by their Orthodox religion rather than by historical geographical boundaries ) , declaring war on the Ottoman Empire and occupying several Aegean islands until 1774 .

source_bert_toks: in 1770 , russia came to aid the greeks ( defined by their orthodox religion rather than by historical geographical boundaries ) , declaring war on the ottoman empire and occupying several aegean islands until 1774 .

reference_raw: In 1770, Russia came to help the Greeks (defined by their Orthodox religion rather than historical geographical boundaries), declared war on the Ottoman Empire and occupied several Aegean islands until 1774.

reference_spacy_tokens: In 1770 , Russia came to help the Greeks ( defined by their Orthodox religion rather than historical geographical boundaries ) , declared war on the Ottoman Empire and occupied several Aegean islands until 1774 .


fn_spacy_tokens_for_baseline: The security team should : A : Publish a periodic bulletin and distribute to all residents , advising them how to safely store gaz and logs B : Keep the firefighters alert at all times C : Report any thing that might be a fire hazard D : Warn against the safety of children 's toys E : Urge everyone to take precautions and guard their homes tightly

source_bert_toks: the security team should : a : publish a periodic bulletin and distribute to all residents , advising them how to safely store ga ##z and logs b : keep the firefighters alert at all times c : report any thing that might be a fire hazard d : warn against the safety of children ' s toys e : urge everyone to take precautions and guard their homes tightly

reference_raw: The security team should: A: publish a regular bulletin and disseminate it to all residents, advise them on the safe storage of gaz and logs B: Keep firefighters at all times C: report anything that could be a fire hazard D: Warn against the safety of children's toys E: Urge everyone to take precautions and guard their homes carefully.

reference_spacy_tokens: The security team should : A : publish a regular bulletin and disseminate it to all residents , advise them on the safe storage of gaz and logs B : Keep firefighters at all times C : report anything that could be a fire hazard D : Warn against the safety of children 's toys E : Urge everyone to take precautions and guard their homes carefully .


fn_spacy_tokens_for_baseline: The bottom 's all stuck !

source_bert_toks: the bottom ' s all stuck !

reference_raw: The bottom is jammed!

reference_spacy_tokens: The bottom is jammed !


fn_spacy_tokens_for_baseline: He found ' a Shiella ' and with her ' bounded over heath and rock , over hill and vale , barely conscious of the sloughs when marshy ground met us . '

source_bert_toks: he found ' a shi ##ella ' and with her ' bounded over heath and rock , over hill and vale , barely conscious of the sl ##ough ##s when marsh ##y ground met us . '

reference_raw: He found 'Shiella' and, with it, 'bound over heath and rock, over hills and valleys, barely aware of the slows when the swamplands met us.'

reference_spacy_tokens: He found ' Shiella ' and , with it , ' bound over heath and rock , over hills and valleys , barely aware of the slows when the swamplands met us . '


fn_spacy_tokens_for_baseline: A large hand smacked into his mouth and although he bit at it the thumb was forced like a gag between his teeth .

source_bert_toks: a large hand smacked into his mouth and although he bit at it the thumb was forced like a gag between his teeth .

reference_raw: A large hand slammed into his mouth, and though he bit it, his thumb was forced between his teeth like a gag.

reference_spacy_tokens: A large hand slammed into his mouth , and though he bit it , his thumb was forced between his teeth like a gag .


fn_spacy_tokens_for_baseline: Iran has several advanced research institutions employing various chemicals for a variety of reasons , including pesticide production , pharmaceutical research , and other medical studies .

source_bert_toks: iran has several advanced research institutions employing various chemicals for a variety of reasons , including pest ##icide production , pharmaceutical research , and other medical studies .

reference_raw: Iran has a number of advanced research institutes that employ different chemicals for various reasons, including the manufacture of pesticides, pharmaceutical research and other medical research.

reference_spacy_tokens: Iran has a number of advanced research institutes that employ different chemicals for various reasons , including the manufacture of pesticides , pharmaceutical research and other medical research .


fn_spacy_tokens_for_baseline: Thus , a cell resulting from the fusion of cells R and M is referred to as cell R + M. The advantage of this relatively simple system of nomenclature is evident in the so - called discal cell , a term used in at least four separate orders of insects with reference to a different cell in each case .

source_bert_toks: thus , a cell resulting from the fusion of cells r and m is referred to as cell r + m . the advantage of this relatively simple system of nomenclature is evident in the so - called disc ##al cell , a term used in at least four separate orders of insects with reference to a different cell in each case .

reference_raw: Thus, cells resulting from the fusion of cells R and M are referred to as cells R + M. The advantage of this relatively simple classification system is evident in the so-called discal cell, a term used in at least four different insect sequences with reference to another cell in each case.

reference_spacy_tokens: Thus , cells resulting from the fusion of cells R and M are referred to as cells R + M. The advantage of this relatively simple classification system is evident in the so - called discal cell , a term used in at least four different insect sequences with reference to another cell in each case .


fn_spacy_tokens_for_baseline: A serving wench brought us flagons of watered beer .

source_bert_toks: a serving wen ##ch brought us flag ##ons of watered beer .

reference_raw: The serving wench brought us a bottle of watered beer.

reference_spacy_tokens: The serving wench brought us a bottle of watered beer .


fn_spacy_tokens_for_baseline: The IED destroyed the Humvee the soldiers were riding in , an Iraqi Information Ministry official said .

source_bert_toks: the ie ##d destroyed the hum ##ve ##e the soldiers were riding in , an iraqi information ministry official said .

reference_raw: The I.E.D. destroyed the Humvee in which the soldiers rode, said an Iraqi Ministry of Information.

reference_spacy_tokens: The I.E.D. destroyed the Humvee in which the soldiers rode , said an Iraqi Ministry of Information .


fn_spacy_tokens_for_baseline: stooping , perhaps , to re - tie a shoelace ,

source_bert_toks: st ##ooping , perhaps , to re - tie a shoe ##lace ,

reference_raw: bending, perhaps, to retie the lace,

reference_spacy_tokens: bending , perhaps , to retie the lace ,


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

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

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

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


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

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

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

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


fn_spacy_tokens_for_baseline: As his depleted army made its way home it was harried by Dwarfs and Men , and even attacked by Orc tribes that had once fought as part of the Waaagh .

source_bert_toks: as his depleted army made its way home it was ha ##rrie ##d by dwarfs and men , and even attacked by or ##c tribes that had once fought as part of the wa ##aa ##gh .

reference_raw: When his exhausted army made its way home, the dwarves and the humans harried him, and even attacked the Orc tribes who had once fought as part of the Waaagh.

reference_spacy_tokens: When his exhausted army made its way home , the dwarves and the humans harried him , and even attacked the Orc tribes who had once fought as part of the Waaagh .


fn_spacy_tokens_for_baseline: What is peculiar , even unique compared with other departments of government , is a special brand of stuffiness .

source_bert_toks: what is peculiar , even unique compared with other departments of government , is a special brand of stuff ##iness .

reference_raw: What's strange, even unique, compared to the rest of the government, is a special sign of stuffiness.

reference_spacy_tokens: What 's strange , even unique , compared to the rest of the government , is a special sign of stuffiness .


fn_spacy_tokens_for_baseline: When I did emerge to eat , he remarked gloomily that he 'd managed to stick them to the bottom of the pan .

source_bert_toks: when i did emerge to eat , he remarked gloom ##ily that he ' d managed to stick them to the bottom of the pan .

reference_raw: When I came out to eat, he remarked grimly that he had managed to stick it to the base of the pelvis.

reference_spacy_tokens: When I came out to eat , he remarked grimly that he had managed to stick it to the base of the pelvis .


fn_spacy_tokens_for_baseline: ' The pressure only comes off and then to a degree , not totally when you qualify for the World Cup , ' he said as the squad transferred to Detroit .

source_bert_toks: ' the pressure only comes off and then to a degree , not totally when you qualify for the world cup , ' he said as the squad transferred to detroit .

reference_raw: 'Pressure only comes off, and then to a certain extent, not entirely if you qualify for the World Cup,' he said as the squad moved to Detroit.

reference_spacy_tokens: ' Pressure only comes off , and then to a certain extent , not entirely if you qualify for the World Cup , ' he said as the squad moved to Detroit .


fn_spacy_tokens_for_baseline: They 'll call up his friends and breathe down the line .

source_bert_toks: they ' ll call up his friends and breathe down the line .

reference_raw: They'll summon his friends, and they'll be breathing down the line.

reference_spacy_tokens: They 'll summon his friends , and they 'll be breathing down the line .


fn_spacy_tokens_for_baseline: Everything came at you like a meteor , blasting out sound and colour and light .

source_bert_toks: everything came at you like a meteor , blasting out sound and colour and light .

reference_raw: Everything hit you like a meteor, exploding sound and color and light.

reference_spacy_tokens: Everything hit you like a meteor , exploding sound and color and light .


fn_spacy_tokens_for_baseline: The tension mounted as the fly buzzed around the room giving the audience , every now and again , a fleeting glimpse of the girl .

source_bert_toks: the tension mounted as the fly buzzed around the room giving the audience , every now and again , a fleeting glimpse of the girl .

reference_raw: The tension increased as the fly hummed around the room, giving the audience a glimpse of the girl from time to time.

reference_spacy_tokens: The tension increased as the fly hummed around the room , giving the audience a glimpse of the girl from time to time .


fn_spacy_tokens_for_baseline: But once we entered Detroit , the truth hit fast : this is a modern American ghost town .

source_bert_toks: but once we entered detroit , the truth hit fast : this is a modern american ghost town .

reference_raw: But when we got to Detroit, the truth came fast: it's a modern American ghost town.

reference_spacy_tokens: But when we got to Detroit , the truth came fast : it 's a modern American ghost town .


fn_spacy_tokens_for_baseline: Cars speed up and down the twisty road at all hours and residents and visitors frequently park vehicles on the road restricting access .

source_bert_toks: cars speed up and down the twist ##y road at all hours and residents and visitors frequently park vehicles on the road restricting access .

reference_raw: Cars speed up and down the twisting road at all hours, and residents and visitors often park vehicles on the road that restrict access.

reference_spacy_tokens: Cars speed up and down the twisting road at all hours , and residents and visitors often park vehicles on the road that restrict access .


fn_spacy_tokens_for_baseline: Blazer 's forelegs cut through the air almost with grace as if he were swimming .

source_bert_toks: blaze ##r ' s fore ##leg ##s cut through the air almost with grace as if he were swimming .

reference_raw: Blazer's forelegs sliced through the air almost gracefully, as if he were swimming.

reference_spacy_tokens: Blazer 's forelegs sliced through the air almost gracefully , as if he were swimming .


fn_spacy_tokens_for_baseline: I once watched a lioness hunting a zebra .

source_bert_toks: i once watched a lion ##ess hunting a zebra .

reference_raw: I once saw a lioness chasing a zebra.

reference_spacy_tokens: I once saw a lioness chasing a zebra .


fn_spacy_tokens_for_baseline: We can abuse or be abused by anyone .

source_bert_toks: we can abuse or be abused by anyone .

reference_raw: We can exploit or be exploited by anyone.

reference_spacy_tokens: We can exploit or be exploited by anyone .


fn_spacy_tokens_for_baseline: It is considered , too , that at 50 dB(A ) , pain perception is enhanced .

source_bert_toks: it is considered , too , that at 50 db ( a ) , pain perception is enhanced .

reference_raw: It is also considered that the sensation of pain is increased at 50 dB(A).

reference_spacy_tokens: It is also considered that the sensation of pain is increased at 50 dB(A ) .


fn_spacy_tokens_for_baseline: Shadow , alias Jefferson King , from ITV 's Gladiators , is one tough dude , whether he 's firing tennis balls or hitting someone with what looks like a giant cotton bud , he 's mean .

source_bert_toks: shadow , alias jefferson king , from itv ' s glad ##ia ##tors , is one tough dude , whether he ' s firing tennis balls or hitting someone with what looks like a giant cotton bud , he ' s mean .

reference_raw: Shadow, known as Jefferson King, from the Gladiators of ITV, is one tough guy, whether he shoots tennis balls or hits someone with something that looks like a giant cotton bud.

reference_spacy_tokens: Shadow , known as Jefferson King , from the Gladiators of ITV , is one tough guy , whether he shoots tennis balls or hits someone with something that looks like a giant cotton bud .


fn_spacy_tokens_for_baseline: However , if the adventurers make a thorough search here , they have a 50 % chance each for turning up a sealed vial with 2D4 + 1 doses of Trollbane , and another with D4 + 1 doses of Graveroot .

source_bert_toks: however , if the adventurer ##s make a thorough search here , they have a 50 % chance each for turning up a sealed vial with 2d ##4 + 1 doses of troll ##bane , and another with d ##4 + 1 doses of grave ##ro ##ot .

reference_raw: But if adventurers do a thorough search here, they have a 50% chance of turning up a sealed bottle with a 2D4+1 dose of Trollbane and a second one with a D4+1 dose of Graveroot.

reference_spacy_tokens: But if adventurers do a thorough search here , they have a 50 % chance of turning up a sealed bottle with a 2D4 + 1 dose of Trollbane and a second one with a D4 + 1 dose of Graveroot .


fn_spacy_tokens_for_baseline: Hazel nudged the Doctor .

source_bert_toks: hazel nudged the doctor .

reference_raw: Hazel pushed the Doctor.

reference_spacy_tokens: Hazel pushed the Doctor .


fn_spacy_tokens_for_baseline: Arbuckle directed a few comedy shorts as William Goodrich , was booed when he toured the backwoods in second - rate farces , and began to drink heavily .

source_bert_toks: ar ##buck ##le directed a few comedy shorts as william good ##rich , was boo ##ed when he toured the back ##woods in second - rate far ##ces , and began to drink heavily .

reference_raw: Arbuckle ran a couple of comedy shorts like William Goodrich, got drunk as he toured the woods on second-rate farces, and started drinking heavily.

reference_spacy_tokens: Arbuckle ran a couple of comedy shorts like William Goodrich , got drunk as he toured the woods on second - rate farces , and started drinking heavily .


fn_spacy_tokens_for_baseline: Two particular characteristics of regional building style were the tall towers -- either for churches or civic buildings -- and the development of the rib vault which , in Italy , was unusual .

source_bert_toks: two particular characteristics of regional building style were the tall towers - - either for churches or civic buildings - - and the development of the rib vault which , in italy , was unusual .

reference_raw: The two specific features of the regional building style were high towers, either for churches or civil buildings, and the development of a rib vault, which was unusual in Italy.

reference_spacy_tokens: The two specific features of the regional building style were high towers , either for churches or civil buildings , and the development of a rib vault , which was unusual in Italy .


fn_spacy_tokens_for_baseline: All of this is totally incomprehensible to the woman , who wants unification as soon as possible .

source_bert_toks: all of this is totally inc ##omp ##re ##hen ##sible to the woman , who wants unification as soon as possible .

reference_raw: All this is completely unintelligible to a woman who wants to be united as soon as possible.

reference_spacy_tokens: All this is completely unintelligible to a woman who wants to be united as soon as possible .


fn_spacy_tokens_for_baseline: ' Anybody who would hire a waitress without an ounce of experience must be something of a saint , ' Charity agreed .

source_bert_toks: ' anybody who would hire a waitress without an ounce of experience must be something of a saint , ' charity agreed .

reference_raw: 'Anyone who hires a waitress with no experience has to be a saint,' Charity agreed.

reference_spacy_tokens: ' Anyone who hires a waitress with no experience has to be a saint , ' Charity agreed .


fn_spacy_tokens_for_baseline: Maria ground her teeth silently and fought for composure .

source_bert_toks: maria ground her teeth silently and fought for composure .

reference_raw: Maria gritted her teeth in silence, struggling to calm herself.

reference_spacy_tokens: Maria gritted her teeth in silence , struggling to calm herself .


fn_spacy_tokens_for_baseline: He 'd retired from caddying at Birkdale when he was eighty - nine -- they could n't persuade him to wind down .

source_bert_toks: he ' d retired from cad ##dy ##ing at bi ##rk ##dale when he was eighty - nine - - they couldn ' t persuade him to wind down .

reference_raw: When he was eighty-nine, he had quit caddying in Birkdale - he could not be persuaded to quit.

reference_spacy_tokens: When he was eighty - nine , he had quit caddying in Birkdale - he could not be persuaded to quit .


fn_spacy_tokens_for_baseline: Systemic blood was centrifuged for 10 minutes at 4 ° C and 460 g and plasma aliquoted using sterile individually wrapped transfer pipettes into sterile cryotubes ( three per blood sample ) ( Nunc 363401 , Intermed , Denmark ) .

source_bert_toks: systemic blood was cent ##ri ##fu ##ged for 10 minutes at 4 ##° ##c and 460 g and plasma ali ##qu ##oted using sterile individually wrapped transfer pipe ##ttes into sterile cry ##ot ##ub ##es ( three per blood sample ) ( nun ##c 36 ##34 ##01 , inter ##med , denmark ) .

reference_raw: Systemic blood has been centrifuged for 10 minutes at 4°C and 460 g and plasma aliquoted using sterile individually wrapped transfer pipes to sterile cryotubes (three per blood sample) (NUC 363401, Intermed, Denmark).

reference_spacy_tokens: Systemic blood has been centrifuged for 10 minutes at 4 ° C and 460 g and plasma aliquoted using sterile individually wrapped transfer pipes to sterile cryotubes ( three per blood sample ) ( NUC 363401 , Intermed , Denmark ) .


fn_spacy_tokens_for_baseline: When I took it off afterwards , my hair was a mess , so I put on a turban or tied in back with a band , which is what I do every day .

source_bert_toks: when i took it off afterwards , my hair was a mess , so i put on a tu ##rba ##n or tied in back with a band , which is what i do every day .

reference_raw: And then when I took it off, my hair was a mess, so I put on a turban, or I tied up behind a band, which I do every day.

reference_spacy_tokens: And then when I took it off , my hair was a mess , so I put on a turban , or I tied up behind a band , which I do every day .


fn_spacy_tokens_for_baseline: Although the islands saw little action , as the war went on they could see that Athens was slowly losing its power .

source_bert_toks: although the islands saw little action , as the war went on they could see that athens was slowly losing its power .

reference_raw: Though the islands saw little action, as the war continued, they saw that Athens was slowly losing power.

reference_spacy_tokens: Though the islands saw little action , as the war continued , they saw that Athens was slowly losing power .


fn_spacy_tokens_for_baseline: The Association 's Honorary Welfare Officers disbursed some £ 1.8 m in 1990 on behalf of the Fund .

source_bert_toks: the association ' s honorary welfare officers di ##sb ##urse ##d some £1 . 8 ##m in 1990 on behalf of the fund .

reference_raw: In 1990, the Honorary Welfare Officers of the Association paid some £1.8 million to the Fund.

reference_spacy_tokens: In 1990 , the Honorary Welfare Officers of the Association paid some £ 1.8 million to the Fund .


fn_spacy_tokens_for_baseline: Flushing from her toes to the roots of her hair , Polly drained the last of her coffee , the mug clattering against her teeth .

source_bert_toks: flushing from her toes to the roots of her hair , polly drained the last of her coffee , the mug cl ##atter ##ing against her teeth .

reference_raw: Polly flushed her fingers to the roots of her hair, drank the last of her coffee, and the cup clattered against her teeth.

reference_spacy_tokens: Polly flushed her fingers to the roots of her hair , drank the last of her coffee , and the cup clattered against her teeth .


fn_spacy_tokens_for_baseline: ' Hammond , the felonious chaplain .

source_bert_toks: ' hammond , the fe ##lon ##ious chaplain .

reference_raw: Hammond, the criminal chaplain.

reference_spacy_tokens: Hammond , the criminal chaplain .


fn_spacy_tokens_for_baseline: I was very talkative before marriage but after marriage I do n't know what happened to me .

source_bert_toks: i was very talk ##ative before marriage but after marriage i don ' t know what happened to me .

reference_raw: Before we got married, I was very chatty, but after we got married, I don't know what happened to me.

reference_spacy_tokens: Before we got married , I was very chatty , but after we got married , I do n't know what happened to me .


fn_spacy_tokens_for_baseline: Blend the cocoa with 2 tablespoons of the milk until creamy .

source_bert_toks: blend the cocoa with 2 tables ##poo ##ns of the milk until creamy .

reference_raw: Bend cocoa with two spoons of milk to cream.

reference_spacy_tokens: Bend cocoa with two spoons of milk to cream .


fn_spacy_tokens_for_baseline: On Dec. 15 a bus was blown up by dynamite in Lima , killing three naval employees and wounding 15 other people .

source_bert_toks: on dec . 15 a bus was blown up by dynamite in lima , killing three naval employees and wounding 15 other people .

reference_raw: On December 15, a dynamite bus exploded in Lima, killing three naval personnel and wounding 15 other people.

reference_spacy_tokens: On December 15 , a dynamite bus exploded in Lima , killing three naval personnel and wounding 15 other people .


fn_spacy_tokens_for_baseline: Greece insists that the creation of a new state by that name would imperil the safety of its own northern province of Macedonia .

source_bert_toks: greece insists that the creation of a new state by that name would imp ##eri ##l the safety of its own northern province of macedonia .

reference_raw: Greece insists that the creation of a new State under this name would endanger the security of its northern province of Macedonia.

reference_spacy_tokens: Greece insists that the creation of a new State under this name would endanger the security of its northern province of Macedonia .