fn_spacy_tokens_for_baseline: ' As far as I could gather , what he was saying was some nonsense about the Easter Fete .

source_bert_toks: ' as far as i could gather , what he was saying was some nonsense about the easter fe ##te .

reference_raw: 'As far as I can tell, what he said was nonsense about the Easter Fate.

reference_spacy_tokens: ' As far as I can tell , what he said was nonsense about the Easter Fate .


fn_spacy_tokens_for_baseline: Biggest trouble was scared family who could n't get a phone line through , and spent a really horrible hour not knowing .

source_bert_toks: biggest trouble was scared family who couldn ' t get a phone line through , and spent a really horrible hour not knowing .

reference_raw: The biggest problem was the scared family that couldn't get through the phone line, and they spent a really bad hour not knowing.

reference_spacy_tokens: The biggest problem was the scared family that could n't get through the phone line , and they spent a really bad hour not knowing .


fn_spacy_tokens_for_baseline: Within the first three minutes both men were sweating profusely , and no blood was spilled .

source_bert_toks: within the first three minutes both men were sweating prof ##use ##ly , and no blood was spilled .

reference_raw: In the first three minutes, the two men were perspiring, and no blood had been spilled.

reference_spacy_tokens: In the first three minutes , the two men were perspiring , and no blood had been spilled .


fn_spacy_tokens_for_baseline: An active suspension system is designed to keep the McLaren glued to the track by reading the bumps ahead and a radio link enables engineers to tweak the car 's operating systems during the race .

source_bert_toks: an active suspension system is designed to keep the mclaren glued to the track by reading the bumps ahead and a radio link enables engineers to t ##we ##ak the car ' s operating systems during the race .

reference_raw: The active suspension system is designed to keep the McLaren glued to the track by reading the bumps in front of it, and the radio link allows engineers to adjust the vehicle's operating systems during the race.

reference_spacy_tokens: The active suspension system is designed to keep the McLaren glued to the track by reading the bumps in front of it , and the radio link allows engineers to adjust the vehicle 's operating systems during the race .


fn_spacy_tokens_for_baseline: He received the award during a gala dinner in Buenos Aires held to celebrate the 100th anniversary of the Argentine Football Association .

source_bert_toks: he received the award during a gala dinner in buenos aires held to celebrate the 100th anniversary of the argentine football association .

reference_raw: He got an award at a gala lunch in Buenos Aires to celebrate the 100th anniversary of the Argentine Football Association.

reference_spacy_tokens: He got an award at a gala lunch in Buenos Aires to celebrate the 100th anniversary of the Argentine Football Association .


fn_spacy_tokens_for_baseline: Lorimer had thrown a dark coat , belonging to Jobbernole , over his splendid indoor clothes in order to affect a certain measure of disguise .

source_bert_toks: lori ##mer had thrown a dark coat , belonging to job ##ber ##no ##le , over his splendid indoor clothes in order to affect a certain measure of disguise .

reference_raw: Lorimer threw a dark coat that belonged to Jobbernole over his beautiful inner clothing to influence some degree of disguise.

reference_spacy_tokens: Lorimer threw a dark coat that belonged to Jobbernole over his beautiful inner clothing to influence some degree of disguise .


fn_spacy_tokens_for_baseline: BioPort Corp. of Lansing , Michigan is the sole U.S. manufacturer of an anthrax vaccine .

source_bert_toks: bio ##port corp . of lansing , michigan is the sole u . s . manufacturer of an ant ##hra ##x vaccine .

reference_raw: BioPort Corp. of Lansing, Michigan is the only producer of anthrax vaccine in the United States.

reference_spacy_tokens: BioPort Corp. of Lansing , Michigan is the only producer of anthrax vaccine in the United States .


fn_spacy_tokens_for_baseline: The Washington Post reported that Robert Einhorn told members of Congress that China had cancelled the proposed sale of a uranium conversion facility to Iran .

source_bert_toks: the washington post reported that robert ein ##horn told members of congress that china had cancelled the proposed sale of a uranium conversion facility to iran .

reference_raw: The Washington Post reported that Robert Einhorn had informed the members of Congress that China had cancelled the proposed sale of the uranium transfer facility to Iran.

reference_spacy_tokens: The Washington Post reported that Robert Einhorn had informed the members of Congress that China had cancelled the proposed sale of the uranium transfer facility to Iran .


fn_spacy_tokens_for_baseline: Morrell also said that as more Afghan Taliban leaders are ' picked up , taken out , killed , arrested -- whatever it may be , ' the security situation would improve .

source_bert_toks: mor ##rell also said that as more afghan taliban leaders are ' picked up , taken out , killed , arrested - - whatever it may be , ' the security situation would improve .

reference_raw: Morrell also said that as more Afghan Taliban leaders don't get picked up, removed, killed, arrested-whatever it is, the security situation will improve.

reference_spacy_tokens: Morrell also said that as more Afghan Taliban leaders do n't get picked up , removed , killed , arrested - whatever it is , the security situation will improve .


fn_spacy_tokens_for_baseline: We stapled a piece of blue baize around the door and , hey presto , there was a neat little portable platform which we could produce when the time came , looking incredibly efficient .

source_bert_toks: we staple ##d a piece of blue bai ##ze around the door and , hey pre ##sto , there was a neat little portable platform which we could produce when the time came , looking incredibly efficient .

reference_raw: We put a piece of blue baize around the door, and, hey, Presto, there was a neat little portable platform that we could make when the time came, and it looked incredibly efficient.

reference_spacy_tokens: We put a piece of blue baize around the door , and , hey , Presto , there was a neat little portable platform that we could make when the time came , and it looked incredibly efficient .


fn_spacy_tokens_for_baseline: When we were naughty he 'd give Fred the strap but he 'd sit me on the mantelpiece to make me mind my manners .

source_bert_toks: when we were naughty he ' d give fred the strap but he ' d sit me on the man ##tel ##piece to make me mind my manners .

reference_raw: When we were bad, he gave Fred a strap, but he put me on a mantelpiece so I wouldn't mind my manners.

reference_spacy_tokens: When we were bad , he gave Fred a strap , but he put me on a mantelpiece so I would n't mind my manners .


fn_spacy_tokens_for_baseline: 3 ) Republican congressional representatives , because of their belief in a minimalist state , are less willing to engage in local benefit - seeking than are Democratic members of Congress .

source_bert_toks: 3 ) republican congressional representatives , because of their belief in a minimal ##ist state , are less willing to engage in local benefit - seeking than are democratic members of congress .

reference_raw: (3) Representatives of the Republican Congress, because they believe in a minimalist state, are less willing to pursue local benefits than Democratic members of Congress.

reference_spacy_tokens: ( 3 ) Representatives of the Republican Congress , because they believe in a minimalist state , are less willing to pursue local benefits than Democratic members of Congress .


fn_spacy_tokens_for_baseline: It is not certain whether or not the discontinuation of the Concentrated Reinforcement Programme has heralded the end of BRAC 's collaboration with the village practitioners .

source_bert_toks: it is not certain whether or not the disco ##nti ##nu ##ation of the concentrated reinforcement programme has herald ##ed the end of bra ##c ' s collaboration with the village practitioners .

reference_raw: It is uncertain whether the termination of the Concentrated Reinforcement Programme has contributed to the end of BRAC's cooperation with local practitioners.

reference_spacy_tokens: It is uncertain whether the termination of the Concentrated Reinforcement Programme has contributed to the end of BRAC 's cooperation with local practitioners .


fn_spacy_tokens_for_baseline: ' The club has aspirations to achieve national league status for the town within the next three to five years .

source_bert_toks: ' the club has aspirations to achieve national league status for the town within the next three to five years .

reference_raw: The club's ambition is to achieve state-of-the-art status for the city in the next three to five years.

reference_spacy_tokens: The club 's ambition is to achieve state - of - the - art status for the city in the next three to five years .


fn_spacy_tokens_for_baseline: In yesterday 's opening ceremony they wore one of the most striking two - piece outfits which put them in the running for the ' elegance ' award for the best dressed team .

source_bert_toks: in yesterday ' s opening ceremony they wore one of the most striking two - piece outfits which put them in the running for the ' elegance ' award for the best dressed team .

reference_raw: At the opening ceremony last night, they were wearing one of the most striking two-piece suits that put them on the run for the "elegance" award for the best-dressed team.

reference_spacy_tokens: At the opening ceremony last night , they were wearing one of the most striking two - piece suits that put them on the run for the " elegance " award for the best - dressed team .


fn_spacy_tokens_for_baseline: Bill was completely subversive and that , I suppose , is why he liked climbing and why he endeared himself to climbers .

source_bert_toks: bill was completely sub ##vers ##ive and that , i suppose , is why he liked climbing and why he end ##ear ##ed himself to climb ##ers .

reference_raw: Bill was totally subversive, and I think that's why he likes to climb, and why he's devoted himself to the climbers.

reference_spacy_tokens: Bill was totally subversive , and I think that 's why he likes to climb , and why he 's devoted himself to the climbers .


fn_spacy_tokens_for_baseline: Although a standardized set of rules has been formulated by WUKO , karate associations in countries outside their jurisdiction do not have to abide by them .

source_bert_toks: although a standardized set of rules has been formulated by wu ##ko , karate associations in countries outside their jurisdiction do not have to ab ##ide by them .

reference_raw: Although WUKO has developed a standardised set of rules, karate associations in countries outside their jurisdiction need not comply with them.

reference_spacy_tokens: Although WUKO has developed a standardised set of rules , karate associations in countries outside their jurisdiction need not comply with them .


fn_spacy_tokens_for_baseline: In the end the one certainty is that the fox hunting debate will be aired in the council chamber again before very long

source_bert_toks: in the end the one certainty is that the fox hunting debate will be aired in the council chamber again before very long

reference_raw: Ultimately, the only certainty is that the discussion of fox-hunting will soon be aired again in the council chamber.

reference_spacy_tokens: Ultimately , the only certainty is that the discussion of fox - hunting will soon be aired again in the council chamber .


fn_spacy_tokens_for_baseline: Susan was sleepy .

source_bert_toks: susan was sleepy .

reference_raw: Susan was drowsy.

reference_spacy_tokens: Susan was drowsy .


fn_spacy_tokens_for_baseline: She was childishly round , of face , eye , mouth , cheek ; and of figure , plump and short .

source_bert_toks: she was childish ##ly round , of face , eye , mouth , cheek ; and of figure , plump and short .

reference_raw: She was childishly circular, with a face, an eye, a mouth, a face, and a figure, plump and short.

reference_spacy_tokens: She was childishly circular , with a face , an eye , a mouth , a face , and a figure , plump and short .


fn_spacy_tokens_for_baseline: One sherpa , Tensing Norgay , accompanied Sir Edmund Hillary and became one the first men to climb Mount Everest .

source_bert_toks: one she ##rp ##a , tens ##ing nor ##ga ##y , accompanied sir edmund hillary and became one the first men to climb mount everest .

reference_raw: One of the sherpas, Tensing Norgay, escorted Sir Edmund Hillary and became one of the first men to climb Mount Everest.

reference_spacy_tokens: One of the sherpas , Tensing Norgay , escorted Sir Edmund Hillary and became one of the first men to climb Mount Everest .


fn_spacy_tokens_for_baseline: She ventured upon deck the first morning , and was approached by not one but three potential beaux , each with his hair curled and exuding a powerful odour of bergamot .

source_bert_toks: she ventured upon deck the first morning , and was approached by not one but three potential beaux , each with his hair curled and ex ##uding a powerful o ##dou ##r of berg ##amo ##t .

reference_raw: The first morning she ventured aboard and was approached by not one but three potential beaux, each with a curly hair and a strong smell of bergamot.

reference_spacy_tokens: The first morning she ventured aboard and was approached by not one but three potential beaux , each with a curly hair and a strong smell of bergamot .


fn_spacy_tokens_for_baseline: When they turned off the main road Uncle George had to drive at little more than walking pace , for he could n't see where the lane ended and the ditches at the sides began , for snow cloaked everything .

source_bert_toks: when they turned off the main road uncle george had to drive at little more than walking pace , for he couldn ' t see where the lane ended and the ditch ##es at the sides began , for snow cloak ##ed everything .

reference_raw: When they turned off the main road, Uncle George had to go at little more than a walking pace, for he could not see where the lane ended and the trenches on the sides began, for the snow covered everything.

reference_spacy_tokens: When they turned off the main road , Uncle George had to go at little more than a walking pace , for he could not see where the lane ended and the trenches on the sides began , for the snow covered everything .


fn_spacy_tokens_for_baseline: Joe failed to respond this time .

source_bert_toks: joe failed to respond this time .

reference_raw: This time Joe didn't answer.

reference_spacy_tokens: This time Joe did n't answer .


fn_spacy_tokens_for_baseline: Relief workers reported in early August that since the beginning of the year thousands of Ethiopians had died in the Ogaden region and in the refugee camps of Gode , Kelafo and Dolo in the south - east .

source_bert_toks: relief workers reported in early august that since the beginning of the year thousands of ethiopian ##s had died in the og ##ade ##n region and in the refugee camps of god ##e , ke ##la ##fo and do ##lo in the south - east .

reference_raw: In early August, relief workers reported that since the beginning of the year thousands of Ethiopians had died in the Ogaden region and in the refugee encampments of God, Kelafo and Dolo in the southeast.

reference_spacy_tokens: In early August , relief workers reported that since the beginning of the year thousands of Ethiopians had died in the Ogaden region and in the refugee encampments of God , Kelafo and Dolo in the southeast .


fn_spacy_tokens_for_baseline: Additionally , Las Vegas had been made a part of Nevada 's new Clark County in 1909 , a year when the legislature also outlawed gambling .

source_bert_toks: additionally , las vegas had been made a part of nevada ' s new clark county in 1909 , a year when the legislature also outlawed gambling .

reference_raw: In addition, Las Vegas became part of the new Clark County of Nevada in 1909, a year when the legislator also banned gambling.

reference_spacy_tokens: In addition , Las Vegas became part of the new Clark County of Nevada in 1909 , a year when the legislator also banned gambling .


fn_spacy_tokens_for_baseline: For the rest of the time , to move from one shelter to another -- a distance of about twenty yards -- ; required considerable courage .

source_bert_toks: for the rest of the time , to move from one shelter to another - - a distance of about twenty yards - - ; required considerable courage .

reference_raw: For the rest of the time, it took a lot of courage to move from one hiding place to another-a distance of about twenty yards.

reference_spacy_tokens: For the rest of the time , it took a lot of courage to move from one hiding place to another - a distance of about twenty yards .


fn_spacy_tokens_for_baseline: He was the son and grandson of Scottish schoolmasters .

source_bert_toks: he was the son and grandson of scottish school ##masters .

reference_raw: He was the son and grandchildren of the Scottish schoolmasters.

reference_spacy_tokens: He was the son and grandchildren of the Scottish schoolmasters .


fn_spacy_tokens_for_baseline: I barely recognised him .

source_bert_toks: i barely recognised him .

reference_raw: I didn't recognize him.

reference_spacy_tokens: I did n't recognize him .


fn_spacy_tokens_for_baseline: This plant probably was designed to replace aging plants in Volgograd and Novocheboksarsk ( Russia ) for the production of the binary agent " novichok . "

source_bert_toks: this plant probably was designed to replace aging plants in vol ##go ##grad and novo ##che ##bo ##ks ##ars ##k ( russia ) for the production of the binary agent " novi ##cho ##k . "

reference_raw: It is likely that the plant was designed to replace the aging plants in Volgograd and Novocheboksarsk (Russia) to produce the binary agent "Novichok ."

reference_spacy_tokens: It is likely that the plant was designed to replace the aging plants in Volgograd and Novocheboksarsk ( Russia ) to produce the binary agent " Novichok . "


fn_spacy_tokens_for_baseline: Next to the museum , behind a gate ( opened to anyone who knocks ) , is the Old Protestant Cemetery .

source_bert_toks: next to the museum , behind a gate ( opened to anyone who knocks ) , is the old protestant cemetery .

reference_raw: Beyond the museum, behind the gate (open to anyone who knocks) is the Old Protestant Cemetery.

reference_spacy_tokens: Beyond the museum , behind the gate ( open to anyone who knocks ) is the Old Protestant Cemetery .


fn_spacy_tokens_for_baseline: I was embarrassed by my exclamation ; it sounded like a yelp of boyish enthusiasm .

source_bert_toks: i was embarrassed by my ex ##cl ##ama ##tion ; it sounded like a ye ##lp of boy ##ish enthusiasm .

reference_raw: My scream embarrassed me; it sounded like a yelp of boyish enthusiasm.

reference_spacy_tokens: My scream embarrassed me ; it sounded like a yelp of boyish enthusiasm .


fn_spacy_tokens_for_baseline: The chief inspector climbed in over the sill , eased down the window and found herself in the hall .

source_bert_toks: the chief inspector climbed in over the si ##ll , eased down the window and found herself in the hall .

reference_raw: The Chief Inspector stepped over the sill, opened the window, and found himself in the hall.

reference_spacy_tokens: The Chief Inspector stepped over the sill , opened the window , and found himself in the hall .


fn_spacy_tokens_for_baseline: Most prominent amongst these are terms that mock the miller as an impotent and inadequate cuckold .

source_bert_toks: most prominent amongst these are terms that mock the miller as an imp ##ote ##nt and inadequate cu ##cko ##ld .

reference_raw: The most prominent among them are the terms that make the miller look impotent and unsatisfactory.

reference_spacy_tokens: The most prominent among them are the terms that make the miller look impotent and unsatisfactory .


fn_spacy_tokens_for_baseline: She stopped as she saw the look of annoyance on his face .

source_bert_toks: she stopped as she saw the look of annoyance on his face .

reference_raw: She stopped when she saw the look of resentment on his face.

reference_spacy_tokens: She stopped when she saw the look of resentment on his face .


fn_spacy_tokens_for_baseline: As if he was relishing the fact that she was disconcerted , his eyes held a glint of malicious satisfaction .

source_bert_toks: as if he was re ##lish ##ing the fact that she was disco ##nce ##rted , his eyes held a glint of malicious satisfaction .

reference_raw: As if relishing her dismay, there was a glint of malicious satisfaction in his eyes.

reference_spacy_tokens: As if relishing her dismay , there was a glint of malicious satisfaction in his eyes .


fn_spacy_tokens_for_baseline: Only eight of the 28 NATO members , along with several non - NATO countries , participated in the airstrike campaign , though more than a dozen allies have assisted with the naval blockade or took on other noncombat roles .

source_bert_toks: only eight of the 28 nato members , along with several non - nato countries , participated in the airs ##tri ##ke campaign , though more than a dozen allies have assisted with the naval blockade or took on other non ##comb ##at roles .

reference_raw: Only eight of the 28 NATO members, together with a few non-NATO countries, participated in the air strike campaign, although more than a dozen allies helped with the naval blockage or took on other non-combat roles.

reference_spacy_tokens: Only eight of the 28 NATO members , together with a few non - NATO countries , participated in the air strike campaign , although more than a dozen allies helped with the naval blockage or took on other non - combat roles .


fn_spacy_tokens_for_baseline: The memory of the towers ' electro - sticks back at Mars - U made her fingers fumble at the keys .

source_bert_toks: the memory of the towers ' electro - sticks back at mars - u made her fingers fumble at the keys .

reference_raw: The memory of the electrosticks of the towers in Mars-U made her fingers grope at the keys.

reference_spacy_tokens: The memory of the electrosticks of the towers in Mars - U made her fingers grope at the keys .


fn_spacy_tokens_for_baseline: At the time she was lodging with two ladies who had lost their brother in the First World War .

source_bert_toks: at the time she was lodging with two ladies who had lost their brother in the first world war .

reference_raw: She was living with two women who lost their brother during World War I.


fn_spacy_tokens_for_baseline: In spite of opinion polls suggesting public disapproval , the Education Secretary , John Patten , has defended his plans for national school tests .

source_bert_toks: in spite of opinion polls suggesting public disapproval , the education secretary , john pat ##ten , has defended his plans for national school tests .

reference_raw: Despite public opposition polls, the Minister of Education, John Patten, defended his plans for national school trials.

reference_spacy_tokens: Despite public opposition polls , the Minister of Education , John Patten , defended his plans for national school trials .


fn_spacy_tokens_for_baseline: Technical analysis of clandestine programs is based on the widely known physical and engineering aspects of nuclear materials and weapons , which enable estimates of capabilities based on fragmentary and uncertain information , as follows .

source_bert_toks: technical analysis of clandestine programs is based on the widely known physical and engineering aspects of nuclear materials and weapons , which enable estimates of capabilities based on fragment ##ary and uncertain information , as follows .

reference_raw: The technical assessment of classified programmes is based on the well-known physical and technical aspects of nuclear materials and weapons, which allow for the estimation of capabilities based on fragmentary and uncertain information as follows.

reference_spacy_tokens: The technical assessment of classified programmes is based on the well - known physical and technical aspects of nuclear materials and weapons , which allow for the estimation of capabilities based on fragmentary and uncertain information as follows .


fn_spacy_tokens_for_baseline: He had a deep yearning for those long - ago summer holiday afternoons spent on the lawns or down by the lake with the two Debrace children .

source_bert_toks: he had a deep yearning for those long - ago summer holiday afternoons spent on the lawn ##s or down by the lake with the two debra ##ce children .

reference_raw: He longed deeply for those long-ago summer holiday afternoons he had spent on the lawn or at the bottom of the lake with the two Debrace children.

reference_spacy_tokens: He longed deeply for those long - ago summer holiday afternoons he had spent on the lawn or at the bottom of the lake with the two Debrace children .


fn_spacy_tokens_for_baseline: The series of nuclear tests in 1995 - 96 prior to China 's signature of the Comprehensive Test Ban Treaty ( CTBT ) may have resulted in a smaller and lighter warhead design for the new generation of intercontinental ballistic missiles ( ICBMs ) now under development .

source_bert_toks: the series of nuclear tests in 1995 - 96 prior to china ' s signature of the comprehensive test ban treaty ( ct ##bt ) may have resulted in a smaller and lighter war ##head design for the new generation of intercontinental ballistic missiles ( ic ##bm ##s ) now under development .

reference_raw: The series of nuclear tests in 1995 - 96 before China signed the Comprehensive Test Ban Treaty (CTBT) could lead to a smaller and lighter design for the new generation of intercontinental ballistic missiles (ICBMs) currently under development.

reference_spacy_tokens: The series of nuclear tests in 1995 - 96 before China signed the Comprehensive Test Ban Treaty ( CTBT ) could lead to a smaller and lighter design for the new generation of intercontinental ballistic missiles ( ICBMs ) currently under development .


fn_spacy_tokens_for_baseline: Both his hands grabbed at her thick , flowing hair so that she was trapped .

source_bert_toks: both his hands grabbed at her thick , flowing hair so that she was trapped .

reference_raw: He gripped her thick, flowing hair with both hands and trapped her.

reference_spacy_tokens: He gripped her thick , flowing hair with both hands and trapped her .


fn_spacy_tokens_for_baseline: Jane was in a state of high excitement .

source_bert_toks: jane was in a state of high excitement .

reference_raw: Jane was very excited.

reference_spacy_tokens: Jane was very excited .


fn_spacy_tokens_for_baseline: In Western thinking an illness is generated by causes arising from biological or psychological change .

source_bert_toks: in western thinking an illness is generated by causes arising from biological or psychological change .

reference_raw: In Western thinking, disease is caused by the causes of biological or psychological change.

reference_spacy_tokens: In Western thinking , disease is caused by the causes of biological or psychological change .


fn_spacy_tokens_for_baseline: The lands ruled by the Yek were dotted with the traces of a Second Empire civilisation .

source_bert_toks: the lands ruled by the ye ##k were dotted with the traces of a second empire civil ##isation .

reference_raw: The lands ruled by the Yek were stained with traces of the civilization of the Second Reich.

reference_spacy_tokens: The lands ruled by the Yek were stained with traces of the civilization of the Second Reich .


fn_spacy_tokens_for_baseline: Additional expenditure on these businesses to the date of their disposal were not reflected in the Group profit and loss account , but were applied to reduce the carrying value .

source_bert_toks: additional expenditure on these businesses to the date of their disposal were not reflected in the group profit and loss account , but were applied to reduce the carrying value .

reference_raw: The additional costs incurred by these companies up to the date of their disposal were not reflected in the profit and loss account of the group, but were used to reduce the carrying amount.

reference_spacy_tokens: The additional costs incurred by these companies up to the date of their disposal were not reflected in the profit and loss account of the group , but were used to reduce the carrying amount .


fn_spacy_tokens_for_baseline: For Plato perceived God to be immutable , incorporeal , nameless , transcendent beyond all time and space .

source_bert_toks: for plato perceived god to be im ##mut ##able , inc ##or ##pore ##al , name ##less , trans ##cend ##ent beyond all time and space .

reference_raw: To make Plato see that God was immutable, incorporeal, nameless, transcendent beyond all time and space.

reference_spacy_tokens: To make Plato see that God was immutable , incorporeal , nameless , transcendent beyond all time and space .


fn_spacy_tokens_for_baseline: Wexford followed him through the pleached walk and they entered the house by a glazed garden door .

source_bert_toks: wexford followed him through the plea ##ched walk and they entered the house by a glazed garden door .

reference_raw: Wexford followed him through the pleated walk, and they entered the house by the glass door of the garden.

reference_spacy_tokens: Wexford followed him through the pleated walk , and they entered the house by the glass door of the garden .


fn_spacy_tokens_for_baseline: Unlike recent migration laws , this one may put almost as many Bosnians and Balts as Tamils and Kurds on the plane home .

source_bert_toks: unlike recent migration laws , this one may put almost as many bosnian ##s and bal ##ts as tamil ##s and ku ##rds on the plane home .

reference_raw: In contrast to recent immigration laws, this one can get nearly as many Bosnians and Balts as the Tamils and Kurds on the plane home.

reference_spacy_tokens: In contrast to recent immigration laws , this one can get nearly as many Bosnians and Balts as the Tamils and Kurds on the plane home .


fn_spacy_tokens_for_baseline: The knock is soft , little more than a rapid series of taps , like if you beat your fingernails on the table to get attention .

source_bert_toks: the knock is soft , little more than a rapid series of taps , like if you beat your fingernails on the table to get attention .

reference_raw: The knock is soft, little more than a quick series of taps, like hitting your nails on the table to get attention.

reference_spacy_tokens: The knock is soft , little more than a quick series of taps , like hitting your nails on the table to get attention .


fn_spacy_tokens_for_baseline: His penchant for punching people out , his notoriously foul temper , his painful honesty and his excruciatingly rigorous self - criticism combine to make riveting listening .

source_bert_toks: his pen ##chan ##t for punching people out , his notorious ##ly foul temper , his painful honesty and his ex ##cr ##uc ##iating ##ly rigorous self - criticism combine to make ri ##vet ##ing listening .

reference_raw: His affinity for punching people out, his notoriously foul temper, his painful honesty, and his excruciatingly strict self-criticism combine to make him listen.

reference_spacy_tokens: His affinity for punching people out , his notoriously foul temper , his painful honesty , and his excruciatingly strict self - criticism combine to make him listen .


fn_spacy_tokens_for_baseline: Venkitaraman had warned foreign and local commercial banks , in a circular issued on Sept. 10 , that they faced ' severe penal action ' if they flouted RBI regulations .

source_bert_toks: ve ##nk ##ita ##rama ##n had warned foreign and local commercial banks , in a circular issued on sept . 10 , that they faced ' severe penal action ' if they fl ##out ##ed rbi regulations .

reference_raw: In a circular issued on September 10, Venkitaraman warned foreign and local commercial banks that they would be faced with serious criminal proceedings if they were to fly the rules of the RBI.

reference_spacy_tokens: In a circular issued on September 10 , Venkitaraman warned foreign and local commercial banks that they would be faced with serious criminal proceedings if they were to fly the rules of the RBI .


fn_spacy_tokens_for_baseline: Russia joined in the sanctions against Libya on Thursday , with President Dmitry Medvedev signing an order barring military training and arms exports to the country .

source_bert_toks: russia joined in the sanctions against libya on thursday , with president dmitry med ##ved ##ev signing an order barr ##ing military training and arms exports to the country .

reference_raw: On Thursday, Russia joined the sanctions against Libya, and President Dmitri Medvedev signed an order preventing military training and arms exports to the country.

reference_spacy_tokens: On Thursday , Russia joined the sanctions against Libya , and President Dmitri Medvedev signed an order preventing military training and arms exports to the country .


fn_spacy_tokens_for_baseline: These personnel have the potential to bring back a tremendous wealth of technical expertise and experience .

source_bert_toks: these personnel have the potential to bring back a tremendous wealth of technical expertise and experience .

reference_raw: These staff have the potential to bring back a great deal of technical knowledge and experience.

reference_spacy_tokens: These staff have the potential to bring back a great deal of technical knowledge and experience .


fn_spacy_tokens_for_baseline: ' Do n't you think we ought to be toddling off ?

source_bert_toks: ' don ' t you think we ought to be todd ##ling off ?

reference_raw: 'Don't you think we should play?

reference_spacy_tokens: ' Do n't you think we should play ?


fn_spacy_tokens_for_baseline: As his manicured fingers played with the gold medallion around his neck , he looked very , very effeminate .

source_bert_toks: as his mani ##cured fingers played with the gold medallion around his neck , he looked very , very e ##ffe ##minate .

reference_raw: He looked very, very feminine as his manicured fingers played with the gold locket around his neck.

reference_spacy_tokens: He looked very , very feminine as his manicured fingers played with the gold locket around his neck .


fn_spacy_tokens_for_baseline: In 1979 , singer Nancy Wilson hired him to open her nightclub act .

source_bert_toks: in 1979 , singer nancy wilson hired him to open her nightclub act .

reference_raw: In 1979, he was recruited by a singer named Nancy Wilson to open a nightclub act.

reference_spacy_tokens: In 1979 , he was recruited by a singer named Nancy Wilson to open a nightclub act .


fn_spacy_tokens_for_baseline: In the tense climate of postwar eastern Europe , the new powers expediently circumnavigated the full truth of their citizens ' wartime collaboration and atrocities in order to consolidate power as quickly as possible .

source_bert_toks: in the tense climate of postwar eastern europe , the new powers ex ##ped ##ient ##ly ci ##rc ##um ##na ##vi ##gated the full truth of their citizens ' wartime collaboration and atrocities in order to consolidate power as quickly as possible .

reference_raw: In the tense post-war climate of Eastern Europe, the new powers quickly circumnavigated the full truth of their citizens' military cooperation and atrocities in order to consolidate power as quickly as possible.

reference_spacy_tokens: In the tense post - war climate of Eastern Europe , the new powers quickly circumnavigated the full truth of their citizens ' military cooperation and atrocities in order to consolidate power as quickly as possible .


fn_spacy_tokens_for_baseline: The prowl - car boys handed me downstairs and gave me the hands - flat - against - the - roof - of - the - car routine while they frisked me .

source_bert_toks: the pro ##wl - car boys handed me downstairs and gave me the hands - flat - against - the - roof - of - the - car routine while they fr ##isk ##ed me .

reference_raw: The prowl-car boys handed me down and handed me a flat-on-the-roof routine while they fried me.

reference_spacy_tokens: The prowl - car boys handed me down and handed me a flat - on - the - roof routine while they fried me .


fn_spacy_tokens_for_baseline: But try selling that argument to the counties who took on Mike Procter , Malcolm Marshall , Courtney Walsh , Waqar Younis , Allan Donald and a host of others who arrived as untried prospects .

source_bert_toks: but try selling that argument to the counties who took on mike pro ##cter , malcolm marshall , courtney walsh , wa ##qa ##r you ##nis , allan donald and a host of others who arrived as un ##tri ##ed prospects .

reference_raw: But try to sell this argument to the counties that took over Mike Procter, Malcolm Marshall, Courtney Walsh, Waqar Younis, Allan Donald, and a number of others who came in as inexperienced prospects.

reference_spacy_tokens: But try to sell this argument to the counties that took over Mike Procter , Malcolm Marshall , Courtney Walsh , Waqar Younis , Allan Donald , and a number of others who came in as inexperienced prospects .


fn_spacy_tokens_for_baseline: Half the time I do n't even understand what they are fighting about . '

source_bert_toks: half the time i don ' t even understand what they are fighting about . '

reference_raw: I don't even know what they're arguing about half the time.'

reference_spacy_tokens: I do n't even know what they 're arguing about half the time . '


fn_spacy_tokens_for_baseline: You 're heartlessly manipulating your mother into believing that we 're about to embark on a long and happy marriage , and you 're doing it by manipulating me .

source_bert_toks: you ' re heart ##lessly manipulating your mother into believing that we ' re about to embark on a long and happy marriage , and you ' re doing it by manipulating me .

reference_raw: You're being heartlessly manipulative to your mother's belief that we're about to embark on a long and happy marriage, and you're doing it by tampering with me.

reference_spacy_tokens: You 're being heartlessly manipulative to your mother 's belief that we 're about to embark on a long and happy marriage , and you 're doing it by tampering with me .


fn_spacy_tokens_for_baseline: Thus , any demonstrated effects upon surpluses may be exacerbated or ameliorated as the industry progresses , and so welfare losses which occur over time may cancel out immediate gains or vice versa .

source_bert_toks: thus , any demonstrated effects upon surplus ##es may be ex ##ace ##rba ##ted or am ##eli ##ora ##ted as the industry progresses , and so welfare losses which occur over time may cancel out immediate gains or vice versa .

reference_raw: Thus, any proven impact on surpluses can be aggravated or amplified as industry progresses, so that social losses that occur over time can cancel out immediate profits, or vice versa.

reference_spacy_tokens: Thus , any proven impact on surpluses can be aggravated or amplified as industry progresses , so that social losses that occur over time can cancel out immediate profits , or vice versa .


fn_spacy_tokens_for_baseline: The American sounded sincere .

source_bert_toks: the american sounded sincere .

reference_raw: The American's voice was genuine.

reference_spacy_tokens: The American 's voice was genuine .


fn_spacy_tokens_for_baseline: But to see what limitations this brings , we absolutely need to have a more lively sense of its differences from at least the groups which neighbour it .

source_bert_toks: but to see what limitations this brings , we absolutely need to have a more lively sense of its differences from at least the groups which neighbour it .

reference_raw: But in order to understand the limitations that it entails, we absolutely need to have a more vivid sense of its differences with at least the groups that surround it.

reference_spacy_tokens: But in order to understand the limitations that it entails , we absolutely need to have a more vivid sense of its differences with at least the groups that surround it .


fn_spacy_tokens_for_baseline: That he was speaking only the truth simply served to infuriate her all the more .

source_bert_toks: that he was speaking only the truth simply served to in ##fur ##iate her all the more .

reference_raw: The fact that he spoke only the truth only served to anger her even more.

reference_spacy_tokens: The fact that he spoke only the truth only served to anger her even more .


fn_spacy_tokens_for_baseline: ' They have been varnished and are hanging out to dry . '

source_bert_toks: ' they have been var ##nished and are hanging out to dry . '

reference_raw: "They've been painted and hang out to dry."

reference_spacy_tokens: " They 've been painted and hang out to dry . "


fn_spacy_tokens_for_baseline: According to West Africa , diamond smuggling into Liberia from Sierra Leone had been estimated to yield about US$ 100 million annually , even before the conflict , and the mines were now a prime rebel objective .

source_bert_toks: according to west africa , diamond smuggling into liberia from sierra leone had been estimated to yield about us $ 100 million annually , even before the conflict , and the mines were now a prime rebel objective .

reference_raw: According to West Africa, diamond trafficking from Sierra Leone to Liberia was estimated to have yielded about US$100 million a year, even before the conflict, and the mines were now the primary target of the rebels.

reference_spacy_tokens: According to West Africa , diamond trafficking from Sierra Leone to Liberia was estimated to have yielded about US$ 100 million a year , even before the conflict , and the mines were now the primary target of the rebels .


fn_spacy_tokens_for_baseline: The Russian troops , sent into the Caucasus Mountain republic a week ago , had been dug in outside Grozny while Moscow gave Dudayev until midnight Saturday to disarm his forces .

source_bert_toks: the russian troops , sent into the caucasus mountain republic a week ago , had been dug in outside gr ##oz ##ny while moscow gave du ##day ##ev until midnight saturday to di ##sar ##m his forces .

reference_raw: Russian troops, sent to the Republic of Caucasus a week ago, were dug up in front of Grozny, while Moscow gave Dudayev until midnight on Saturday to deactivate his troops.

reference_spacy_tokens: Russian troops , sent to the Republic of Caucasus a week ago , were dug up in front of Grozny , while Moscow gave Dudayev until midnight on Saturday to deactivate his troops .


fn_spacy_tokens_for_baseline: There is no suggestion that people directly involved with Kingfisher profited from knowing that a bid was imminent .

source_bert_toks: there is no suggestion that people directly involved with king ##fish ##er profit ##ed from knowing that a bid was imminent .

reference_raw: There's no indication that the people directly involved with Kingfisher benefited from the fact that the offer was imminent.

reference_spacy_tokens: There 's no indication that the people directly involved with Kingfisher benefited from the fact that the offer was imminent .


fn_spacy_tokens_for_baseline: She emphasised that everything becomes collectable in time , particularly when its history and date of manufacture can be authenticated .

source_bert_toks: she emphasis ##ed that everything becomes collect ##able in time , particularly when its history and date of manufacture can be authentic ##ated .

reference_raw: It pointed out that everything could be collected in time, especially if the history and the date of production could be verified.

reference_spacy_tokens: It pointed out that everything could be collected in time , especially if the history and the date of production could be verified .


fn_spacy_tokens_for_baseline: In 1696 Lowther of Lowther , tired of contesting elections , employed his cousin to seek a viscountcy for him from the king .

source_bert_toks: in 169 ##6 low ##ther of low ##ther , tired of contest ##ing elections , employed his cousin to seek a viscount ##cy for him from the king .

reference_raw: In 1696, Lowther of Lowther, tired of contesting the election, employed his cousin to seek the King's viscounty for him.

reference_spacy_tokens: In 1696 , Lowther of Lowther , tired of contesting the election , employed his cousin to seek the King 's viscounty for him .


fn_spacy_tokens_for_baseline: Identification of the gene encoding s - ADH and the eventual search for polymorphisms are awaited with interest .

source_bert_toks: identification of the gene encoding s - ad ##h and the eventual search for poly ##morphism ##s are awaited with interest .

reference_raw: The identification of the s-ADH gene encoding and the possible detection of polymorphisms are expected with interest.

reference_spacy_tokens: The identification of the s - ADH gene encoding and the possible detection of polymorphisms are expected with interest .


fn_spacy_tokens_for_baseline: It crept stealthily towards him over the mud , advancing , retreating , advancing again like a living creature stalking its prey .

source_bert_toks: it crept stealth ##ily towards him over the mud , advancing , retreating , advancing again like a living creature stalking its prey .

reference_raw: She crept stealthily across the mud toward him, moving forward, backing away, moving again, like a living creature following her prey.

reference_spacy_tokens: She crept stealthily across the mud toward him , moving forward , backing away , moving again , like a living creature following her prey .


fn_spacy_tokens_for_baseline: Laurence Hazell , defending , said Sigsworth was remorseful for what he had done .

source_bert_toks: laurence hazel ##l , defending , said si ##gs ##worth was remorse ##ful for what he had done .

reference_raw: Laurence Hazell, who defended herself, said that Sigsworth regretted what he had done.

reference_spacy_tokens: Laurence Hazell , who defended herself , said that Sigsworth regretted what he had done .


fn_spacy_tokens_for_baseline: Drive it in smooth roads at regulated speeds and it makes an earnest , even laudable attempt at portraying an enthusiast 's machine .

source_bert_toks: drive it in smooth roads at regulated speeds and it makes an earnest , even lau ##dable attempt at portraying an enthusiast ' s machine .

reference_raw: Drive it on smooth roads at regulated speeds, making a serious, even commendable attempt to portray the enthusiast's machine.

reference_spacy_tokens: Drive it on smooth roads at regulated speeds , making a serious , even commendable attempt to portray the enthusiast 's machine .


fn_spacy_tokens_for_baseline: They were the harbingers of something terrible .

source_bert_toks: they were the ha ##rbin ##gers of something terrible .

reference_raw: They were the hunters of something terrible.

reference_spacy_tokens: They were the hunters of something terrible .


fn_spacy_tokens_for_baseline: Dorcas fumbled in his pockets until he found a stub of pencil lead .

source_bert_toks: do ##rca ##s fumbled in his pockets until he found a stu ##b of pencil lead .

reference_raw: Dorcas rummaged through his pockets until he found a stub of pencil lead.

reference_spacy_tokens: Dorcas rummaged through his pockets until he found a stub of pencil lead .


fn_spacy_tokens_for_baseline: The children might have made a collection of shiny things or things made of metal , and be invited to think of things that they use at home which are shiny or made of metal .

source_bert_toks: the children might have made a collection of shiny things or things made of metal , and be invited to think of things that they use at home which are shiny or made of metal .

reference_raw: Kids could make a bunch of shiny things or things made of metal, and they could be invited to think about things they use at home that are shiny or made of metal.

reference_spacy_tokens: Kids could make a bunch of shiny things or things made of metal , and they could be invited to think about things they use at home that are shiny or made of metal .


fn_spacy_tokens_for_baseline: My medical attendant decided it to be altogether nervous , and that it originates either in severe application , or excessive anxiety .

source_bert_toks: my medical attendant decided it to be altogether nervous , and that it originates either in severe application , or excessive anxiety .

reference_raw: My doctor decided that he was completely nervous, and that he came from either severe use or excessive anxiety.

reference_spacy_tokens: My doctor decided that he was completely nervous , and that he came from either severe use or excessive anxiety .


fn_spacy_tokens_for_baseline: When she did n't answer straight away , he gave her a shake that rattled her teeth .

source_bert_toks: when she didn ' t answer straight away , he gave her a shake that rattled her teeth .

reference_raw: When she did not answer immediately, he shook her, shaking her teeth.

reference_spacy_tokens: When she did not answer immediately , he shook her , shaking her teeth .


fn_spacy_tokens_for_baseline: But once he gets his hands all oiled up , he 's a whizz at refreshing your players ' tired muscles .

source_bert_toks: but once he gets his hands all oil ##ed up , he ' s a w ##hi ##zz at refreshing your players ' tired muscles .

reference_raw: But once he's got his hands full of oil, he'll whistle to refresh the tired muscles of your players.

reference_spacy_tokens: But once he 's got his hands full of oil , he 'll whistle to refresh the tired muscles of your players .


fn_spacy_tokens_for_baseline: The crowded Kowloon peninsula and the booming New Territories on the mainland call for some serious sightseeing ; but we begin across Victoria Harbor on Hong Kong Island , where the city was first founded and which remains the center of government , business , and commerce .

source_bert_toks: the crowded ko ##wl ##oon peninsula and the booming new territories on the mainland call for some serious sights ##ee ##ing ; but we begin across victoria harbor on hong kong island , where the city was first founded and which remains the center of government , business , and commerce .

reference_raw: The crowded Kowloon peninsula and the booming New Territories on the mainland require some serious sightseeing; but we start across Victoria Harbor on Hong Kong Island, where the city was first established and remains the center of government, trade, and trade.

reference_spacy_tokens: The crowded Kowloon peninsula and the booming New Territories on the mainland require some serious sightseeing ; but we start across Victoria Harbor on Hong Kong Island , where the city was first established and remains the center of government , trade , and trade .


fn_spacy_tokens_for_baseline: Last summer I split up with my girlfriend after five tumultuous but happy years .

source_bert_toks: last summer i split up with my girlfriend after five tu ##mu ##lt ##uous but happy years .

reference_raw: I broke up with my girl last summer after five tumultuous but happy years.

reference_spacy_tokens: I broke up with my girl last summer after five tumultuous but happy years .


fn_spacy_tokens_for_baseline: Here we give a very preliminary discussion .

source_bert_toks: here we give a very preliminary discussion .

reference_raw: We're going to have a very early discussion here.

reference_spacy_tokens: We 're going to have a very early discussion here .


fn_spacy_tokens_for_baseline: Blondness has become just one of the many attractive ways to adorn dark hair .

source_bert_toks: blond ##ness has become just one of the many attractive ways to ad ##orn dark hair .

reference_raw: Blondness has become one of many attractive ways of adorning black hair.

reference_spacy_tokens: Blondness has become one of many attractive ways of adorning black hair .


fn_spacy_tokens_for_baseline: His meditations are interrupted by two figures from his past , who remind him of separate acts of cowardice and inhumanity .

source_bert_toks: his meditation ##s are interrupted by two figures from his past , who remind him of separate acts of coward ##ice and inhuman ##ity .

reference_raw: His contemplation is interrupted by two figures from his past, reminding him of separate acts of cowardice and inhumanity.

reference_spacy_tokens: His contemplation is interrupted by two figures from his past , reminding him of separate acts of cowardice and inhumanity .


fn_spacy_tokens_for_baseline: Quickly she put on lacy underwear and pulled her best dress from the wardrobe , a cocktail - length skirt of full , flame - coloured taffeta topped by a portrait - necked bodice of black velvet .

source_bert_toks: quickly she put on lacy underwear and pulled her best dress from the wardrobe , a cocktail - length skirt of full , flame - coloured ta ##ffe ##ta topped by a portrait - neck ##ed bo ##dice of black velvet .

reference_raw: She quickly put on her lacy undergarments and pulled her best dress out of the closet, a cocktail-length skirt of a full, flame-coloured taffet covered with a portrait-necked body of black velvet.

reference_spacy_tokens: She quickly put on her lacy undergarments and pulled her best dress out of the closet , a cocktail - length skirt of a full , flame - coloured taffet covered with a portrait - necked body of black velvet .


fn_spacy_tokens_for_baseline: In 1986 , the IAEA and AECS constructed a micro - plant at the General Phosphate Company Plant in Homs to study the process of uranium extraction from phosphoric acid .

source_bert_toks: in 1986 , the ia ##ea and ae ##cs constructed a micro - plant at the general phosphate company plant in ho ##ms to study the process of uranium extraction from ph ##os ##ph ##oric acid .

reference_raw: In 1986, the IAEA and the AECS built a micro-plant at the General Phosphate Company in Homs to study the process of extracting uranium from phosphoric acid.

reference_spacy_tokens: In 1986 , the IAEA and the AECS built a micro - plant at the General Phosphate Company in Homs to study the process of extracting uranium from phosphoric acid .


fn_spacy_tokens_for_baseline: Liessa reached up and removed her helmet , letting the coils of red hair tumble out .

source_bert_toks: lies ##sa reached up and removed her helmet , letting the coil ##s of red hair tumble out .

reference_raw: Liessa reached out, took off her helmet, and let the curls of red hair fall out.

reference_spacy_tokens: Liessa reached out , took off her helmet , and let the curls of red hair fall out .


fn_spacy_tokens_for_baseline: Moreover , the prized trees take 60 years to reach maturity and have proved resistant to plantation cultivation .

source_bert_toks: moreover , the prized trees take 60 years to reach maturity and have proved resistant to plantation cultivation .

reference_raw: In addition, the valued trees take 60 years to mature and have proved to be resistant to planting.

reference_spacy_tokens: In addition , the valued trees take 60 years to mature and have proved to be resistant to planting .


fn_spacy_tokens_for_baseline: A regular in wellington boots plastered with cow dung ordered a pint , took off his overcoat and hung it up , unaware that he 'd lost his trousers somewhere en route .

source_bert_toks: a regular in wellington boots plastered with cow dung ordered a pin ##t , took off his over ##coat and hung it up , unaware that he ' d lost his trousers somewhere en route .

reference_raw: The regular in Wellington shoes, plastered with cow-dung, ordered a pint, removed his coat, and hung it up, not knowing he'd lost his pants somewhere on the way.

reference_spacy_tokens: The regular in Wellington shoes , plastered with cow - dung , ordered a pint , removed his coat , and hung it up , not knowing he 'd lost his pants somewhere on the way .


fn_spacy_tokens_for_baseline: The officer smiled , then began to unbutton his tunic .

source_bert_toks: the officer smiled , then began to un ##bu ##tton his tunic .

reference_raw: The officer smiled and began unbuttoning his shirt.

reference_spacy_tokens: The officer smiled and began unbuttoning his shirt .


fn_spacy_tokens_for_baseline: At the mention of ' bucket ' Nessie was immediately alert again and hurried to the door .

source_bert_toks: at the mention of ' bucket ' ness ##ie was immediately alert again and hurried to the door .

reference_raw: Nessie was instantly alert when he said 'bucket' and hurried to the door.

reference_spacy_tokens: Nessie was instantly alert when he said ' bucket ' and hurried to the door .


fn_spacy_tokens_for_baseline: Telegraphic inquiries had been already made which showed that Marx knew nothing of his customer save that he was a good payer .

source_bert_toks: telegraph ##ic inquiries had been already made which showed that marx knew nothing of his customer save that he was a good pay ##er .

reference_raw: Telegraphic inquiries have already been made to show that Marx doesn't know anything about his client except that he pays well.

reference_spacy_tokens: Telegraphic inquiries have already been made to show that Marx does n't know anything about his client except that he pays well .


fn_spacy_tokens_for_baseline: Manescu adjusted his snow goggles as white flakes the size of cats ' tails began to drift down .

source_bert_toks: mane ##scu adjusted his snow go ##ggles as white fl ##akes the size of cats ' tails began to drift down .

reference_raw: Manescu adjusted his snow-glasses as white flakes the size of a cat's tail began to drift down.

reference_spacy_tokens: Manescu adjusted his snow - glasses as white flakes the size of a cat 's tail began to drift down .


fn_spacy_tokens_for_baseline: Exquisite 19th - century porcelain , popular Staffordshire earthenware and exclusive gold jewellery by Picasso are among the display of treasures in the new gallery on the first floor of the Royal Museum of Scotland .

source_bert_toks: exquisite 19th - century porcelain , popular staffordshire earth ##en ##ware and exclusive gold jewellery by picasso are among the display of treasures in the new gallery on the first floor of the royal museum of scotland .

reference_raw: The magnificent 19th century porcelain, popular Staffordshire earthenware and Picasso's exclusive gold jewelry are among the displays of treasures in a new gallery on the first floor of the Royal Museum of Scotland.

reference_spacy_tokens: The magnificent 19th century porcelain , popular Staffordshire earthenware and Picasso 's exclusive gold jewelry are among the displays of treasures in a new gallery on the first floor of the Royal Museum of Scotland .


fn_spacy_tokens_for_baseline: Whatever his personal misgivings , Valenzuela hid them well and when his compulsory military service ended he signed on for a permanent career in the Air Force .

source_bert_toks: whatever his personal mis ##giving ##s , vale ##nz ##uel ##a hid them well and when his compulsory military service ended he signed on for a permanent career in the air force .

reference_raw: Whatever his personal doubts, Valenzuela hid them well, and when his compulsory military service was over, he volunteered for a permanent career in the Air Force.

reference_spacy_tokens: Whatever his personal doubts , Valenzuela hid them well , and when his compulsory military service was over , he volunteered for a permanent career in the Air Force .


fn_spacy_tokens_for_baseline: His legs thudded on and on , but the movement was mechanical , with no spirit in it .

source_bert_toks: his legs thud ##ded on and on , but the movement was mechanical , with no spirit in it .

reference_raw: His feet thumped on and on, but the movement was mechanical, and there was no ghost in it.

reference_spacy_tokens: His feet thumped on and on , but the movement was mechanical , and there was no ghost in it .


fn_spacy_tokens_for_baseline: The stench of blood and waste sickened him .

source_bert_toks: the stench of blood and waste sick ##ened him .

reference_raw: The smell of blood and waste made him sick.

reference_spacy_tokens: The smell of blood and waste made him sick .


fn_spacy_tokens_for_baseline: Dressed only in her thin nightgown , she had no intention of entering the room , just of poking her head into the doorway to yell for peace and quiet .

source_bert_toks: dressed only in her thin night ##go ##wn , she had no intention of entering the room , just of poking her head into the doorway to yell for peace and quiet .

reference_raw: Dressed only in her thin nightdress, she had no intention of entering the room, only of poking her head through the door and screaming for peace and quiet.

reference_spacy_tokens: Dressed only in her thin nightdress , she had no intention of entering the room , only of poking her head through the door and screaming for peace and quiet .


fn_spacy_tokens_for_baseline: I 'm wondering if really stupid pratfalls are karmic payback for having so much of the big stuff going right .

source_bert_toks: i ' m wondering if really stupid pr ##at ##falls are ka ##rmi ##c pay ##back for having so much of the big stuff going right .

reference_raw: I wonder if really stupid pratfalls are karmic revenge for having so many big things go right.

reference_spacy_tokens: I wonder if really stupid pratfalls are karmic revenge for having so many big things go right .


fn_spacy_tokens_for_baseline: So a national curriculum in English must reflect our values and beliefs , and we need to be as explicit about these as possible .

source_bert_toks: so a national curriculum in english must reflect our values and beliefs , and we need to be as explicit about these as possible .

reference_raw: So the national curricula in English must reflect our values and beliefs, and we must make them as clear as possible.

reference_spacy_tokens: So the national curricula in English must reflect our values and beliefs , and we must make them as clear as possible .


fn_spacy_tokens_for_baseline: So do n't hesitate to ask them about anything that may be worrying or puzzling you .

source_bert_toks: so don ' t hesitate to ask them about anything that may be worrying or pu ##zzling you .

reference_raw: So don't hesitate to ask them anything that might bother you or confuse you.

reference_spacy_tokens: So do n't hesitate to ask them anything that might bother you or confuse you .


fn_spacy_tokens_for_baseline: Each day the world 's merchant shipping fleet , by one reliable estimate made in 1982 , discards 639,000 plastic containers into the sea .

source_bert_toks: each day the world ' s merchant shipping fleet , by one reliable estimate made in 1982 , disc ##ards 63 ##9 , 000 plastic containers into the sea .

reference_raw: Every day, according to a reliable estimate made in 1982, the world's merchant shipping fleet dumps 639,000 plastic containers into the sea.

reference_spacy_tokens: Every day , according to a reliable estimate made in 1982 , the world 's merchant shipping fleet dumps 639,000 plastic containers into the sea .


fn_spacy_tokens_for_baseline: She could n't help the tinge of pink that flooded her cheeks at his expression as those blue eyes studied her with contempt .

source_bert_toks: she couldn ' t help the ting ##e of pink that flooded her cheeks at his expression as those blue eyes studied her with contempt .

reference_raw: When those blue eyes looked at her with contempt, she could not resist the tinge of pink that flooded her cheeks.

reference_spacy_tokens: When those blue eyes looked at her with contempt , she could not resist the tinge of pink that flooded her cheeks .


fn_spacy_tokens_for_baseline: Your savings must total less than £ 6,000 though £ 1 of ' notional income ' is added in when working out your income level for every £ 250 ( or part thereof ) of savings over £ 3,000 .

source_bert_toks: your savings must total less than £ ##6 , 000 though £1 of ' notion ##al income ' is added in when working out your income level for every £2 ##50 ( or part thereof ) of savings over £3 , 000 .

reference_raw: Your savings must amount to less than £6,000, although £1 of 'notional income' is added to each of the £250 (or part of it) savings of more than £3,000 when calculating the level of income.

reference_spacy_tokens: Your savings must amount to less than £ 6,000 , although £ 1 of ' notional income ' is added to each of the £ 250 ( or part of it ) savings of more than £ 3,000 when calculating the level of income .


fn_spacy_tokens_for_baseline: This is the voice of existentialism transmitting to the reader a sense of metaphysical alienation and despair arising from the contemplation of death .

source_bert_toks: this is the voice of existent ##ial ##ism transmitting to the reader a sense of metaphysical alien ##ation and despair arising from the con ##tem ##pl ##ation of death .

reference_raw: It's the voice of existentialism that sends the reader a sense of metaphysical alienation and despair from the thought of death.

reference_spacy_tokens: It 's the voice of existentialism that sends the reader a sense of metaphysical alienation and despair from the thought of death .


fn_spacy_tokens_for_baseline: I 'm still friends with my tutor , and she was really pleased when I told her I 'd got a job .

source_bert_toks: i ' m still friends with my tutor , and she was really pleased when i told her i ' d got a job .

reference_raw: I'm still friends with my teacher, and she was really happy when I told her I had a job.

reference_spacy_tokens: I 'm still friends with my teacher , and she was really happy when I told her I had a job .


fn_spacy_tokens_for_baseline: We could hear them banging about , shifting things and wondered nervously if we were in for another move .

source_bert_toks: we could hear them banging about , shifting things and wondered nervously if we were in for another move .

reference_raw: We heard them bouncing around, changing things, and wondered nervously if we were going to make the next move.

reference_spacy_tokens: We heard them bouncing around , changing things , and wondered nervously if we were going to make the next move .


fn_spacy_tokens_for_baseline: We may take it that the letter came out of this strange household and was an invitation to Garcia to carry out some attempt which had already been planned .

source_bert_toks: we may take it that the letter came out of this strange household and was an invitation to garcia to carry out some attempt which had already been planned .

reference_raw: We can assume that the letter came from this strange household and was a request to Garcia to perform an experiment that had already been planned.

reference_spacy_tokens: We can assume that the letter came from this strange household and was a request to Garcia to perform an experiment that had already been planned .


fn_spacy_tokens_for_baseline: From Washington 's perspective , " improved implementation of the Agreed Framework " meant an acceleration of safeguards inspections , even though the agreement did not require Pyongyang to submit to full safeguards inspections to verify its past activities until a significant portion of the reactor construction was completed but before the delivery of critical reactor components .

source_bert_toks: from washington ' s perspective , " improved implementation of the agreed framework " meant an acceleration of safeguard ##s inspections , even though the agreement did not require p ##yon ##gy ##ang to submit to full safeguard ##s inspections to verify its past activities until a significant portion of the reactor construction was completed but before the delivery of critical reactor components .

reference_raw: From Washington's point of view, "improved implementation of the agreed framework" meant speeding up security inspections, although the agreement did not require Pyongyang to undergo full security inspections to verify its previous activities until a significant part of the construction of the reactor was completed but before the delivery of critical reactor components.

reference_spacy_tokens: From Washington 's point of view , " improved implementation of the agreed framework " meant speeding up security inspections , although the agreement did not require Pyongyang to undergo full security inspections to verify its previous activities until a significant part of the construction of the reactor was completed but before the delivery of critical reactor components .


fn_spacy_tokens_for_baseline: On the aeroplane from Tokyo to Auckland he was chirpy and sociable , amiably demonstrating his knowledge of conversational Japanese and chatting about the syndicate 's progress .

source_bert_toks: on the aero ##plane from tokyo to auckland he was chi ##rp ##y and soc ##iable , ami ##ably demonstrating his knowledge of conversation ##al japanese and chatting about the syndicate ' s progress .

reference_raw: He was chirpy and social on the flight from Tokyo to Auckland, amiably demonstrating his knowledge of conversational Japanese and talking about the syndicate's progress.

reference_spacy_tokens: He was chirpy and social on the flight from Tokyo to Auckland , amiably demonstrating his knowledge of conversational Japanese and talking about the syndicate 's progress .


fn_spacy_tokens_for_baseline: Then the train went into reverse , motors growling , occupants groaning , and trundled slowly back through the squalls of rain , passing Maryhill and looping down through Anniesland and over Great Western Road .

source_bert_toks: then the train went into reverse , motors growling , occupants groaning , and tr ##und ##led slowly back through the sq ##ual ##ls of rain , passing mary ##hill and loop ##ing down through annie ##sl ##and and over great western road .

reference_raw: Then the train turned, the engines growling, the occupants groaning, and trudged slowly back through the rain, past Maryhill, past Anniesland and across the Great West Road.

reference_spacy_tokens: Then the train turned , the engines growling , the occupants groaning , and trudged slowly back through the rain , past Maryhill , past Anniesland and across the Great West Road .


fn_spacy_tokens_for_baseline: I went swimming , and I was so happy I cried into the sea for three - quarters of an hour .

source_bert_toks: i went swimming , and i was so happy i cried into the sea for three - quarters of an hour .

reference_raw: I went for a swim, and I was so glad that I cried in the sea for three-quarters of an hour.

reference_spacy_tokens: I went for a swim , and I was so glad that I cried in the sea for three - quarters of an hour .


fn_spacy_tokens_for_baseline: They 're craving calories !

source_bert_toks: they ' re craving cal ##ories !

reference_raw: They want calories!

reference_spacy_tokens: They want calories !


fn_spacy_tokens_for_baseline: I look carefully at Fairfax 's moist , fatigued eyes , which have seen so much , for signs of irony .

source_bert_toks: i look carefully at fairfax ' s moist , fatigue ##d eyes , which have seen so much , for signs of irony .

reference_raw: I studied Fairfax's wet, weary eyes, which had seen so much, for signs of irony.

reference_spacy_tokens: I studied Fairfax 's wet , weary eyes , which had seen so much , for signs of irony .


fn_spacy_tokens_for_baseline: Now she was literally wasting away , and his visits were still infrequent .

source_bert_toks: now she was literally wasting away , and his visits were still in ##fr ##e ##quent .

reference_raw: Now she was literally wasting her time, and his visits were still rare.

reference_spacy_tokens: Now she was literally wasting her time , and his visits were still rare .


fn_spacy_tokens_for_baseline: She set everything out on the table , then stared at the blank sheet of paper in front of her and gave a small sigh .

source_bert_toks: she set everything out on the table , then stared at the blank sheet of paper in front of her and gave a small sigh .

reference_raw: She laid it all on the table, then looked at the blank sheet of paper in front of her, and let out a little breath.

reference_spacy_tokens: She laid it all on the table , then looked at the blank sheet of paper in front of her , and let out a little breath .


fn_spacy_tokens_for_baseline: Diana had captivated the country ; Charles was proud , but Diana was beginning to upstage him

source_bert_toks: diana had capt ##ivated the country ; charles was proud , but diana was beginning to ups ##tage him

reference_raw: Diana had captured the country; Charles had been proud, but Diana had begun to raise it.

reference_spacy_tokens: Diana had captured the country ; Charles had been proud , but Diana had begun to raise it .


fn_spacy_tokens_for_baseline: In Blake 's terminology someone scoring 1 on the ' results ' scale is described as a ' country club manager ' ; the opposite 9,1 style is characteristic of the dictator .

source_bert_toks: in blake ' s terminology someone scoring 1 on the ' results ' scale is described as a ' country club manager ' ; the opposite 9 , 1 style is characteristic of the dictator .

reference_raw: In Blake's terminology, someone who scores 1 on the "results" scale is described as a country club manager; the opposite 9,1 style is typical of a dictator.

reference_spacy_tokens: In Blake 's terminology , someone who scores 1 on the " results " scale is described as a country club manager ; the opposite 9,1 style is typical of a dictator .


fn_spacy_tokens_for_baseline: The theatres at Side and Aspendos were built on Roman lines in the second century A.D. At Side the theatre is supported on barrel - vaulted sub - structures .

source_bert_toks: the theatres at side and aspen ##dos were built on roman lines in the second century a . d . at side the theatre is supported on barrel - vaulted sub - structures .

reference_raw: The Theaters on Side and Aspendos were built on Roman lines in the second century of the A.D. On Side, the theater is supported by barrel-vaulted substructures.

reference_spacy_tokens: The Theaters on Side and Aspendos were built on Roman lines in the second century of the A.D. On Side , the theater is supported by barrel - vaulted substructures .


fn_spacy_tokens_for_baseline: It can only be dried out by diffusing it slowly through the tube walls .

source_bert_toks: it can only be dried out by di ##ff ##using it slowly through the tube walls .

reference_raw: It can only be dehydrated by spreading it slowly through the walls of the tube.

reference_spacy_tokens: It can only be dehydrated by spreading it slowly through the walls of the tube .


fn_spacy_tokens_for_baseline: His usual hearty appetite for three courses was reduced to the point where he was pushing his main course around his plate complaining that he felt nauseated and tired .

source_bert_toks: his usual heart ##y appetite for three courses was reduced to the point where he was pushing his main course around his plate complaining that he felt nausea ##ted and tired .

reference_raw: His usual hearty appetite for three courses was reduced to the point where he pushed the main course around his plate and complained that he was sick and tired.

reference_spacy_tokens: His usual hearty appetite for three courses was reduced to the point where he pushed the main course around his plate and complained that he was sick and tired .


fn_spacy_tokens_for_baseline: We sat with our backs against the trig point and gazed down like Gods on the coastal plain of Thassos .

source_bert_toks: we sat with our backs against the tri ##g point and gazed down like gods on the coastal plain of tha ##sso ##s .

reference_raw: We sat with our backs to the trig point, looking down like gods on the shoreline of Thassos.

reference_spacy_tokens: We sat with our backs to the trig point , looking down like gods on the shoreline of Thassos .


fn_spacy_tokens_for_baseline: Even if things go fairly badly it is not certain that voters would turn to Labour as economic saviour .

source_bert_toks: even if things go fairly badly it is not certain that voters would turn to labour as economic sa ##vio ##ur .

reference_raw: Even if things go wrong, there's no guarantee that the voters will turn to Labour as an economic savior.

reference_spacy_tokens: Even if things go wrong , there 's no guarantee that the voters will turn to Labour as an economic savior .


fn_spacy_tokens_for_baseline: The tomb is an almost pyramidal cube of red sandstone whose almost absurdly thick inward - battering walls are topped by a dome of solid white marble .

source_bert_toks: the tomb is an almost pyramid ##al cube of red sandstone whose almost absurd ##ly thick inward - batter ##ing walls are topped by a dome of solid white marble .

reference_raw: The tomb is an almost pyramidal block of red sandstone, with a dome of solid white marble, almost absurdly thick, inwardly battering walls.

reference_spacy_tokens: The tomb is an almost pyramidal block of red sandstone , with a dome of solid white marble , almost absurdly thick , inwardly battering walls .


fn_spacy_tokens_for_baseline: Russian or Chinese supply of nuclear power reactors , allowed by the NPT , could enhance Iran 's limited nuclear infrastructure and advance its nuclear weapons program .

source_bert_toks: russian or chinese supply of nuclear power reactors , allowed by the np ##t , could enhance iran ' s limited nuclear infrastructure and advance its nuclear weapons program .

reference_raw: Russia or China's supply of nuclear power reactors, as permitted by the NPT, could increase Iran's limited nuclear infrastructure and advance its nuclear weapons programme.

reference_spacy_tokens: Russia or China 's supply of nuclear power reactors , as permitted by the NPT , could increase Iran 's limited nuclear infrastructure and advance its nuclear weapons programme .


fn_spacy_tokens_for_baseline: Her slim waist emphasised the voluptuous curve of her hips ; and her pert , plump , rounded buttocks stuck out like two shapely globes .

source_bert_toks: her slim waist emphasis ##ed the vol ##upt ##uous curve of her hips ; and her per ##t , plump , rounded butt ##ocks stuck out like two shape ##ly globe ##s .

reference_raw: Her slender waist emphasized the sensual curve of her hips; and her pert, plump, round butts protruded like two shaped balls.

reference_spacy_tokens: Her slender waist emphasized the sensual curve of her hips ; and her pert , plump , round butts protruded like two shaped balls .


fn_spacy_tokens_for_baseline: He was revered in the Church of England .

source_bert_toks: he was revered in the church of england .

reference_raw: He was worshipped by the Church of England.

reference_spacy_tokens: He was worshipped by the Church of England .


fn_spacy_tokens_for_baseline: The Iranian companies involved in the building of the poison - gas complex are Defense Industries , Shahid , Bagheri Industrial Group , and Shahid Hemat Industrial group .

source_bert_toks: the iranian companies involved in the building of the poison - gas complex are defense industries , shah ##id , bag ##her ##i industrial group , and shah ##id hem ##at industrial group .

reference_raw: The Iranian companies participating in the construction of the poison gas complex are the Defense Industries, the Shahid, the Bagheri Industrial Group and the Shahid Hemat Industrial Group.

reference_spacy_tokens: The Iranian companies participating in the construction of the poison gas complex are the Defense Industries , the Shahid , the Bagheri Industrial Group and the Shahid Hemat Industrial Group .


fn_spacy_tokens_for_baseline: Nu made his first priority his public insistence of confidence in the Governor and the British Government .

source_bert_toks: nu made his first priority his public insistence of confidence in the governor and the british government .

reference_raw: Nu gave his first priority to the public's insistence on trust in the government and the British government.

reference_spacy_tokens: Nu gave his first priority to the public 's insistence on trust in the government and the British government .


fn_spacy_tokens_for_baseline: In no field is this more obvious than in community care of frail elderly people , for the coordination of services , some from different agencies , is pivotal to their well - being .

source_bert_toks: in no field is this more obvious than in community care of frail elderly people , for the coordination of services , some from different agencies , is pivotal to their well - being .

reference_raw: This is not clearer in any area than in the case of community care for vulnerable older people, because the coordination of services, some from different agencies, is crucial for their well-being.

reference_spacy_tokens: This is not clearer in any area than in the case of community care for vulnerable older people , because the coordination of services , some from different agencies , is crucial for their well - being .


fn_spacy_tokens_for_baseline: This mass of material can be grouped into a number of key areas .

source_bert_toks: this mass of material can be grouped into a number of key areas .

reference_raw: This weight can be grouped into several key areas.

reference_spacy_tokens: This weight can be grouped into several key areas .


fn_spacy_tokens_for_baseline: Ludens was suddenly conscious of being hungry again .

source_bert_toks: lu ##den ##s was suddenly conscious of being hungry again .

reference_raw: Ludens suddenly realized that he was hungry again.

reference_spacy_tokens: Ludens suddenly realized that he was hungry again .


fn_spacy_tokens_for_baseline: This will signal the end of the European Commission 's efforts to prepare the groundwork for the free movement of goods , services and people within the European Community .

source_bert_toks: this will signal the end of the european commission ' s efforts to prepare the ground ##work for the free movement of goods , services and people within the european community .

reference_raw: This will signal the end of the European Commission's efforts to prepare the basis for the free movement of goods, services and persons within the European Community.

reference_spacy_tokens: This will signal the end of the European Commission 's efforts to prepare the basis for the free movement of goods , services and persons within the European Community .


fn_spacy_tokens_for_baseline: Sitting up , Constance roared with delight .

source_bert_toks: sitting up , constance roared with delight .

reference_raw: Constance sat up and bellowed with pleasure.

reference_spacy_tokens: Constance sat up and bellowed with pleasure .


fn_spacy_tokens_for_baseline: There was hot , spiced wine to hearten the bride , who drank it gratefully .

source_bert_toks: there was hot , spice ##d wine to heart ##en the bride , who drank it grateful ##ly .

reference_raw: There was hot, spiced wine in the heart of the bride, who drank it gratefully.

reference_spacy_tokens: There was hot , spiced wine in the heart of the bride , who drank it gratefully .


fn_spacy_tokens_for_baseline: There 's a listening service via the telephone to let parents eat with peace of mind , and nothing could surpass the service in the dining room .

source_bert_toks: there ' s a listening service via the telephone to let parents eat with peace of mind , and nothing could sur ##pass the service in the dining room .

reference_raw: There's an eavesdropping service on the phone that lets the parents eat in peace, and nothing can outrun the service in the cafeteria.

reference_spacy_tokens: There 's an eavesdropping service on the phone that lets the parents eat in peace , and nothing can outrun the service in the cafeteria .


fn_spacy_tokens_for_baseline: For a moment there was a stunned silence from his workmates and then pent - up breath was released in what seemed like a communal sigh , before the chief waggoner yelled , ' Come on !

source_bert_toks: for a moment there was a stunned silence from his work ##mates and then pen ##t - up breath was released in what seemed like a communal sigh , before the chief wa ##gg ##one ##r yelled , ' come on !

reference_raw: There was a moment of shocked silence from his workmates, then a gasp of pent-up air that seemed to be a collective sigh, before the chief waggoner shouted, "Come on!

reference_spacy_tokens: There was a moment of shocked silence from his workmates , then a gasp of pent - up air that seemed to be a collective sigh , before the chief waggoner shouted , " Come on !


fn_spacy_tokens_for_baseline: It was that it was unfair for the single - person household to pay the same as the household with two , three , four or five members .

source_bert_toks: it was that it was unfair for the single - person household to pay the same as the household with two , three , four or five members .

reference_raw: It was not fair for a single-person household to pay the same as a two-, three-, four- or five-member household.

reference_spacy_tokens: It was not fair for a single - person household to pay the same as a two- , three- , four- or five - member household .


fn_spacy_tokens_for_baseline: But there are good reasons for examining how self - realisation and moral careers are developed within civil society .

source_bert_toks: but there are good reasons for examining how self - real ##isation and moral careers are developed within civil society .

reference_raw: There are, however, good reasons to examine the development of self-realisation and ethical careers in civil society.

reference_spacy_tokens: There are , however , good reasons to examine the development of self - realisation and ethical careers in civil society .


fn_spacy_tokens_for_baseline: Afterwards , rinse your face with tepid water and two minutes later splash with cold water .

source_bert_toks: afterwards , ri ##nse your face with te ##pid water and two minutes later splash with cold water .

reference_raw: Then flush your face with tepid water, and two minutes later spray it with cold water.

reference_spacy_tokens: Then flush your face with tepid water , and two minutes later spray it with cold water .


fn_spacy_tokens_for_baseline: It also led to an investigation of whether anything said in that review had been noticed by the author .

source_bert_toks: it also led to an investigation of whether anything said in that review had been noticed by the author .

reference_raw: It also led to an examination of whether the author had noticed anything in that review.

reference_spacy_tokens: It also led to an examination of whether the author had noticed anything in that review .


fn_spacy_tokens_for_baseline: It 's the tone of voice that tickles as much as anything .

source_bert_toks: it ' s the tone of voice that tick ##les as much as anything .

reference_raw: It's the tone of voice that ticks like everything else.

reference_spacy_tokens: It 's the tone of voice that ticks like everything else .


fn_spacy_tokens_for_baseline: When Thomas Carter asked me how I liked Oxford , I made a wry face and said , ' Mmmm . '

source_bert_toks: when thomas carter asked me how i liked oxford , i made a wry face and said , ' mmm ##m . '

reference_raw: When Thomas Carter asked me how much I liked Oxford, I grinned sourly and said, "Mmm."

reference_spacy_tokens: When Thomas Carter asked me how much I liked Oxford , I grinned sourly and said , " Mmm . "


fn_spacy_tokens_for_baseline: But this could not be done without noise , especially the last , and hearing it the defenders lit first torches and then large beacons along the walls and opened up with their guns .

source_bert_toks: but this could not be done without noise , especially the last , and hearing it the defenders lit first torches and then large beacon ##s along the walls and opened up with their guns .

reference_raw: But it couldn't be done without noise, especially the last one, and when they heard it, the defenders ignited first the torches and then the big lighthouses along the walls and opened them with their weapons.

reference_spacy_tokens: But it could n't be done without noise , especially the last one , and when they heard it , the defenders ignited first the torches and then the big lighthouses along the walls and opened them with their weapons .


fn_spacy_tokens_for_baseline: Flat toadlike eyes blinked , watering .

source_bert_toks: flat toad ##like eyes blinked , watering .

reference_raw: Flat froglike eyes flickered and watered.

reference_spacy_tokens: Flat froglike eyes flickered and watered .


fn_spacy_tokens_for_baseline: A solitary star plummeted downward to bury itself in the sand beside Alec 's foot .

source_bert_toks: a solitary star plum ##met ##ed downward to bury itself in the sand beside alec ' s foot .

reference_raw: A solitary star swooped down and buried itself in the sand beside Alec's feet.

reference_spacy_tokens: A solitary star swooped down and buried itself in the sand beside Alec 's feet .


fn_spacy_tokens_for_baseline: Pan Am has rebuffed TWA 's first advances .

source_bert_toks: pan am has re ##bu ##ffed t ##wa ' s first advances .

reference_raw: Pan Am rejected TWA's first advances.

reference_spacy_tokens: Pan Am rejected TWA 's first advances .


fn_spacy_tokens_for_baseline: I was very shy but his mischievous grin put me at my ease and we strolled along behind Sally and her beau .

source_bert_toks: i was very shy but his mischievous grin put me at my ease and we strolled along behind sally and her beau .

reference_raw: I was very shy, but his mischievous smile calmed me, and we followed Sally and her beauty.

reference_spacy_tokens: I was very shy , but his mischievous smile calmed me , and we followed Sally and her beauty .


fn_spacy_tokens_for_baseline: He nodded his satisfaction , and , to Ronni 's chagrin , a guilty blush touched her cheeks .

source_bert_toks: he nodded his satisfaction , and , to ron ##ni ' s cha ##grin , a guilty blush touched her cheeks .

reference_raw: He nodded in satisfaction, and a blush of guilt touched her cheeks to Ronni's chagrin.

reference_spacy_tokens: He nodded in satisfaction , and a blush of guilt touched her cheeks to Ronni 's chagrin .


fn_spacy_tokens_for_baseline: Her mast caught with a crack which could be heard on both sides of the river on the high overhang of the foremost lighter .

source_bert_toks: her mast caught with a crack which could be heard on both sides of the river on the high over ##hang of the foremost lighter .

reference_raw: Its mast caught with a crack that could be heard on either end of the river on the high overhang of the first lighter.

reference_spacy_tokens: Its mast caught with a crack that could be heard on either end of the river on the high overhang of the first lighter .


fn_spacy_tokens_for_baseline: The SNP 's policy commitment follows its undertaking , if in power , to renationalise Scotland 's water and sewerage services if necessary .

source_bert_toks: the s ##np ' s policy commitment follows its undertaking , if in power , to ren ##ation ##alis ##e scotland ' s water and sewer ##age services if necessary .

reference_raw: The political commitment of the SNP is in line with its commitment, if it is in power, to renationalise Scotland's water and sewerage services if necessary.

reference_spacy_tokens: The political commitment of the SNP is in line with its commitment , if it is in power , to renationalise Scotland 's water and sewerage services if necessary .


fn_spacy_tokens_for_baseline: Airport security was largely superficial , and outdated equipment could not detect plastic explosives .

source_bert_toks: airport security was largely superficial , and outdated equipment could not detect plastic explosives .

reference_raw: The security of the airport was largely superficial, and the out-of-date equipment couldn't pick up the plastic explosives.

reference_spacy_tokens: The security of the airport was largely superficial , and the out - of - date equipment could n't pick up the plastic explosives .


fn_spacy_tokens_for_baseline: The introduction of VAT on domestic fuel and power supplies -- which brings the UK into line with the rest of Europe -- is one part of a large jigsaw .

source_bert_toks: the introduction of va ##t on domestic fuel and power supplies - - which brings the uk into line with the rest of europe - - is one part of a large ji ##gs ##aw .

reference_raw: One part of a big puzzle is the introduction of VAT on national fuel and energy supplies - which brings the United Kingdom into line with the rest of Europe.

reference_spacy_tokens: One part of a big puzzle is the introduction of VAT on national fuel and energy supplies - which brings the United Kingdom into line with the rest of Europe .


fn_spacy_tokens_for_baseline: And we 're all very worried that we might not be alive for much longer , so we 'll just keep talking , because that 's better than thinking .

source_bert_toks: and we ' re all very worried that we might not be alive for much longer , so we ' ll just keep talking , because that ' s better than thinking .

reference_raw: And we're all very afraid we won't live much longer, so let's talk about it, 'cause it's better than thinking.

reference_spacy_tokens: And we 're all very afraid we wo n't live much longer , so let 's talk about it , 'cause it 's better than thinking .


fn_spacy_tokens_for_baseline: These warts , also known as condylomata acuminata , are , like common skin warts , caused by a virus .

source_bert_toks: these war ##ts , also known as con ##dy ##lom ##ata ac ##umi ##nat ##a , are , like common skin war ##ts , caused by a virus .

reference_raw: These warts, also called condylomata acuminata, are caused by the virus, as are normal skin warts.

reference_spacy_tokens: These warts , also called condylomata acuminata , are caused by the virus , as are normal skin warts .


fn_spacy_tokens_for_baseline: Teachers taught pupils how to make use of this environment by structuring collaborative work , supporting pupils in working together and demonstrating the purposes and processes of collaboration .

source_bert_toks: teachers taught pupils how to make use of this environment by st ##ru ##cturing collaborative work , supporting pupils in working together and demonstrating the purposes and processes of collaboration .

reference_raw: Teachers taught students how to use this environment by structuring cooperation, encouraging students to cooperate and demonstrating the purpose and processes of cooperation.

reference_spacy_tokens: Teachers taught students how to use this environment by structuring cooperation , encouraging students to cooperate and demonstrating the purpose and processes of cooperation .


fn_spacy_tokens_for_baseline: I affected more fear than I felt .

source_bert_toks: i affected more fear than i felt .

reference_raw: I've hit more fear than I've felt.

reference_spacy_tokens: I 've hit more fear than I 've felt .


fn_spacy_tokens_for_baseline: The heart of Forsyth 's theology was that the holiness of God needed to deal drastically with the sin of humanity ; his sermon on the Holy Father ( 1897 ) marked a focal point in his life .

source_bert_toks: the heart of forsyth ' s theology was that the holiness of god needed to deal drastically with the sin of humanity ; his sermon on the holy father ( 1897 ) marked a focal point in his life .

reference_raw: The heart of Forsyth's theology was that the sanctity of God had to deal drastically with the sins of mankind; his preaching to the Holy Father (1897) marked the center of his life.

reference_spacy_tokens: The heart of Forsyth 's theology was that the sanctity of God had to deal drastically with the sins of mankind ; his preaching to the Holy Father ( 1897 ) marked the center of his life .


fn_spacy_tokens_for_baseline: She grew hot and pink - faced and sweaty .

source_bert_toks: she grew hot and pink - faced and sweaty .

reference_raw: Her face was hot and pink and she was sweating.

reference_spacy_tokens: Her face was hot and pink and she was sweating .


fn_spacy_tokens_for_baseline: The house was built in 1865 by a member of the Man clan who achieved the rank of tai fu ( mandarin ) by doing well in the Imperial Examinations .

source_bert_toks: the house was built in 1865 by a member of the man clan who achieved the rank of tai fu ( mandarin ) by doing well in the imperial examinations .

reference_raw: The house was built in 1865 by a member of the Man clan who achieved the rank of tai fu (mandarin) by doing well in the Imperial Exams.

reference_spacy_tokens: The house was built in 1865 by a member of the Man clan who achieved the rank of tai fu ( mandarin ) by doing well in the Imperial Exams .


fn_spacy_tokens_for_baseline: Determinedly she put her worries and the root cause of her despondency behind her and tried to think more cheerfully .

source_bert_toks: determined ##ly she put her worries and the root cause of her des ##pon ##den ##cy behind her and tried to think more cheerfully .

reference_raw: She put her worries behind her and the root cause of her despair behind her and tried to think more cheerfully.

reference_spacy_tokens: She put her worries behind her and the root cause of her despair behind her and tried to think more cheerfully .


fn_spacy_tokens_for_baseline: Despite that problem , the results clearly confirm our conclusion that paper readers did not react against the partisanship of their papers , they gloried in it .

source_bert_toks: despite that problem , the results clearly confirm our conclusion that paper readers did not react against the partisans ##hip of their papers , they g ##lor ##ied in it .

reference_raw: In spite of this problem, the results clearly confirm our finding that paper readers did not respond to the participation of their newspapers, but rather enjoyed it.

reference_spacy_tokens: In spite of this problem , the results clearly confirm our finding that paper readers did not respond to the participation of their newspapers , but rather enjoyed it .


fn_spacy_tokens_for_baseline: Such moderate pragmatism is a world away from the moral absolutism usually preached by business ethicists .

source_bert_toks: such moderate pr ##ag ##mat ##ism is a world away from the moral abs ##ol ##uti ##sm usually preached by business et ##hic ##ists .

reference_raw: Such moderate pragmatism is a world far from the moral absolutism that business ethicists usually advocate.

reference_spacy_tokens: Such moderate pragmatism is a world far from the moral absolutism that business ethicists usually advocate .


fn_spacy_tokens_for_baseline: Rain interrupted her telephone conversation to ask to see it .

source_bert_toks: rain interrupted her telephone conversation to ask to see it .

reference_raw: Rain cut off her phone call and asked for a look.

reference_spacy_tokens: Rain cut off her phone call and asked for a look .