diff --git "a/mrpc_test_scores.csv" "b/mrpc_test_scores.csv"
--- "a/mrpc_test_scores.csv"
+++ "b/mrpc_test_scores.csv"
@@ -108,7 +108,7 @@ York had no problem with MTA's insisting the decision to shift funds had been wi
 "In his speech, Cheney praised Barbour's accomplishments as chairman of the Republican National Committee.",Cheney returned Barbour's favorable introduction by touting Barbour's work as chair of the Republican National Committee.,"In his speech, Cheney praised Barbour's accomplishments as chairman of the Republican National Committee.",Cheney returned Barbour's favorable introduction by touting Barbour's work as chair of the Republican National Committee.,1,1,no need to correct,0.0736111111111111,0.5909090909090908,0.0736111111111111,0.5909090909090908
 "If the magazine lost more than $4.2 million in a fiscal year, O'Donnell would be allowed to quit.","If Rosie lost more than $4.2 million in a fiscal year, O'Donnell - by contract - would have been permitted to quit.","If the magazine lost more than $4.2 million in a fiscal year, O'Donnell would be allowed to quit.","If Rosie lost more than $4.2 million in a fiscal year, O'Donnell - by contract - would have been permitted to quit.",1,0,can't correct,0.07824074074074071,0.34782608695652173,0.07824074074074071,0.34782608695652173
 "The upcoming second-quarter earnings season will be particularly important in offering investors guidance, they say.",They say second-quarter earnings reports will be key in giving investors that guidance.,"The upcoming second-quarter earnings season will be particularly important in offering investors guidance, they say.",They say The upcoming second-quarter earnings season earnings reports will be key in giving investors that guidance.,1,1,corrected,0.19814814814814816,0.5,0.22007797270955162,0.35
-"The upcoming second-quarter earnings season will be particularly important in offering investors guidance, they say.",They say second-quarter earnings reports will be key in giving investors that guidance.,"second-quarter will be particularly important in offering investors guidance, they say.",They say second-quarter earnings reports will be key in giving investors that guidance.,1,1,corrected,0.19814814814814816,0.5,0.28614718614718615,0.47058823529411764
+"The upcoming second-quarter earnings season will be particularly important in offering investors guidance, they say.",They say second-quarter earnings reports will be key in giving investors that guidance.,"Second-quarter will be particularly important in offering investors guidance, they say.",They say second-quarter earnings reports will be key in giving investors that guidance.,1,1,corrected,0.19814814814814816,0.5,0.28614718614718615,0.47058823529411764
 "During her two days of meetings, Rocca will not meet the rebels since they are banned by the United States as a ""terrorist organisation"".","During her two-day visit, Rocca will not meet the rebels since the United States has banned them as a ""terrorist organisation"".","During her two days of meetings, Rocca will not meet the rebels since they are banned by the United States as a ""terrorist organisation"".","During her her two days visit, Rocca will not meet the rebels since the United States has banned them as a ""terrorist organisation"".",1,1,corrected,0.03645428645428645,0.24,0.039076664076664075,0.24
 "During her two days of meetings, Rocca will not meet the rebels since they are banned by the United States as a ""terrorist organisation"".","During her two-day visit, Rocca will not meet the rebels since the United States has banned them as a ""terrorist organisation"".","During two-day of meetings, Rocca will not meet the rebels since they are banned by the United States as a ""terrorist organisation"".","During her two-day visit, Rocca will not meet the rebels since the United States has banned them as a ""terrorist organisation"".",1,1,corrected,0.03645428645428645,0.24,0.03995078995078996,0.28
 "Nationally, the federal Centers for Disease Control and Prevention recorded 4,156 cases of West Nile, including 284 deaths.","There were 293 human cases of West Nile in Indiana in 2002, including 11 deaths statewide.","Nationally, the federal Centers for Disease Control and Prevention recorded 4,156 cases of West Nile, including 284 deaths.","There were 293 human cases of West Nile in Indiana in 2002, including 11 deaths statewide.",0,0,no need to correct,0.2417279411764706,0.7777777777777778,0.2417279411764706,0.7777777777777778
@@ -130,8 +130,7 @@ She asked to be excused from last week's Cabinet session to prepare for a meetin
 "In a not-too-subtle swipe at Dean, he predicted Americans would not elect a Democrat ""who sounds an uncertain trumpet in these dangerous times.""","They will not elect as president a Democrat who sounds an uncertain trumpet in these dangerous times.""","In a not-too-subtle swipe at Dean, he predicted Americans would not elect a Democrat ""who sounds an uncertain trumpet in these dangerous times.""","They will not elect as president a Democrat who sounds an uncertain trumpet in these dangerous times.""",0,0,no need to correct,0.18481481481481474,0.5,0.18481481481481474,0.5
 The jury asked for transcripts of Quattrone's testimony about his role in the IPO allocation process.,The jury asked to have Mr. Quattrone's testimony about his role in the allocation of stock offerings read to them.,The jury asked for transcripts of Quattrone's testimony about his role in the IPO allocation process.,The jury asked to have Mr. Quattrone's testimony about his role in the allocation of stock offerings read to them.,1,1,no need to correct,0.1113984055160526,0.4782608695652174,0.1113984055160526,0.4782608695652174
 I have no doubt whatever that the evidence of Iraqi weapons of mass destruction will be there.,"""I have said throughout ... I have absolutely no doubt about the existence of weapons of mass destruction.",I have no doubt whatever that the evidence of Iraqi weapons of mass destruction will be there.,"""I have said throughout ... I have absolutely no doubt about the existence of weapons of mass destruction.",1,0,can't correct,0.20975232198142413,0.5714285714285714,0.20975232198142413,0.5714285714285714
-Albertsons and Kroger's Ralphs chain locked out their workers in response.,Kroger's Ralphs chain and Albertsons immediately locked out their grocery workers in a show of solidarity.,Albertsons and Kroger's Ralphs chain locked out their workers in response.,Kroger's Ralphs chain and Albertsons immediately locked out their grocery workers in a show of solidarity.,1,1,corrected,0.13948306595365417,0.4736842105263158,0.13948306595365417,0.4736842105263158
-Albertsons and Kroger's Ralphs chain locked out their workers in response.,Kroger's Ralphs chain and Albertsons immediately locked out their grocery workers in a show of solidarity.,Albertsons and Kroger Ralphs chain locked out their workers in response.,Kroger Ralphs chain and Albertsons immediately locked out their grocery workers in a show of solidarity.,1,1,corrected,0.13948306595365417,0.4736842105263158,0.12840909090909092,0.5
+Albertsons and Kroger's Ralphs chain locked out their workers in response.,Kroger's Ralphs chain and Albertsons immediately locked out their grocery workers in a show of solidarity.,Albertsons and Kroger's Ralphs chain locked out their workers in response.,Kroger's Ralphs chain and Albertsons immediately locked out their grocery workers in a show of solidarity.,1,1,no need to correct,0.13948306595365417,0.4736842105263158,0.13948306595365417,0.4736842105263158
 It later emerged that he had broken his right thigh and bones in his right wrist and elbow.,Tour doctors later confirmed that he had broken his right leg near the hip and also sustained wrist and elbow fractures.,It later emerged that he had broken his right thigh and bones in his right wrist and elbow.,Tour doctors later confirmed that he had broken his right leg near the hip and also sustained wrist and elbow fractures.,1,1,no need to correct,0.052669552669552665,0.6,0.052669552669552665,0.6
 "Court Judge Robert Sweet said the plaintiffs failed ""to draw an adequate casual connection between the consumption of McDonald's food and their alleged injuries.""","The judge in U.S. District Court in Manhattan said the plaintiffs had failed ""to draw an adequate casual connection between the consumption of McDonald's food and their alleged injuries.""","Court Judge Robert Sweet said the plaintiffs failed ""to draw an adequate casual connection between the consumption of McDonald's food and their alleged injuries.""","The judge in U.S. District Court in Manhattan said the plaintiffs had failed ""to draw an adequate casual connection between the consumption of McDonald's food and their alleged injuries.""",1,0,can't correct,0.06782575147611382,0.30000000000000004,0.06782575147611382,0.30000000000000004
 "A neighbor said a duffel bag containing a woman's body was dug up, and the other body was encased in concrete.","A neighbor said a woman's body was dug up in a duffel bag, and the other was encased in concrete.","A neighbor said a duffel bag containing a woman's body was dug up, and the other body was encased in concrete.","A neighbor said a woman's body was dug up in a duffel bag, and the other was encased in concrete.",1,1,no need to correct,0.1176236044657097,0.05555555555555558,0.1176236044657097,0.05555555555555558
@@ -166,15 +165,14 @@ The respected medical journal Lancet has called for a complete ban on tobacco in
 Coca-Cola said it expected its write-down to cut a quarter of a penny per share from second-quarter earnings.,"The write-down will cut a quarter of a penny per share from second-quarter earnings, according to Coca-Cola.",Coca-Cola said it expected its write-down to cut a quarter of a penny per share from second-quarter earnings.,"The write-down will cut a quarter of a penny per share from second-quarter earnings, according to Coca-Cola.",1,1,no need to correct,0.30310457516339867,0.31818181818181823,0.30310457516339867,0.31818181818181823
 "The Defense Department statement said legal access for Hamdi was not required by domestic or international law and ""should not be treated as precedent.""","The Pentagon statement said that allowing Hamdi access to a lawyer ""is not required by domestic or international law and should not be treated as a precedent.""","The Defense Department statement said legal access for Hamdi was not required by domestic or international law and ""should not be treated as precedent.""","The Defense Department statement said that allowing Hamdi access to a lawyer ""is not required by domestic or international law and should not be treated as a precedent.""",1,1,corrected,0.03860114477174368,0.4137931034482759,0.0382173382173382,0.3214285714285714
 "The Defense Department statement said legal access for Hamdi was not required by domestic or international law and ""should not be treated as precedent.""","The Pentagon statement said that allowing Hamdi access to a lawyer ""is not required by domestic or international law and should not be treated as a precedent.""","The Pentagon statement said legal access for Hamdi was not required by domestic or international law and ""should not be treated as precedent.""","The Pentagon statement said that allowing Hamdi access to a lawyer ""is not required by domestic or international law and should not be treated as a precedent.""",1,1,corrected,0.03860114477174368,0.4137931034482759,0.04172413793103449,0.33333333333333337
-"Clijsters was simply too complete and powerful for the Spanish veteran Conchita Martínez in her quarterfinal, winning, 6-2, 6-1.","Clijsters was simply too powerful for Spanish veteran Conchita Martinez, winning 6-2, 6-1.","Clijsters was simply too complete and powerful for the Spanish veteran Conchita Martinez in her quarterfinal, winning, 6-2, 6-1.","Clijsters was simply too powerful for Spanish veteran Conchita Martinez, winning 6-2, 6-1.",1,1,corrected,0.03302125506072876,0.38095238095238093,0.03179328411526555,0.30000000000000004
 "Clijsters was simply too complete and powerful for the Spanish veteran Conchita Martínez in her quarterfinal, winning, 6-2, 6-1.","Clijsters was simply too powerful for Spanish veteran Conchita Martinez, winning 6-2, 6-1.","Clijsters was simply too complete and powerful for the Spanish veteran Conchita Martínez in her quarterfinal, winning, 6-2, 6-1.","Clijsters was simply too powerful for Spanish veteran Conchita Martínez, winning 6-2, 6-1.",1,1,corrected,0.03302125506072876,0.38095238095238093,0.03179328411526555,0.30000000000000004
+"Clijsters was simply too complete and powerful for the Spanish veteran Conchita Martínez in her quarterfinal, winning, 6-2, 6-1.","Clijsters was simply too powerful for Spanish veteran Conchita Martinez, winning 6-2, 6-1.","Clijsters was simply too complete and powerful for the Spanish veteran Conchita Martinez in her quarterfinal, winning, 6-2, 6-1.","Clijsters was simply too powerful for Spanish veteran Conchita Martinez, winning 6-2, 6-1.",1,1,corrected,0.03302125506072876,0.38095238095238093,0.03179328411526555,0.30000000000000004
 "City Councilman Cedric Wilson said those killed were Cpl. James Crump, Officer Arnold Strickland and dispatcher Ace Mealer.","Fayette City Councilman Cedric Wilson identified the dead as Cpl. James Crump, Officer Arnold Strickland and dispatcher Ace Mealer.","City Councilman Cedric Wilson said those killed were Cpl. James Crump, Officer Arnold Strickland and dispatcher Ace Mealer.","Fayette City Councilman Cedric Wilson identified the dead as Cpl. James Crump, Officer Arnold Strickland and dispatcher Ace Mealer.",1,0,can't correct,0.021800595238095223,0.3913043478260869,0.021800595238095223,0.3913043478260869
 "But, to the dismay of Reaganites, there is no mention of the Reagan-era economic boom.",But there is no mention of the economic recovery or the creation of wealth during his administration.,"But, to the dismay of Reaganites, there is no mention of the Reagan-era economic boom.",But there is no mention of the economic recovery or the creation of wealth during his administration.,0,0,no need to correct,0.23254213966288273,0.6190476190476191,0.23254213966288273,0.6190476190476191
 The interview came a day after a report in the British press that he had been taken into custody.,The interview Thursday came a day after Britain's Daily Mirror reported Sahhaf had been taken into custody.,The interview came a day after a report in the British press that he had been taken into custody.,The interview Thursday came a day after Britain's Daily Mirror reported Sahhaf had been taken into custody.,1,0,can't correct,0.06185335132703554,0.4782608695652174,0.06185335132703554,0.4782608695652174
 Lay had argued that handing over the documents would be a violation of his Fifth Amendment rights against self-incrimination.,"Lay had refused to turn over the papers, asserting his Fifth Amendment right against self-incrimination.",Lay had argued that handing over the documents would be a violation of his Fifth Amendment rights against self-incrimination.,"Lay had refused to turn over the papers, asserting his Fifth Amendment right against self-incrimination.",1,1,no need to correct,0.029304029304029294,0.56,0.029304029304029294,0.56
 """I don't know whether that means two years or four years.","""Whether that means two years or four years, I don't know.""","""I don't know whether that means two years or four years.","""Whether that means two years or four years, I don't know.""",1,1,no need to correct,0.401577909270217,0.0,0.401577909270217,0.0
-Walker said he expects that the president's budget will include a request for three percent to five percent budget increases for NASA for each of the next five years.,Walker said he expects that the president’s budget will include a request for 3 to 5 percent budget increases for NASA for each of the next five years.,Walker said he expects that the president's budget will include a request for three percent to five percent budget increases for NASA for next five years.,Walker said he expects that the president’s budget will include a request for three percent to five percent budget increases for NASA for next five years.,1,1,corrected,0.01657504581042812,0.18518518518518523,0.0,0.08695652173913049
-Walker said he expects that the president's budget will include a request for three percent to five percent budget increases for NASA for each of the next five years.,Walker said he expects that the president’s budget will include a request for 3 to 5 percent budget increases for NASA for each of the next five years.,Walker said he expects that the president's budget will include a request for 3 to 5 percent budget increases for NASA for next five years.,Walker said he expects that the president’s budget will include a request for 3 to 5 percent budget increases for NASA for next five years.,1,1,corrected,0.01657504581042812,0.18518518518518523,0.0,0.08333333333333337
+Walker said he expects that the president's budget will include a request for three percent to five percent budget increases for NASA for each of the next five years.,Walker said he expects that the president’s budget will include a request for 3 to 5 percent budget increases for NASA for each of the next five years.,Walker said he expects that the president's budget will include a request for three percent to five percent budget increases for NASA for each of the next five years.,Walker said he expects that the president’s budget will include a request for 3 to 5 percent budget increases for NASA for each of the next five years.,1,1,no need to correct,0.01657504581042812,0.18518518518518523,0.01657504581042812,0.18518518518518523
 "Shares in BA were down 1.5 percent at 168 pence by 1420 GMT, off a low of 164p, in a slightly stronger overall London market.","Shares in BA were down three percent at 165-1/4 pence by 0933 GMT, off a low of 164 pence, in a stronger market.","Shares in BA were down 1.5 percent at 168 pence by 1420 GMT, off a low of 164p, in a slightly stronger overall London market.","Shares in BA were down three percent at 165-1/4 pence by 0933 GMT, off a low of 164 pence, in a stronger market.",1,0,can't correct,0.05246913580246913,0.4285714285714286,0.05246913580246913,0.4285714285714286
 "Amnesty International has said that over the past 20 years it has collected information about 17,000 disappearances in Iraq but the actual figure may be much higher.","Amnesty International said that over the past 20 years it had collected information about 17,000 disappearances in Iraq.","Amnesty International has said that over the past 20 years it has collected information about 17,000 disappearances in Iraq but the actual figure may be much higher.","Amnesty International said that over the past 20 years it had collected information about 17,000 disappearances in Iraq.",0,0,no need to correct,0.13742690058479531,0.28,0.13742690058479531,0.28
 Both have said they are willing to take the slim chance of success for the opportunity to lead separate lives.,Twenty-nine-year-old Iranian sisters Ladan and Laleh Bijani are willing to accept the slim chance of success just for an opportunity to lead separate lives.,Both have said they are willing to take the slim chance of success for the opportunity to lead separate lives.,Twenty-nine-year-old Iranian sisters Ladan and Laleh Bijani are willing to accept the slim chance of success just for an opportunity to lead separate lives.,1,0,can't correct,0.10952380952380955,0.5806451612903225,0.10952380952380955,0.5806451612903225
@@ -190,7 +188,7 @@ The State Court of Appeals did not explain the reason for keeping the lower cour
 Another said its members would continue to call the more than 50 million phone numbers on the Federal Trade Commission's list.,"Meantime, the Direct Marketing Association said its members should not call the nearly 51 million numbers on the list.",Another said its members would continue to call the more than 50 million phone numbers on the Federal Trade Commission's list.,"Meantime, the Direct Marketing Association said its members should not call the nearly 51 million numbers on the list.",0,0,no need to correct,0.17378787878787882,0.6896551724137931,0.17378787878787882,0.6896551724137931
 "Stock futures were mixed in early Thursday trading, but trading below fair value, pointing to a lower open for the major market indexes.","Stock futures were trading lower early on Thursday, below fair value, pointing to a lower open.","Stock futures were mixed in early Thursday trading, but trading below fair value, pointing to a lower open for the major market indexes.","Stock futures were trading lower early on Thursday, below fair value, pointing to a lower open.",1,1,no need to correct,0.09644444444444446,0.48,0.09644444444444446,0.48
 "Worldwide, 7,183 SARS cases and 514 deaths have been reported in 30 countries.","Taiwan reported 22 new cases, for a total of 360 with 13 deaths.","Worldwide, 7,183 SARS cases and 514 deaths have been reported in 30 countries.","Taiwan reported 22 new cases, for a total of 360 with 13 deaths.",0,0,no need to correct,0.27142857142857146,0.8695652173913043,0.27142857142857146,0.8695652173913043
-SCO says the pricing terms for a license will not be announced for weeks.,"Details on pricing will be announced within a few weeks, McBride said.",McBride says the pricing terms for a license will not be announced for weeks.,"Details on pricing will be announced within weeks, McBride said.",1,1,corrected,0.3008241758241758,0.6111111111111112,0.37012987012987014,0.5625
+SCO says the pricing terms for a license will not be announced for weeks.,"Details on pricing will be announced within a few weeks, McBride said.",SCO says the pricing terms for a license will not be announced for a few weeks.,"Details on pricing will be announced within a few weeks, SCO said.",1,1,corrected,0.3008241758241758,0.6111111111111112,0.33533653846153844,0.47058823529411764
 SCO says the pricing terms for a license will not be announced for weeks.,"Details on pricing will be announced within a few weeks, McBride said.",SCO says the pricing terms for a license will not be announced for weeks.,"Details on pricing will be announced within weeks, SCO said.",1,1,corrected,0.3008241758241758,0.6111111111111112,0.37012987012987014,0.5625
 Further estimates show that it is the fourth most common cause of cancer in men and the eighth most common in women.,Bladder cancer is the fourth most common cancer in American men and the eighth in women.,Further estimates show that it is the fourth most common cause of cancer in men and the eighth most common in women.,Bladder cancer is the fourth most common cancer in American men and the eighth in women.,1,0,can't correct,0.09966856060606061,0.44999999999999996,0.09966856060606061,0.44999999999999996
 "The new bill would have Medicare cover 95 percent of drug costs over $5,100.","Above that, seniors would be responsible for 100 percent of drug costs until the out-of-pocket total reaches $3,600.","The new bill would have Medicare cover 95 percent of drug costs over $5,100.","Above that, seniors would be responsible for 100 percent of drug costs until the out-of-pocket total reaches $3,600.",0,0,no need to correct,0.17656249999999996,0.7777777777777778,0.17656249999999996,0.7777777777777778
@@ -234,7 +232,7 @@ David Brame fatally shot his wife and then himself on April 26 in a Gig Harbor s
 """I just hope that this event doesn't tarnish his career or take away from what he's done.""","""But I just hope that this event, whatever it was, doesn't tarnish his career or take away all that Sammy Sosa's done.","""I just hope that this event doesn't tarnish his career or take away from what he's done.""","""But I just hope that this event, whatever it was, doesn't tarnish his career or take away all that Sammy Sosa's done.",1,0,can't correct,0.13574735449735448,0.46153846153846156,0.13574735449735448,0.46153846153846156
 "Robert B. Willumstad, 57, Citigroup's president, was named chief operating officer.","And Robert B. Willumstad, 57, who is currently president of Citigroup, was named chief operating officer.","Robert B. Willumstad, 57, Citigroup's president, was named chief operating officer.","And Robert B. Willumstad, 57, who is currently president of Citigroup, was named chief operating officer.",1,1,no need to correct,0.05335132703553754,0.3125,0.05335132703553754,0.3125
 The service is deploying Cisco's BTS 10200 Softswitch cable modem termination system and MGXR 8850 voice gateway products.,"This solution includes the BTS 10200 soft switch, uBR7246VXR cable modem termination system and MGX 8850 voice gateway products.",The service is deploying Cisco's BTS 10200 Softswitch cable modem termination system and MGXR 8850 voice gateway products.,"This solution includes the BTS 10200 soft switch, uBR7246VXR cable modem termination system and MGX 8850 voice gateway products.",1,0,can't correct,0.03967611336032389,0.5384615384615384,0.03967611336032389,0.5384615384615384
-"Last year, there were shortages of shots for diphtheria-tetanus-whooping cough, measles-mumps-rubella, pneumococcal disease, tetanus and chicken pox nationally.","In the past two years scientists say there have been vaccine shortages for diphtheria-tetanus-whooping cough, measles-mumps-rubella, pneumococcal disease, tetanus and chicken pox.","past two years, there were shortages of shots for diphtheria-tetanus-whooping cough, measles-mumps-rubella, pneumococcal disease, tetanus and chicken pox nationally.","In the past two years scientists say there have been vaccine shortages for diphtheria-tetanus-whooping cough, measles-mumps-rubella, pneumococcal disease, tetanus and chicken pox.",1,1,corrected,0.07833333333333334,0.4137931034482759,0.06297209632986757,0.3214285714285714
+"Last year, there were shortages of shots for diphtheria-tetanus-whooping cough, measles-mumps-rubella, pneumococcal disease, tetanus and chicken pox nationally.","In the past two years scientists say there have been vaccine shortages for diphtheria-tetanus-whooping cough, measles-mumps-rubella, pneumococcal disease, tetanus and chicken pox.","Past two years, there were shortages of shots for diphtheria-tetanus-whooping cough, measles-mumps-rubella, pneumococcal disease, tetanus and chicken pox nationally.","In the past two years scientists say there have been vaccine shortages for diphtheria-tetanus-whooping cough, measles-mumps-rubella, pneumococcal disease, tetanus and chicken pox.",1,1,corrected,0.07833333333333334,0.4137931034482759,0.06297209632986757,0.3214285714285714
 "Last year, there were shortages of shots for diphtheria-tetanus-whooping cough, measles-mumps-rubella, pneumococcal disease, tetanus and chicken pox nationally.","In the past two years scientists say there have been vaccine shortages for diphtheria-tetanus-whooping cough, measles-mumps-rubella, pneumococcal disease, tetanus and chicken pox.","Last year, there were shortages of shots for diphtheria-tetanus-whooping cough, measles-mumps-rubella, pneumococcal disease, tetanus and chicken pox nationally.","In the Last year scientists say there have been vaccine shortages for diphtheria-tetanus-whooping cough, measles-mumps-rubella, pneumococcal disease, tetanus and chicken pox.",1,1,corrected,0.07833333333333334,0.4137931034482759,0.066046626984127,0.33333333333333337
 County Judge Tim Harley declared a mistrial because the jury could not reach a verdict.,Judge Tim Harley declared a mistrial in the Adrian McPherson gambling trial today after the jury was unable to reach a verdict.,County Judge Tim Harley declared a mistrial because the jury could not reach a verdict.,Judge Tim Harley declared a mistrial in the Adrian McPherson gambling trial today after the jury was unable to reach a verdict.,1,0,can't correct,0.08994490358126722,0.5833333333333333,0.08994490358126722,0.5833333333333333
 "Mr. Pingeon is director of litigation for Massachusetts Correctional Legal Services, a prisoners' rights group.","Pingeon said an attorney for his organization, Massachusetts Correctional Legal Services, interviewed Assan Tuesday.","Mr. Pingeon is director of litigation for Massachusetts Correctional Legal Services, a prisoners' rights group.","Pingeon said an attorney for his organization, Massachusetts Correctional Legal Services, interviewed Assan Tuesday.",0,0,no need to correct,0.08662683823529413,0.7391304347826086,0.08662683823529413,0.7391304347826086
@@ -379,8 +377,7 @@ He said the FDA was hoping Congress and the courts would bring clarity to the si
 Squyres is principal investigator for the Athena payload - a collection of science instruments carted by each rover.,"Steve Squyres, a Cornell University scientist, is principal investigator for the missions' science instruments.",Squyres is principal investigator for the Athena payload - a collection of science instruments carted by each rover.,"Steve Squyres, a Cornell University scientist, is principal investigator for the missions' science instruments.",1,0,can't correct,0.3184458968772695,0.6521739130434783,0.3184458968772695,0.6521739130434783
 The appeals court judges were in sharp disagreement over what should be done when they ruled in February.,The appellate judges were in sharp disagreement when they ruled in February.,The appeals court judges were in sharp disagreement over what should be done when they ruled in February.,The appellate judges were in sharp disagreement when they ruled in February.,1,1,no need to correct,0.07323232323232323,0.4117647058823529,0.07323232323232323,0.4117647058823529
 "Bremer, 61, is a onetime assistant to former Secretaries of State William P. Rogers and Henry Kissinger and was ambassador-at-large for counterterrorism from 1986 to 1989.","Bremer, 61, is a former assistant to former Secretaries of State William P. Rogers and Henry Kissinger.","Bremer, 61, is a onetime assistant to former Secretaries of State William P. Rogers and Henry Kissinger and was ambassador-at-large for counterterrorism from 1986 to 1989.","Bremer, 61, is a former assistant to former Secretaries of State William P. Rogers and Henry Kissinger.",0,0,no need to correct,0.20472404970760236,0.36,0.20472404970760236,0.36
-"Another is investor disenchantment with US investments, leading them to pull out of US assets - selling dollars as they do so and driving the dollar exchange rate down.","Another is investor disenchantment with U.S. investments, leading them to pull out of U.S. assets--selling dollars as they do so, and driving its exchange rate down.","Another is investor disenchantment with US investments, leading them to pull out of US assets - selling dollars as they do so and driving the dollar exchange rate down.","Another is investor disenchantment with U.S. investments, leading them to pull out of U.S. assets--selling dollars as they do so, and driving its exchange rate down.",1,1,corrected,0.018666666666666668,0.14814814814814814,0.018666666666666668,0.14814814814814814
-"Another is investor disenchantment with US investments, leading them to pull out of US assets - selling dollars as they do so and driving the dollar exchange rate down.","Another is investor disenchantment with U.S. investments, leading them to pull out of U.S. assets--selling dollars as they do so, and driving its exchange rate down.","Another is investor disenchantment with US investments, leading them to pull out of US assets - selling dollars as they do so and driving the dollar exchange rate down.","Another is investor disenchantment with U.S. investments, leading them to pull out of U.S. assets--selling dollars as they do so, and driving its exchange rate down.",1,1,corrected,0.018666666666666668,0.14814814814814814,0.018666666666666668,0.14814814814814814
+"Another is investor disenchantment with US investments, leading them to pull out of US assets - selling dollars as they do so and driving the dollar exchange rate down.","Another is investor disenchantment with U.S. investments, leading them to pull out of U.S. assets--selling dollars as they do so, and driving its exchange rate down.","Another is investor disenchantment with US investments, leading them to pull out of US assets - selling dollars as they do so and driving the dollar exchange rate down.","Another is investor disenchantment with U.S. investments, leading them to pull out of U.S. assets--selling dollars as they do so, and driving its exchange rate down.",1,1,no need to correct,0.018666666666666668,0.14814814814814814,0.018666666666666668,0.14814814814814814
 Mr Morse is charged with assault and Mr Darvish is charged with filing a false report.,His partner Bijan Darvish is charged with filing a false police report.,Mr Morse is charged with assault and Mr Darvish is charged with filing a false report.,His partner Bijan Darvish is charged with filing a false police report.,0,0,no need to correct,0.15162037037037038,0.5,0.15162037037037038,0.5
 "The best-performing stock was Altria Group Inc., which rose more than 27 percent to close at $42.31 a share.","Altria Group Inc. MO.N fell 50 cents, or 1.2 percent, to $41.81.","The best-performing stock was Altria Group Inc., which rose more than 27 percent to close at $42.31 a share.","Altria Group Inc. MO.N fell 50 cents, or 1.2 percent, to $41.81.",0,0,no need to correct,0.13514492753623186,0.8148148148148149,0.13514492753623186,0.8148148148148149
 """Whatever has happened to you by way of punishment is certainly more than enough,"" Covello told the 49-year-old, whose family, friends and supporters filled half the courtroom.","""What has happened to you, sir, by way of punishment, is certainly more than enough,"" Covello said.","""Whatever has happened to you by way of punishment is certainly more than enough,"" Covello told the 49-year-old, whose family, friends and supporters filled half the courtroom.","""What has happened to you, sir, by way of punishment, is certainly more than enough,"" Covello said.",0,0,no need to correct,0.22223998294970163,0.5483870967741935,0.22223998294970163,0.5483870967741935
@@ -429,7 +426,7 @@ Retailers J.C. Penney Co. Inc.JCP.N and Walgreen Co.WAG.N kick things off early
 """I have lots of bad dreams, I have flashbacks, I have lots of anger.","""I have lots of bad dreams, flashbacks and lots of anger.""","""I have lots of bad dreams, I have flashbacks, I have lots of anger.","""I have lots of bad dreams, flashbacks and lots of anger.""",1,1,no need to correct,0.1608097784568373,0.11111111111111116,0.1608097784568373,0.11111111111111116
 "The Nasdaq Composite Index rose 19.67, or 1.3 percent, to 1523.71, its highest since June 18.",The S&P 500 had climbed 16 percent since its March low and yesterday closed at its highest since Dec. 2.,"The Nasdaq Composite Index rose 19.67, or 1.3 percent, to 1523.71, its highest since June 18.",The S&P 500 had climbed 16 percent since its March low and yesterday closed at its highest since Dec. 2.,0,0,no need to correct,0.10153508771929824,0.8275862068965517,0.10153508771929824,0.8275862068965517
 "The American decision provoked an angry reaction from the European Commission, which described the move as ""legally unwarranted, economically unfounded and politically unhelpful"".","The European Commission, the EU's powerful executive body, described the move as ""legally unwarranted, economically unfounded and politically unhelpful.""","The American decision provoked an angry reaction from the European Commission, which described the move as ""legally unwarranted, economically unfounded and politically unhelpful"".","The European Commission, the EU's powerful executive body, described the move as ""legally unwarranted, economically unfounded and politically unhelpful.""",1,0,can't correct,0.06498456790123455,0.5,0.06498456790123455,0.5
-"The petition alleges that Huletts unfair sales have damaged the U.S. industry, sending market prices below sustainable levels.","Those unfair sales have damaged the US industry by eroding market prices below sustainable levels, says Alcoa.","The petition alleges that Huletts unfair sales have damaged the U.S. industry, sending market prices below sustainable levels.","Those unfair sales have damaged the US industry by eroding market prices below sustainable levels, says Huletts.",1,1,corrected,0.1783625730994152,0.5217391304347826,0.2180451127819549,0.4545454545454546
+"The petition alleges that Huletts unfair sales have damaged the U.S. industry, sending market prices below sustainable levels.","Those unfair sales have damaged the US industry by eroding market prices below sustainable levels, says Alcoa.","The petition alleges that Alcoa unfair sales have damaged the U.S. industry, sending market prices below sustainable levels.","Those unfair sales have damaged the US industry by eroding market prices below sustainable levels, says Alcoa.",1,1,corrected,0.1783625730994152,0.5217391304347826,0.2180451127819549,0.4545454545454546
 "The petition alleges that Huletts unfair sales have damaged the U.S. industry, sending market prices below sustainable levels.","Those unfair sales have damaged the US industry by eroding market prices below sustainable levels, says Alcoa.","The petition alleges that Alcoa unfair sales have damaged the U.S. industry, sending market prices below sustainable levels.","Those unfair sales have damaged the US industry by eroding market prices below sustainable levels, says Alcoa.",1,1,corrected,0.1783625730994152,0.5217391304347826,0.2180451127819549,0.4545454545454546
 "Australia,Chile, Colombia, El Salvador, Honduras, Mexico, New Zealand, Peru and Uruguay will also support the challenge.","Nine other countries, including Australia, Chile, Colombia, El Salvador and Mexico, are supporting the case.","Australia,Chile, Colombia, El Salvador, Honduras, Mexico, New Zealand, Peru and Uruguay will also support the challenge.","Nine other countries, including Australia, Chile, Colombia, El Salvador and Mexico, are supporting the case.",1,0,can't correct,0.16385281385281383,0.6086956521739131,0.16385281385281383,0.6086956521739131
 Gateway will release new Profile 4 systems with the new Intel technology on Wednesday.,"Gateway's all-in-one PC, the Profile 4, also now features the new Intel technology.",Gateway will release new Profile 4 systems with the new Intel technology on Wednesday.,"Gateway's all-in-one PC, the Profile 4, also now features the new Intel technology.",1,0,can't correct,0.19336734693877553,0.7272727272727273,0.19336734693877553,0.7272727272727273
@@ -459,8 +456,7 @@ The monkeys could track their progress by watching a schematic representation of
 "As a result, 24 players broke par in the first round.","Twenty-four players broke par in the first round, the third highest figure in U.S. Open history.","As a result, 24 players broke par in the first round.","Twenty-four players broke par in the first round, the third highest figure in U.S. Open history.",0,0,no need to correct,0.2792397660818714,0.631578947368421,0.2792397660818714,0.631578947368421
 "Magner, who is 54 and known as Marge, has been the consumer group's chief operating officer since April 2002, and sits on Citigroup's management committee.","She has been the consumer unit's chief operating officer since April 2002, and sits on Citigroup's management committee.","Magner, who is 54 and known as Marge, has been the consumer group's chief operating officer since April 2002, and sits on Citigroup's management committee.","She has been the consumer unit's chief operating officer since April 2002, and sits on Citigroup's management committee.",1,0,can't correct,0.154469507101086,0.34615384615384615,0.154469507101086,0.34615384615384615
 "The Nasdaq composite index advanced 20.59, or 1.3 percent, to 1,616.50, after gaining 5.7 percent last week.","The technology-laced Nasdaq Composite Index <.IXIC> climbed 19.11 points, or 1.2 percent, to 1,615.02.","The Nasdaq composite index advanced 20.59, or 1.3 percent, to 1,616.50, after gaining 5.7 percent last week.","The technology-laced Nasdaq Composite Index <.IXIC> climbed 19.11 points, or 1.2 percent, to 1,615.02.",0,0,no need to correct,0.1738095238095238,0.8076923076923077,0.1738095238095238,0.8076923076923077
-"Closed sessions are routinely held at the United Nations tribunal that deals with Balkan war crimes, but usually to protect witnesses's safety.","Closed sessions are routinely held at the U.N. tribunal that deals with Balkan war crimes, but they are usually closed to protect witnesses who fear for their safety.","Closed sessions are routinely held at the United Nations tribunal that deals with Balkan war crimes, but usually to protect witnesses's safety.","Closed sessions are routinely held at the U.N. tribunal that deals with Balkan war crimes, but they are usually closed to protect witnesses who fear for their safety.",1,1,corrected,0.085880355276907,0.33333333333333337,0.085880355276907,0.33333333333333337
-"Closed sessions are routinely held at the United Nations tribunal that deals with Balkan war crimes, but usually to protect witnesses's safety.","Closed sessions are routinely held at the U.N. tribunal that deals with Balkan war crimes, but they are usually closed to protect witnesses who fear for their safety.","Closed sessions are routinely held at the United Nations tribunal that deals with Balkan war crimes, but usually to protect witnesses's safety.","Closed sessions are routinely held at the U.N. tribunal that deals with Balkan war crimes, but they are usually closed to protect witnesses who fear for their safety.",1,1,corrected,0.085880355276907,0.33333333333333337,0.085880355276907,0.33333333333333337
+"Closed sessions are routinely held at the United Nations tribunal that deals with Balkan war crimes, but usually to protect witnesses's safety.","Closed sessions are routinely held at the U.N. tribunal that deals with Balkan war crimes, but they are usually closed to protect witnesses who fear for their safety.","Closed sessions are routinely held at the United Nations tribunal that deals with Balkan war crimes, but usually to protect witnesses's safety.","Closed sessions are routinely held at the U.N. tribunal that deals with Balkan war crimes, but they are usually closed to protect witnesses who fear for their safety.",1,1,no need to correct,0.085880355276907,0.33333333333333337,0.085880355276907,0.33333333333333337
 "Although it's unclear whether Sobig was to blame, The New York Times also asked employees at its headquarters yesterday to shut down their computers because of ""system difficulties.""","The New York Times asked employees at its headquarters to shut down their computers yesterday because of ""computing system difficulties.""","Although it's unclear whether Sobig was to blame, The New York Times also asked employees at its headquarters yesterday to shut down their computers because of ""system difficulties.""","The New York Times asked employees at its headquarters to shut down their computers yesterday because of ""computing system difficulties.""",1,0,can't correct,0.1865530303030303,0.3214285714285714,0.1865530303030303,0.3214285714285714
 "The incubation period in cattle is four to five years, said Stephen Sundlof of the U.S. Food and Drug Administration.","The incubation period in cattle is four to five years, said Dr. Stephen Sundlof of the Food and Drug Administration (news - web sites).","The incubation period in cattle is four to five years, said Stephen Sundlof of the U.S. Food and Drug Administration.","The incubation period in cattle is four to five years, said Dr. Stephen Sundlof of the U.S. Food and Drug Administration (news - web sites).",1,1,corrected,0.0921957671957672,0.21739130434782605,0.10034013605442173,0.17391304347826086
 "The incubation period in cattle is four to five years, said Stephen Sundlof of the U.S. Food and Drug Administration.","The incubation period in cattle is four to five years, said Dr. Stephen Sundlof of the Food and Drug Administration (news - web sites).","The incubation period in cattle is four to five years, said Stephen Sundlof of the Food and Drug Administration.","The incubation period in cattle is four to five years, said Dr. Stephen Sundlof of the Food and Drug Administration (news - web sites).",1,1,corrected,0.0921957671957672,0.21739130434782605,0.10439814814814816,0.18181818181818177
@@ -515,8 +511,7 @@ The new research will be published soon in the Proceedings of the National Acade
 "Jackson's visit came after a relatively peaceful night in Benton Harbor, which sits in southwestern Michigan about 100 miles northeast of Chicago.","Jackson's visit followed a relatively peaceful night Thursday in Benton Harbor, about 100 miles northeast of Chicago.","Jackson's visit came after a relatively peaceful night in Benton Harbor, which sits in southwestern Michigan about 100 miles northeast of Chicago.","Jackson's visit followed a relatively peaceful night Thursday in Benton Harbor, about 100 miles northeast of Chicago.",1,0,can't correct,0.04580896686159844,0.33333333333333337,0.04580896686159844,0.33333333333333337
 The attacks came as Mr Sharon faced down the hardline central committee of his Likud party in Jerusalem.,News of the Hebron incident filtered out as Mr Sharon was facing the hardline central committee of his Likud Party in Jerusalem.,The attacks came as Mr Sharon faced down the hardline central committee of his Likud party in Jerusalem.,News of the Hebron incident filtered out as Mr Sharon was facing the hardline central committee of his Likud Party in Jerusalem.,1,0,can't correct,0.09938672438672437,0.45833333333333337,0.09938672438672437,0.45833333333333337
 "The third appointment was to a new job, executive vice president and chief staff officer.","Bruce N. Hawthorne, 53, was named executive vice president and chief staff officer.","The third appointment was to a new job, executive vice president and chief staff officer.","Bruce N. Hawthorne, 53, was named executive vice president and chief staff officer.",0,0,no need to correct,0.05625,0.6,0.05625,0.6
-"The hearing occurred a day after the Pentagon for the first time singled out an officer, Dallager, for not addressing the scandal.",The hearing came one day after the Pentagon for the first time singled out an officer - Dallager - for failing to address the scandal.,"The hearing occurred a day after the Pentagon for the first time singled out an officer, Dallager, for not addressing the scandal.",The hearing came one day after the Pentagon for the first time singled out an officer - Dallager - for failing to address the scandal.,1,1,corrected,0.012638888888888877,0.3913043478260869,0.012638888888888877,0.3913043478260869
-"The hearing occurred a day after the Pentagon for the first time singled out an officer, Dallager, for not addressing the scandal.",The hearing came one day after the Pentagon for the first time singled out an officer - Dallager - for failing to address the scandal.,"The hearing occurred a day after the Pentagon for the first time singled out an officer, Dallager, for not addressing the scandal.",The hearing came one day after the Pentagon for the first time singled out an officer - Dallager - for failing to address the scandal.,1,1,corrected,0.012638888888888877,0.3913043478260869,0.012638888888888877,0.3913043478260869
+"The hearing occurred a day after the Pentagon for the first time singled out an officer, Dallager, for not addressing the scandal.",The hearing came one day after the Pentagon for the first time singled out an officer - Dallager - for failing to address the scandal.,"The hearing occurred a day after the Pentagon for the first time singled out an officer, Dallager, for not addressing the scandal.",The hearing came one day after the Pentagon for the first time singled out an officer - Dallager - for failing to address the scandal.,1,1,no need to correct,0.012638888888888877,0.3913043478260869,0.012638888888888877,0.3913043478260869
 "SARS went on to claim the lives of 44 people in the Toronto area, including two nurses and a doctor.","The virus killed 44 people in the Toronto area, including one doctor and two nurses.","SARS went on to claim the lives of 44 people in the Toronto area, including two nurses and a doctor.","The virus killed 44 people in the Toronto area, including one doctor and two nurses.",1,0,can't correct,0.12408424908424907,0.5,0.12408424908424907,0.5
 "The World Health Organization — another Lilly partner, along with the Centers for Disease Control and Prevention and Purdue University — has declared TB a global emergency.",The World Health Organization -- which is participating in the initiative along with the Centers for Disease Control and Prevention and Purdue University -- has declared TB a global emergency.,"The World Health Organization — another Lilly partner, along with the Centers for Disease Control and Prevention and Purdue University — has declared TB a global emergency.",The World Health Organization -- which is participating in the initiative along with the Centers for Disease Control and Prevention and Purdue University -- has declared TB a global emergency.,1,0,can't correct,0.02037037037037037,0.2857142857142857,0.02037037037037037,0.2857142857142857
 Five Jordanian embassy staff were wounded but were in stable condition.,Some media reported that Jordanian embassy staff were killed in the attack.,Five Jordanian embassy staff were wounded but were in stable condition.,Some media reported that Jordanian embassy staff were killed in the attack.,0,0,no need to correct,0.14393939393939395,0.7058823529411764,0.14393939393939395,0.7058823529411764
@@ -625,8 +620,8 @@ The autopsy was ordered sealed at the request of both the prosecution and defens
 "Meanwhile, the U.S. civilian administrator for Iraq, L. Paul Bremer, paid a two-hour visit to the northern cities of Erbil and Sulaimaniyah.","Elsewhere in the north, the American administrator for Iraq, L. Paul Bremer III, paid a brief, low-profile visit to the cities of Erbil and Suleimaniya.","Meanwhile, the U.S. civilian administrator for Iraq, L. Paul Bremer, paid a two-hour visit to the northern cities of Erbil and Sulaimaniyah.","Elsewhere in the north, the American administrator for Iraq, L. Paul Bremer III, paid a brief, low-profile visit to the cities of Erbil and Suleimaniya.",1,0,can't correct,0.03641200938094607,0.5161290322580645,0.03641200938094607,0.5161290322580645
 "The lawsuit names Shelley, a Democrat, and registrars in Los Angeles, Orange and San Diego counties.","The lawsuit named Secretary of State Kevin Shelley, a Democrat, and the registrars of voters in Los Angeles, Orange and San Diego counties.","The lawsuit names Shelley, a Democrat, and registrars in Los Angeles, Orange and San Diego counties.","The lawsuit named Secretary of State Kevin Shelley, a Democrat, and the registrars of voters in Los Angeles, Orange and San Diego counties.",1,0,can't correct,0.07317218385329842,0.25,0.07317218385329842,0.25
 "The technology-laced Nasdaq Composite Index was off 11.64 points, or 0.60 percent, at 1,912.65.","The technology-laced Nasdaq Composite Index (.IXIC: Quote, Profile, Research) ended off 2.96 points, or 0.15 percent, at 1,921.33.","The technology-laced Nasdaq Composite Index was off 11.64 points, or 0.60 percent, at 1,912.65.","The technology-laced Nasdaq Composite Index (.IXIC: Quote, Profile, Research) ended off 2.96 points, or 0.15 percent, at 1,921.33.",1,0,can't correct,0.07605820105820109,0.5217391304347826,0.07605820105820109,0.5217391304347826
-"Additionally, the h2210’s cradle has room to charge a second battery.",The cradle for the h2200 has space for recharging a second battery.,"Additionally, the h2210’s cradle has room to charge a second battery.",The cradle for the h2210 has space for recharging a second battery.,1,1,corrected,0.07280219780219781,0.625,0.0765224358974359,0.5333333333333333
-"Additionally, the h2210’s cradle has room to charge a second battery.",The cradle for the h2200 has space for recharging a second battery.,"Additionally, the h2200’s cradle has room to charge a second battery.",The cradle for the h2200 has space for recharging a second battery.,1,1,corrected,0.07280219780219781,0.625,0.0765224358974359,0.5333333333333333
+"Additionally, the h2210’s cradle has room to charge a second battery.",The cradle for the h2200 has space for recharging a second battery.,"Additionally, the h2210's cradle has room to charge a second battery.",The cradle for the h2210 has space for recharging a second battery.,1,1,corrected,0.07280219780219781,0.625,0.0765224358974359,0.5333333333333333
+"Additionally, the h2210’s cradle has room to charge a second battery.",The cradle for the h2200 has space for recharging a second battery.,"Additionally, the h2200's cradle has room to charge a second battery.",The cradle for the h2200 has space for recharging a second battery.,1,1,corrected,0.07280219780219781,0.625,0.0765224358974359,0.5333333333333333
 He was taken to a hospital for precautionary X-rays on his neck.,"Harvey was taken to St. Luke's Hospital for precautionary neck X-rays, which came back negative.",He was taken to a hospital for precautionary X-rays on his neck.,"Harvey was taken to St. Luke's Hospital for precautionary neck X-rays, which came back negative.",0,0,no need to correct,0.06558061821219718,0.6956521739130435,0.06558061821219718,0.6956521739130435
 "Still, Jessica Biel (of ""7th Heaven"" fame) brings an athletic intensity to the role of Leatherface's last elusive victim.","Still, Jessica Biel (formerly of the WB’s “7th Heaven”) brings an athletic intensity to the role of Leatherface’s last elusive victim.","Still, Jessica Biel (of ""7th Heaven"" fame) brings an athletic intensity to the role of Leatherface's last elusive victim.","Still, Jessica Biel (formerly of the WB’s “7th Heaven”) brings an athletic intensity to the role of Leatherface’s last elusive victim.",1,0,can't correct,0.04314935064935065,0.2272727272727273,0.04314935064935065,0.2272727272727273
 Police and officials said about 200 people were rescued by fishing boats or managed to struggle to shore.,"About 200 people were rescued by fishing boats or managed to reach shore, police and officials said.",Police and officials said about 200 people were rescued by fishing boats or managed to struggle to shore.,"About 200 people were rescued by fishing boats or managed to reach shore, police and officials said.",1,1,no need to correct,0.3194444444444445,0.21052631578947367,0.3194444444444445,0.21052631578947367
@@ -681,12 +676,12 @@ Pepper spray and four arrests marked a Monday evening march and rally by about 4
 "Since early May, the city has received 1,400 reports of dead blue jays and crows, Jayroe said.","Since early May, the city has received 1,400 reports, he said.","Since early May, the city has received 1,400 reports of dead blue jays and crows, Jayroe said.","Since early May, the city has received 1,400 reports, he said.",0,0,no need to correct,0.09311740890688262,0.4444444444444444,0.09311740890688262,0.4444444444444444
 "A powerful typhoon hit southern areas of South Korea, killing at least 42 people and forcing thousands to flee, authorities said yesterday.","A typhoon packing record strength winds slammed into South Korea killing at least 48 people and forcing about 25,000 to flee from their homes, authorities said on Saturday.","A powerful typhoon hit southern areas of South Korea, killing at least 42 people and forcing thousands to flee, authorities said yesterday.","A typhoon packing record strength winds slammed into South Korea killing at least 48 people and forcing about 25,000 to flee from their homes, authorities said on Saturday.",1,0,can't correct,0.0691900143678161,0.6111111111111112,0.0691900143678161,0.6111111111111112
 The mother also alleged in the lawsuit that she was sexually assaulted by one of the guards.,The mother also contended that she was sexually assaulted by one of the guards during the 1998 confrontation.,The mother also alleged in the lawsuit that she was sexually assaulted by one of the guards.,The mother also contended that she was sexually assaulted by one of the guards during the 1998 confrontation.,0,0,no need to correct,0.15007541478129716,0.368421052631579,0.15007541478129716,0.368421052631579
-"Also demonstrating box-office strength - and getting seven Tony nominations - was a potent revival of Eugene O'Neill's family drama, Long Day's Journey Into Night.","Also demonstrating box-office strength -- and getting seven Tony nominations -- was a potent revival of Eugene ONeills family drama, Long Days Journey Into Night.""","Also demonstrating box-office strength - and getting seven Tony nominations - was a potent revival of Eugene O'Neill's family drama, Long Days Journey Into Night.","Also demonstrating box-office strength -- and getting seven Tony nominations -- was a potent revival of Eugene O'Neill's family drama, Long Days Journey Into Night.""",1,1,corrected,0.01863026819923372,0.25,0.022044334975369458,0.0
+"Also demonstrating box-office strength - and getting seven Tony nominations - was a potent revival of Eugene O'Neill's family drama, Long Day's Journey Into Night.","Also demonstrating box-office strength -- and getting seven Tony nominations -- was a potent revival of Eugene ONeills family drama, Long Days Journey Into Night.""","Also demonstrating box-office strength - and getting seven Tony nominations - was a potent revival of Eugene ONeills family drama, Long Day's Journey Into Night.","Also demonstrating box-office strength -- and getting seven Tony nominations -- was a potent revival of Eugene ONeills family drama, Long Day's Journey Into Night.""",1,1,corrected,0.01863026819923372,0.25,0.02171136653895275,0.07692307692307687
 "Also demonstrating box-office strength - and getting seven Tony nominations - was a potent revival of Eugene O'Neill's family drama, Long Day's Journey Into Night.","Also demonstrating box-office strength -- and getting seven Tony nominations -- was a potent revival of Eugene ONeills family drama, Long Days Journey Into Night.""","Also demonstrating box-office strength - and getting seven Tony nominations - was a potent revival of Eugene ONeills family drama, Long Days Journey Into Night.","Also demonstrating box-office strength -- and getting seven Tony nominations -- was a potent revival of Eugene ONeills family drama, Long Days Journey Into Night.""",1,1,corrected,0.01863026819923372,0.25,0.022988505747126436,0.0
 "Under the legislation, a physician who performed the procedure could face up to two years in prison.","Physicians who perform the procedure would face up to two years in prison, under the bill.","Under the legislation, a physician who performed the procedure could face up to two years in prison.","Physicians who perform the procedure would face up to two years in prison, under the bill.",1,1,no need to correct,0.2961873638344226,0.2777777777777778,0.2961873638344226,0.2777777777777778
 "The German envoy, Gunter Pleuger, told reporters today, ""The important issues are how the political process is being organized.""","""The important issues are how the political process is being organized,"" Pleuger told reporters.","The German envoy, Gunter Pleuger, told reporters today, ""The important issues are how the political process is being organized.""","""The important issues are how the political process is being organized,"" Pleuger told reporters.",1,0,can't correct,0.3626575630252101,0.2666666666666667,0.3626575630252101,0.2666666666666667
 The bank's shares fell 45 cents in trading yesterday to $91.51 per share.,"Shares of M&T, which is based in Buffalo, fell 41 cents, to $91.51.",The bank's shares fell 45 cents in trading yesterday to $91.51 per share.,"Shares of M&T, which is based in Buffalo, fell 41 cents, to $91.51.",0,0,no need to correct,0.2120098039215686,0.7,0.2120098039215686,0.7
-Captain Robert Ramsey of US 1St Armored Division said a truck had exploded outside the building at around 11 am.,"Earlier, Captain Robert Ramsey of the First Armoured Division said a truck had exploded outside the buildings at around 11am.",Captain Robert Ramsey of US 1St Armored Division said a truck had exploded outside the building at around 11.,"Earlier, Captain Robert Ramsey of the US 1St Armored Division said a truck had exploded outside the buildings at around 11am.",1,1,corrected,0.05277777777777778,0.26086956521739135,0.05703661327231122,0.09523809523809523
+Captain Robert Ramsey of US 1St Armored Division said a truck had exploded outside the building at around 11 am.,"Earlier, Captain Robert Ramsey of the First Armoured Division said a truck had exploded outside the buildings at around 11am.",Captain Robert Ramsey of First Armoured Division said a truck had exploded outside the building at around 11 am.,"Earlier, Captain Robert Ramsey of the First Armoured Division said a truck had exploded outside the buildings at around 11 amam.",1,1,corrected,0.05277777777777778,0.26086956521739135,0.0715185091916394,0.1428571428571429
 Captain Robert Ramsey of US 1St Armored Division said a truck had exploded outside the building at around 11 am.,"Earlier, Captain Robert Ramsey of the First Armoured Division said a truck had exploded outside the buildings at around 11am.",Captain Robert Ramsey of First Armoured Division said a truck had exploded outside the building at around 11.,"Earlier, Captain Robert Ramsey of the First Armoured Division said a truck had exploded outside the buildings at around 11am.",1,1,corrected,0.05277777777777778,0.26086956521739135,0.058479532163742694,0.09999999999999998
 "Los Angeles- The deep-sea adventure ""Finding Nemo"" hooked the top spot at the box office yesterday with an estimated $70.6-million opening weekend.",The deep-sea adventure netted the top spot at the box office Sunday with an estimated $70.6 million US opening weekend.,"Los Angeles- The deep-sea adventure ""Finding Nemo"" hooked the top spot at the box office yesterday with an estimated $70.6-million opening weekend.",The deep-sea adventure netted the top spot at the box office Sunday with an estimated $70.6 million US opening weekend.,1,0,can't correct,0.08636471238065177,0.36,0.08636471238065177,0.36
 "Excluding litigation charges, RIM's loss narrowed even further to 1 cent a share.","Excluding patent litigation, RIM's loss for the quarter was $700,000, or 1 cent per share.","Excluding litigation charges, RIM's loss narrowed even further to 1 cent a share.","Excluding patent litigation, RIM's loss for the quarter was $700,000, or 1 cent per share.",1,0,can't correct,0.06245614035087719,0.6363636363636364,0.06245614035087719,0.6363636363636364
@@ -711,7 +706,7 @@ INTEL TODAY disclosed details of its next-generation XScale processor for mobile
 "KEDO Spokesman, Roland Tricot said: ""The executive board decided to refer this question to capitals.","""The executive board decided to refer this to the capitals,"" the Korean Energy Development Organization said.","KEDO Spokesman, Roland Tricot said: ""The executive board decided to refer this question to capitals.","""The executive board decided to refer this to the capitals,"" the Korean Energy Development Organization said.",1,0,can't correct,0.37142625081221575,0.5,0.37142625081221575,0.5
 """It seems to me you're trying to protect privacy of theft,"" she said to Barr.","""It seems to me they are attempting to protect privacy of theft.""","""It seems to me you're trying to protect privacy of theft,"" she said to Barr.","""It seems to me they are attempting to protect privacy of theft.""",1,0,can't correct,0.12850307587149692,0.4375,0.12850307587149692,0.4375
 West Nile Virus -- which is spread through infected mosquitoes -- is potentially fatal.,West Nile is a bird virus that is spread to people by mosquitoes.,West Nile Virus -- which is spread through infected mosquitoes -- is potentially fatal.,West Nile is a bird virus that is spread to people by mosquitoes.,0,0,no need to correct,0.11446886446886446,0.7222222222222222,0.11446886446886446,0.7222222222222222
-"As of Friday, the U.S. Centers for Disease Control and Prevention reported 1,602 human cases of West Nile so far this year, including 28 deaths.","The Centers for Disease Control and Prevention reports there have been 1,602 human cases of West Nile virus nationwide this year and 28 deaths.","As of Friday, the U.S. Centers for Disease Control and Prevention reported 1,602 human cases of West Nile so far Friday, including 28 deaths.","U.S. Centers for Disease Control and Prevention reports there have been 1,602 human cases of West Nile virus nationwide Friday and 28 deaths.",1,1,corrected,0.09844054580896686,0.3793103448275862,0.1277406168710517,0.37037037037037035
+"As of Friday, the U.S. Centers for Disease Control and Prevention reported 1,602 human cases of West Nile so far this year, including 28 deaths.","The Centers for Disease Control and Prevention reports there have been 1,602 human cases of West Nile virus nationwide this year and 28 deaths.","As of Friday, the The Centers for Disease Control and Prevention reported 1,602 human cases of West Nile so far this year, including 28 deaths.","The Centers for Disease Control and Prevention reports there have been 1,602 human cases of West Nile virus nationwide this year and 28 deaths.",1,1,corrected,0.09844054580896686,0.3793103448275862,0.09941520467836257,0.3571428571428571
 "As of Friday, the U.S. Centers for Disease Control and Prevention reported 1,602 human cases of West Nile so far this year, including 28 deaths.","The Centers for Disease Control and Prevention reports there have been 1,602 human cases of West Nile virus nationwide this year and 28 deaths.","As of Friday, the The Centers for Disease Control and Prevention reported 1,602 human cases of West Nile so far Friday, including 28 deaths.","The Centers for Disease Control and Prevention reports there have been 1,602 human cases of West Nile virus nationwide Friday and 28 deaths.",1,1,corrected,0.09844054580896686,0.3793103448275862,0.12667224080267564,0.34615384615384615
 The company said that based on first-quarter results it expects to earn 90 cents per share for the quarter.,"The company, based in Winston-Salem, reported first-quarter profit of $13.1 million, or 22 cents per share.",The company said that based on first-quarter results it expects to earn 90 cents per share for the quarter.,"The company, based in Winston-Salem, reported first-quarter profit of $13.1 million, or 22 cents per share.",0,0,no need to correct,0.1508928571428571,0.7142857142857143,0.1508928571428571,0.7142857142857143
 "The technology-laced Nasdaq Composite Index was up 7.60 points, or 0.46 percent, at 1,653.62.","The broader Standard & Poor's 500 Index <.SPX> shed 2.38 points, or 0.24 percent, at 995.10.","The technology-laced Nasdaq Composite Index was up 7.60 points, or 0.46 percent, at 1,653.62.","The broader Standard & Poor's 500 Index <.SPX> shed 2.38 points, or 0.24 percent, at 995.10.",0,0,no need to correct,0.024801587301587304,0.76,0.024801587301587304,0.76
@@ -734,7 +729,7 @@ Forecasters said warnings might go up for Cuba later Thursday.,Watches or warnin
 Forecasters said warnings might go up for Cuba later Thursday.,Watches or warnings could be issued for eastern Cuba later on Thursday.,Forecasters said warnings might go up for Cuba later Thursday.,Watches or warnings could be issued for eastern Cuba later Thursday.,1,1,corrected,0.03888888888888888,0.7058823529411764,0.02121212121212122,0.6875
 "Staff Sgt. Georg-Andreas Pogany, however, is waiting for that decision in writing.",But Staff Sgt. Georg-Andreas Pogany's military career remains in limbo.,"Staff Sgt. Georg-Andreas Pogany, however, is waiting for that decision in writing.",But Staff Sgt. Georg-Andreas Pogany's military career remains in limbo.,0,0,no need to correct,0.09269957983193276,0.6842105263157895,0.09269957983193276,0.6842105263157895
 Negotiators said Friday they made good progress during their latest round of talks on creating a Central American Free Trade Agreement.,Negotiators said Friday they made progress during their latest round of free-trade negotiations between the United States and five Central American countries this week in Houston.,Negotiators said Friday they made good progress during their latest round of talks on creating a Central American Free Trade Agreement.,Negotiators said Friday they made progress during their latest round of free-trade negotiations between the United States and five Central American countries this week in Houston.,1,0,can't correct,0.07326007326007325,0.6666666666666667,0.07326007326007325,0.6666666666666667
-"But at age 15, she had reached 260 pounds and a difficult decision: It was time to try surgery.","But at the age of 15, she weighed a whopping 117kg and came to a difficult decision: it was time to try surgery.","But at age 15, she had reached a whopping 117kg and a difficult decision: It was time to try surgery.","But at the age 15, she weighed a whopping 117kg and came to a difficult decision: it was time to try surgery.",1,1,corrected,0.047059422059422075,0.42307692307692313,0.028488612836438925,0.21739130434782605
+"But at age 15, she had reached 260 pounds and a difficult decision: It was time to try surgery.","But at the age of 15, she weighed a whopping 117kg and came to a difficult decision: it was time to try surgery.","But at age of 15, she had reached 260 pounds and a difficult decision: It was time to try surgery.","But at the age of 15, she weighed 260 pounds and came to a difficult decision: it was time to try surgery.",1,1,corrected,0.047059422059422075,0.42307692307692313,0.029220779220779227,0.21739130434782605
 "But at age 15, she had reached 260 pounds and a difficult decision: It was time to try surgery.","But at the age of 15, she weighed a whopping 117kg and came to a difficult decision: it was time to try surgery.","But at age 15, she had reached 260 pounds and a difficult decision: It was time to try surgery.","But at the age 15, she weighed 260 pounds and came to a difficult decision: it was time to try surgery.",1,1,corrected,0.047059422059422075,0.42307692307692313,0.03105590062111801,0.2272727272727273
 "Ending the picketing at Ralphs frees up about 18,000 union members.","About 70,000 union members are on strike, including about 18,000 Ralphs employees.","Ending the picketing at Ralphs frees up about 18,000 union members.","About 70,000 union members are on strike, including about 18,000 Ralphs employees.",0,0,no need to correct,0.3688811188811189,0.7058823529411764,0.3688811188811189,0.7058823529411764
 The author is one of several defense experts expected to testify.,Spitz is expected to testify later for the defense.,The author is one of several defense experts expected to testify.,Spitz is expected to testify later for the defense.,1,0,can't correct,0.3780663780663781,0.5714285714285714,0.3780663780663781,0.5714285714285714
@@ -782,7 +777,7 @@ Urban hospitals have traditionally been reimbursed at higher rates on the belief
 It predicted that a 7.0 percent rise to $204.9 billion in 2006 would push the industry's yearly sales slightly past its highest-ever level in in 2000.,"It also predicted that a 7.0 per cent rise to $204.9bn in 2006, topping the industry's yearly sales record set in 2000.",It predicted that a 7.0 percent rise to $204.9 billion in 2006 would push the industry's yearly sales slightly past its highest-ever level in in 2000.,"It also predicted that a 7.0 per cent rise to $204.9bn in 2006, topping the industry's yearly sales record set in 2000.",1,0,can't correct,0.09111111111111111,0.5454545454545454,0.09111111111111111,0.5454545454545454
 "We cannot allow anything like that, and we won't.""","""We cannot, and will not, allow anything of the kind.""","We cannot allow anything like that, and we won't.""","""We cannot, and will not, allow anything of the kind.""",1,1,no need to correct,0.2643589743589744,0.41666666666666663,0.2643589743589744,0.41666666666666663
 Other countries and private creditors are owed at least $80 billion in addition.,Other countries are owed at least $US80 billion ($108.52 billion).,Other countries and private creditors are owed at least $80 billion in addition.,Other countries are owed at least $US80 billion ($108.52 billion).,0,0,no need to correct,0.12698412698412698,0.5333333333333333,0.12698412698412698,0.5333333333333333
-"The Pentagon had hoped to retain control of the postwar effort, so the decision is a victory for Secretary of State Colin L. Powell.","The Pentagon had hoped to retain control of the postwar effort, so the decision was seen by some insiders as a victory for Powell and the State Department.","The Pentagon had hoped to retain control of the postwar effort, so the decision is a victory for Secretary of State Department Powell.","The Pentagon had hoped to retain control of the postwar effort, so the decision was seen by some insiders as a victory for Powell and the State Department.",1,1,corrected,0.0694310344827586,0.3571428571428571,0.07118910782703888,0.2692307692307693
+"The Pentagon had hoped to retain control of the postwar effort, so the decision is a victory for Secretary of State Colin L. Powell.","The Pentagon had hoped to retain control of the postwar effort, so the decision was seen by some insiders as a victory for Powell and the State Department.","The Pentagon had hoped to retain control of the postwar effort, so the decision is a victory for Secretary of State Colin L. Powell.","The Pentagon had hoped to retain control of the postwar effort, so the decision was seen by some insiders as a victory for Colin L. Powell and the State.",1,1,corrected,0.0694310344827586,0.3571428571428571,0.07295454545454544,0.2592592592592593
 "The Pentagon had hoped to retain control of the postwar effort, so the decision is a victory for Secretary of State Colin L. Powell.","The Pentagon had hoped to retain control of the postwar effort, so the decision was seen by some insiders as a victory for Powell and the State Department.","The Pentagon had hoped to retain control of the postwar effort, so the decision is a victory for Secretary of State Powell.","The Pentagon had hoped to retain control of the postwar effort, so the decision was seen by some insiders as a victory for Powell and the State.",1,1,corrected,0.0694310344827586,0.3571428571428571,0.0736607142857143,0.28
 His hatred for these people had germinated from these discussions and helped cement his belief that violence was the panacea.,His hatred had germinated and cemented his belief that violence was the best panacea.,His hatred for these people had germinated from these discussions and helped cement his belief that violence was the panacea.,His hatred had germinated and cemented his belief that violence was the best panacea.,1,1,no need to correct,0.12225274725274726,0.368421052631579,0.12225274725274726,0.368421052631579
 He suddenly found himself confronted with dozens of panicked guests and face to face with one of the men involved in the attack.,He suddenly found himself confronted with dozens of panicked guests and face to face with one of three men who led the attacks.,He suddenly found himself confronted with dozens of panicked guests and face to face with one of the men involved in the attack.,He suddenly found himself confronted with dozens of panicked guests and face to face with one of three men who led the attacks.,1,0,can't correct,0.004830917874396135,0.2272727272727273,0.004830917874396135,0.2272727272727273
@@ -1006,7 +1001,7 @@ The American Stock Exchange biotech index .BTK surged 5 percent.,The Philadelphi
 "The impact of these shortages, U.S. Energy Secretary Spencer Abraham warned yesterday, ""will touch virtually every American.""","The U.S. administration cranked up concerns of impending natural gas shortages yesterday, a supply crunch that officials said ""will touch virtually every American.""","The impact of these shortages, U.S. Energy Secretary Spencer Abraham warned yesterday, ""will touch virtually every American.""","The U.S. administration cranked up concerns of impending natural gas shortages yesterday, a supply crunch that officials said ""will touch virtually every American.""",0,0,no need to correct,0.08770076077768385,0.6666666666666667,0.08770076077768385,0.6666666666666667
 The U.S. State Department travel warning said the threat to aircraft by terrorists using shoulder-fired missiles continues in Kenya and includes Nairobi.,"""The threat to aircraft by terrorists using shoulder-fired missiles continues in Kenya, including Nairobi,"" it said.",The U.S. State Department travel warning said the threat to aircraft by terrorists using shoulder-fired missiles continues in Kenya and includes Nairobi.,"""The threat to aircraft by terrorists using shoulder-fired missiles continues in Kenya, including Nairobi,"" it said.",1,0,can't correct,0.22674663299663297,0.30434782608695654,0.22674663299663297,0.30434782608695654
 "Lawyers and others familiar with the federal investigation say it remains focused on Campbell, though prosecutors declined to discuss the probe.","While federal prosecutors refuse to discuss the investigation, lawyers and others familiar with it say it remains focused on Campbell.","Lawyers and others familiar with the federal investigation say it remains focused on Campbell, though prosecutors declined to discuss the probe.","While federal prosecutors refuse to discuss the investigation, lawyers and others familiar with it say it remains focused on Campbell.",1,1,no need to correct,0.36711095921622233,0.2272727272727273,0.36711095921622233,0.2272727272727273
-"Wal-Mart, the nation's largest private employer, has expanded its anti-discrimination policy to protect gay and lesbian employees, company officials said Tuesday.","Wal-Mart Stores Inc., the nation's largest private employer, will now include gays and lesbians in its anti-discrimination policy, company officials said Wednesday.","Wal-Mart Stores Inc., the nation's largest private employer, has expanded its anti-discrimination policy to protect gay and lesbian employees, company officials said Tuesday.","Wal-Mart Stores Inc., the nation's largest private employer, will now include gays and lesbians in its anti-discrimination policy, company officials said Tuesday.",1,1,corrected,0.0927298850574713,0.46875,0.0600731780167264,0.30000000000000004
+"Wal-Mart, the nation's largest private employer, has expanded its anti-discrimination policy to protect gay and lesbian employees, company officials said Tuesday.","Wal-Mart Stores Inc., the nation's largest private employer, will now include gays and lesbians in its anti-discrimination policy, company officials said Wednesday.","Wal-Mart, the nation's largest private employer, has expanded its anti-discrimination policy to protect gay and lesbian employees, company officials said Wednesday.","Wal-Mart, the nation's largest private employer, will now include gays and lesbians in its anti-discrimination policy, company officials said Wednesday.",1,1,corrected,0.0927298850574713,0.46875,0.06921742051052399,0.3214285714285714
 "Wal-Mart, the nation's largest private employer, has expanded its anti-discrimination policy to protect gay and lesbian employees, company officials said Tuesday.","Wal-Mart Stores Inc., the nation's largest private employer, will now include gays and lesbians in its anti-discrimination policy, company officials said Wednesday.","Wal-Mart, the nation's largest private employer, has expanded its anti-discrimination policy to protect gay and lesbian employees, company officials said Tuesday.","Wal-Mart, the nation's largest private employer, will now include gays and lesbians in its anti-discrimination policy, company officials said Tuesday.",1,1,corrected,0.0927298850574713,0.46875,0.06921742051052399,0.3214285714285714
 "She was 26 then, and a friend tipped her to another position and told her whom to call.","Westermayer was 26 then, and a friend and former manager who knew she was unhappy in her job tipped her to another position.","She was 26 then, and a friend tipped her to another position and told her whom to call.","Westermayer was 26 then, and a friend and former manager who knew she was unhappy in her job tipped her to another position.",0,0,no need to correct,0.16554206027890234,0.5217391304347826,0.16554206027890234,0.5217391304347826
 "If successful, the ""Muses-C"" will be the first probe to make a two-way trip to an asteroid.","If successful, it will be the first to bring back a rock sample from an asteroid, Kawaguchi said.","If successful, the ""Muses-C"" will be the first probe to make a two-way trip to an asteroid.","If successful, it will be the first to bring back a rock sample from an asteroid, Kawaguchi said.",0,0,no need to correct,0.15243055555555554,0.6,0.15243055555555554,0.6
@@ -1040,7 +1035,7 @@ Strayhorn said it was the first time in Texas history a comptroller had not cert
 """It seems clear the climate is changing,"" he said, asked to explain the flooding that keeps ravaging the southeast.","""It seems clear the climate is changing,"" he said when asked to explain flooding that has ravaged this part of southeast France two years in succession.","""It seems clear the climate is changing,"" he said, asked to explain the flooding that keeps ravaging the southeast.","""It seems clear the climate is changing,"" he said when asked to explain flooding that has ravaged this part of southeast France two years in succession.",1,0,can't correct,0.11578421315657958,0.40740740740740744,0.11578421315657958,0.40740740740740744
 "Hilsenrath was also indicted on 33 counts of wire fraud, which each carry a maximum penalty of five years in prison, a $250,000 fine and restitution.","Each of those counts carries a maximum penalty of five years in prison and a $250,000 fine plus restitution.","Hilsenrath was also indicted on 33 counts of wire fraud, which each carry a maximum penalty of five years in prison, a $250,000 fine and restitution.","Each of those counts carries a maximum penalty of five years in prison and a $250,000 fine plus restitution.",0,0,no need to correct,0.14929006085192698,0.42307692307692313,0.14929006085192698,0.42307692307692313
 "Revenue rose 3.9 percent, to $1.63 billion from $1.57 billion.","The McLean, Virginia-based company said newspaper revenue increased 5 percent to $1.46 billion.","Revenue rose 3.9 percent, to $1.63 billion from $1.57 billion.","The McLean, Virginia-based company said newspaper revenue increased 5 percent to $1.46 billion.",0,0,no need to correct,0.27925016160310273,0.7894736842105263,0.27925016160310273,0.7894736842105263
-"In September, Hewlett-Packard signed a development and marketing deal with the company.",Four months later it signed a joint marketing agreement with Hewlett-Packard Co.,"In September, Hewlett-Packard Co. signed a development and marketing deal with the company.",September it signed a joint marketing agreement with Hewlett-Packard Co.,1,1,corrected,0.3069597069597069,0.7,0.3648989898989899,0.5294117647058824
+"In September, Hewlett-Packard signed a development and marketing deal with the company.",Four months later it signed a joint marketing agreement with Hewlett-Packard Co.,"In Four months later, Hewlett-Packard signed a development and marketing deal with the company.",Four months later it signed a joint marketing agreement with Hewlett-Packard,1,1,corrected,0.3069597069597069,0.7,0.22401960784313726,0.5
 "In September, Hewlett-Packard signed a development and marketing deal with the company.",Four months later it signed a joint marketing agreement with Hewlett-Packard Co.,"In September, Hewlett-Packard signed a development and marketing deal with the company.",September it signed a joint marketing agreement with Hewlett-Packard,1,1,corrected,0.3069597069597069,0.7,0.325,0.5625
 "Telemarketers who call numbers on the list after Oct. 1 could face fines of up to $11,000 per call.","Under the law, telemarketers who call numbers on the list can be fined up to $11,000 for each violation.","Telemarketers who call numbers on the list after Oct. 1 could face fines of up to $11,000 per call.","Under the law, telemarketers who call numbers on the list can be fined up to $11,000 for each violation.",1,0,can't correct,0.13086080586080587,0.56,0.13086080586080587,0.56
 AFTRA members approved the merger by a vote of 75.88% to 24.12%.,"AFTRA, on the other hand, approved the merger by a whopping 75 percent.",AFTRA members approved the merger by a vote of 75.88% to 24.12%.,"AFTRA, on the other hand, approved the merger by a whopping 75.88 percent.",1,1,corrected,0.20272108843537415,0.6666666666666667,0.20535714285714285,0.5882352941176471
@@ -1189,7 +1184,7 @@ The defense cannot appeal Roush's ruling until after the trial.,"Defense lawyers
 Bridges is a retired Air Force major general and a former shuttle pilot.,"OKeefe called Bridges, a retired Air Force Major General, to ask him to switch centers on Wednesday.",Bridges is a retired Air Force major general and a former shuttle pilot.,"OKeefe called Bridges, a retired Air Force Major General, to ask him to switch centers on Wednesday.",0,0,no need to correct,0.07338056680161943,0.88,0.07338056680161943,0.88
 You can reach George Hunter at (313) 222-2027 or ghunter@detnews.com.,Reach her at (248) 647-7221 or email lberman@detnews.com.,You can reach George Hunter at (313) 222-2027 or ghunter@detnews.com.,Reach her at (248) 647-7221 or email lberman@detnews.com.,0,0,no need to correct,0.12925170068027209,0.8235294117647058,0.12925170068027209,0.8235294117647058
 """This sale is part of our efforts to simplify our Foodservice Products business and improve its cost structure,"" said Gary Costley, Multifoods chairman and chief executive.","""This sale is part of our efforts to simplify our Foodservice Products business and improve its cost structure,"" chairman and CEO Gary Costley said in a statement.","""This sale is part of our efforts to simplify our Foodservice Products business and improve its cost structure,"" said Gary Costley, Multifoods chairman and chief executive.","""This sale is part of our efforts to simplify our Foodservice Products business and improve its cost structure,"" chairman and CEO Gary Costley said in a statement.",1,0,can't correct,0.026388888888888903,0.25,0.026388888888888903,0.25
-The study adds to the evidence that diet might affect a person's chances of developing the mind-robbing disease that affects 4 million Americans.,The research adds to the evidence that diet may affect a person's chances of developing the mind-robbing disease that afflicts more than four million North Americans.,The study adds to the evidence that diet might affect a person's chances of developing the mind-robbing disease that affects 4 million North Americans.,The research adds to the evidence that diet may affect a person's chances of developing the mind-robbing disease that afflicts 4 million North Americans.,1,1,corrected,0.052851458885941636,0.3571428571428571,0.010942760942760942,0.19999999999999996
+The study adds to the evidence that diet might affect a person's chances of developing the mind-robbing disease that affects 4 million Americans.,The research adds to the evidence that diet may affect a person's chances of developing the mind-robbing disease that afflicts more than four million North Americans.,The study adds to the evidence that diet might affect a person's chances of developing the mind-robbing disease that affects more than four million Americans.,The research adds to the evidence that diet may affect a person's chances of developing the mind-robbing disease that afflicts more than four million Americans.,1,1,corrected,0.052851458885941636,0.3571428571428571,0.010093167701863354,0.1923076923076923
 The study adds to the evidence that diet might affect a person's chances of developing the mind-robbing disease that affects 4 million Americans.,The research adds to the evidence that diet may affect a person's chances of developing the mind-robbing disease that afflicts more than four million North Americans.,The study adds to the evidence that diet might affect a person's chances of developing the mind-robbing disease that affects 4 million Americans.,The research adds to the evidence that diet may affect a person's chances of developing the mind-robbing disease that afflicts 4 million Americans.,1,1,corrected,0.052851458885941636,0.3571428571428571,0.011904761904761904,0.20833333333333337
 The CGT warned of prolonged industrial action unless Raffarin agreed.,The large CGT union warned France of lengthy industrial action.,The CGT warned of prolonged industrial action unless Raffarin agreed.,The large CGT union warned France of lengthy industrial action.,0,0,no need to correct,0.17142857142857146,0.5714285714285714,0.17142857142857146,0.5714285714285714
 """But they did not, as of the time of this particular tragic event, provide the security we had requested,"" Jordan said.","""But they did not, as of the time of this tragic event, provide the additional security we requested.""","""But they did not, as of the time of this particular tragic event, provide the security we had requested,"" Jordan said.","""But they did not, as of the time of this tragic event, provide the additional security we requested.""",1,0,can't correct,0.06128593628593629,0.25,0.06128593628593629,0.25
@@ -1567,7 +1562,7 @@ Such a step could put the issue before the UN Security Council.,The matter could
 "Kim Clijsters reached the French Open final for the second time, benefiting from a little luck Thursday to erase a set point and beating unseeded Nadia Petrova 7-5, 6-1.","Kim Clijsters also reached the French Open final on Thursday benefiting from a little luck to erase a set point and beat unseeded Nadia Petrova 7-5, 6-1.","Kim Clijsters reached the French Open final for the second time, benefiting from a little luck Thursday to erase a set point and beating unseeded Nadia Petrova 7-5, 6-1.","Kim Clijsters also reached the French Open final on Thursday benefiting from a little luck to erase a set point and beat unseeded Nadia Petrova 7-5, 6-1.",1,0,can't correct,0.04191810344827585,0.16129032258064513,0.04191810344827585,0.16129032258064513
 "However, we have decided to opt for the European consortium's engine as the best overall solution and due to the substantial price efforts made"".","However, we have decided to opt for the European consortium's engine as the best overall solution.""","However, we have decided to opt for the European consortium's engine as the best overall solution and due to the substantial price efforts made"".","However, we have decided to opt for the European consortium's engine as the best overall solution.""",0,0,no need to correct,0.1273725248794501,0.2727272727272727,0.1273725248794501,0.2727272727272727
 The department ordered an 18.2 percent reduction for Allstate Texas Lloyds and a 12 percent reduction for State Farm Lloyds.,"The department ordered a 12 percent reduction for State Farm Lloyds, the state's largest insurer, and an 18.2 percent reduction for Allstate Texas Lloyds, the third-largest.",The department ordered an 18.2 percent reduction for Allstate Texas Lloyds and a 12 percent reduction for State Farm Lloyds.,"The department ordered a 12 percent reduction for State Farm Lloyds, the state's largest insurer, and an 18.2 percent reduction for Allstate Texas Lloyds, the third-largest.",1,0,can't correct,0.2770833333333333,0.23809523809523814,0.2770833333333333,0.23809523809523814
-The study was published Thursday in The New England Journal of Medicine (news - web sites).,The study was published today in the New England Journal of Medicine.,The study was published today in The New England Journal of Medicine (news - web sites).,The study was published today in the The New England Journal of Medicine.,1,1,corrected,0.14898989898989898,0.33333333333333337,0.14814814814814817,0.2142857142857143
+The study was published Thursday in The New England Journal of Medicine (news - web sites).,The study was published today in the New England Journal of Medicine.,The study was published Thursday in New England Journal of Medicine (news - web sites).,The study was published Thursday in the New England Journal of Medicine.,1,1,corrected,0.14898989898989898,0.33333333333333337,0.16789215686274508,0.2142857142857143
 The study was published Thursday in The New England Journal of Medicine (news - web sites).,The study was published today in the New England Journal of Medicine.,The study was published today in New England Journal of Medicine (news - web sites).,The study was published today in the New England Journal of Medicine.,1,1,corrected,0.14898989898989898,0.33333333333333337,0.16789215686274508,0.2142857142857143
 "On Tuesday, the Nikkei Average dropped 107.08 points, or 1.3 percent, to close at 8,120.24.","The Nikkei Average closed up 42.56 points, or half a percent, at 8,227.32.","On Tuesday, the Nikkei Average dropped 107.08 points, or 1.3 percent, to close at 8,120.24.","The Nikkei Average closed up 42.56 points, or half a percent, at 8,227.32.",0,0,no need to correct,0.1411111111111111,0.6,0.1411111111111111,0.6
 "Volume was moderate at 827.68 million shares, up from 798.95 million at the same point Tuesday.","Volume came to 439.66 million shares, below 450.39 million at the same point Wednesday.","Volume was moderate at 827.68 million shares, up from 798.95 million at the same point Tuesday.","Volume came to 439.66 million shares, below 450.39 million at the same point Wednesday.",0,0,no need to correct,0.04488017429193899,0.65,0.04488017429193899,0.65
@@ -1721,7 +1716,7 @@ The benchmark 10-year Treasury note yield <US10YT=RR> dipped below 4.20 percent
 Another recent study shows that about 12 million adults have been diagnosed with diabetes and an additional 5 million adults have it but do not know it.,Another recent study found that 12 million adults have been diagnosed with diabetes and another 5 million adults have the condition but don't know it.,Another recent study shows that about 12 million adults have been diagnosed with diabetes and an additional 5 million adults have it but do not know it.,Another recent study found that 12 million adults have been diagnosed with diabetes and another 5 million adults have the condition but don't know it.,1,0,can't correct,0.03482905982905981,0.2692307692307693,0.03482905982905981,0.2692307692307693
 A weak cold front could bring thunderstorms into South Texas on Sunday at the same time a tropical wave moves in from the Yucatan.,"As of today, forecasts show a weak cold front bringing thunderstorms into South Texas on Sunday at the same time a tropical wave moves in from the Yucatan.",A weak cold front could bring thunderstorms into South Texas on Sunday at the same time a tropical wave moves in from the Yucatan.,"As of today, forecasts show a weak cold front bringing thunderstorms into South Texas on Sunday at the same time a tropical wave moves in from the Yucatan.",1,0,can't correct,0.08957027168234068,0.2222222222222222,0.08957027168234068,0.2222222222222222
 """I feel that my supervision was inadequate,"" Minister of Health Twu Shiing-jer told parliament after he tendered his resignation to the island's premier.","""I feel that my supervision was inadequate,"" Taiwan's minister of health, Twu Shiing-jer, told parliament after tendering his resignation.","""I feel that my supervision was inadequate,"" Minister of Health Twu Shiing-jer told parliament after he tendered his resignation to the island's premier.","""I feel that my supervision was inadequate,"" Taiwan's minister of health, Twu Shiing-jer, told parliament after tendering his resignation.",1,0,can't correct,0.12003173497426371,0.3571428571428571,0.12003173497426371,0.3571428571428571
-"An incremental step reported by researchers at the University of California, San Francisco, is the latest in a decade-long effort.","The incremental step, reported by researchers at UC San Francisco, is the latest in a decade-long effort to infect mice with the virus.","An incremental step reported by researchers at the University of California, San Francisco, is the latest in a decade effort.","The incremental step, reported by researchers at University of California, San Francisco, is the latest in a decade effort to infect mice with the virus.",1,1,corrected,0.1253654970760234,0.3846153846153846,0.10221861471861474,0.25
+"An incremental step reported by researchers at the University of California, San Francisco, is the latest in a decade-long effort.","The incremental step, reported by researchers at UC San Francisco, is the latest in a decade-long effort to infect mice with the virus.","An incremental step reported by researchers at the UC San Francisco, is the latest in a decade-long effort.","The incremental step, reported by researchers at UC San Francisco, is the latest in a decade-long effort to infect mice with the virus.",1,1,corrected,0.1253654970760234,0.3846153846153846,0.11402116402116402,0.26086956521739135
 "An incremental step reported by researchers at the University of California, San Francisco, is the latest in a decade-long effort.","The incremental step, reported by researchers at UC San Francisco, is the latest in a decade-long effort to infect mice with the virus.","An incremental step reported by researchers at the UC San Francisco, is the latest in a decade effort.","The incremental step, reported by researchers at UC San Francisco, is the latest in a decade effort to infect mice with the virus.",1,1,corrected,0.1253654970760234,0.3846153846153846,0.12019493177387913,0.2727272727272727
 "The plan, which Pataki has said is unconstitutional as written, would cost the state $5.1 billion over the next 30 years.",The plan would cost the state $170 million per year over the next 30 years.,"The plan, which Pataki has said is unconstitutional as written, would cost the state $5.1 billion over the next 30 years.",The plan would cost the state $170 million per year over the next 30 years.,0,0,no need to correct,0.16571969696969696,0.5909090909090908,0.16571969696969696,0.5909090909090908
 U.S. prosecutors have arrested more than 130 individuals and have seized more than $17 million in a continuing crackdown on Internet fraud and abuse.,More than 130 people have been arrested and $17 million worth of property seized in an Internet fraud sweep announced Friday by three U.S. government agencies.,U.S. prosecutors have arrested more than 130 individuals and have seized more than $17 million in a continuing crackdown on Internet fraud and abuse.,More than 130 people have been arrested and $17 million worth of property seized in an Internet fraud sweep announced Friday by three U.S. government agencies.,1,0,can't correct,0.2333862433862433,0.6470588235294117,0.2333862433862433,0.6470588235294117
@@ -1763,8 +1758,7 @@ The jury also found Gonzales guilty of using excessive force by dousing Olvera-C
 "The council includes 13 Shiites, five Kurds, five Sunnis, one Christian and one Turkoman.","There are five ethnic Kurds, five Sunni Muslims, a Christian and a Turkoman.","The council includes 13 Shiites, five Kurds, five Sunnis, one Christian and one Turkoman.","There are five ethnic Kurds, five Sunni Muslims, a Christian and a Turkoman.",1,0,can't correct,0.05256769374416431,0.7222222222222222,0.05256769374416431,0.7222222222222222
 "Oran Smith, president of the Palmetto Family Council, said the assassination marked the end of America's innocence.","Oran Smith, president of the Palmetto Family Council, said the assassination marked the end of America’s innocence, giving way to the if-it-feels-good-do-it 1960s and ’70s.","Oran Smith, president of the Palmetto Family Council, said the assassination marked the end of America's innocence.","Oran Smith, president of the Palmetto Family Council, said the assassination marked the end of America’s innocence, giving way to the if-it-feels-good-do-it 1960s and ’70s.",0,0,no need to correct,0.1984375,0.4814814814814815,0.1984375,0.4814814814814815
 "Yee is a 1990 graduate of the U.S. Military Academy at West Point, New York.",Yee grew up in the United States and graduated from the U.S. Military Academy at West Point.,"Yee is a 1990 graduate of the U.S. Military Academy at West Point, New York.",Yee grew up in the United States and graduated from the U.S. Military Academy at West Point.,0,0,no need to correct,0.15992647058823528,0.5909090909090908,0.15992647058823528,0.5909090909090908
-"Militias also attacked local United Nations offices and, according to a United Nations spokesman, have fired into crowds seeking shelter near the airport in Bunia.","Militias also attacked local U.N. offices and, according to a U.N. spokesman, had fired into crowds seeking shelter near the airport in Bunia.","Militias also attacked local United Nations offices and, according to a United Nations spokesman, have fired into crowds seeking shelter near the airport in Bunia.","Militias also attacked local U.N. offices and, according to a U.N. spokesman, had fired into crowds seeking shelter near the airport in Bunia.",1,1,corrected,0.015233494363929128,0.125,0.015233494363929128,0.125
-"Militias also attacked local United Nations offices and, according to a United Nations spokesman, have fired into crowds seeking shelter near the airport in Bunia.","Militias also attacked local U.N. offices and, according to a U.N. spokesman, had fired into crowds seeking shelter near the airport in Bunia.","Militias also attacked local United Nations offices and, according to a United Nations spokesman, have fired into crowds seeking shelter near the airport in Bunia.","Militias also attacked local U.N. offices and, according to a U.N. spokesman, had fired into crowds seeking shelter near the airport in Bunia.",1,1,corrected,0.015233494363929128,0.125,0.015233494363929128,0.125
+"Militias also attacked local United Nations offices and, according to a United Nations spokesman, have fired into crowds seeking shelter near the airport in Bunia.","Militias also attacked local U.N. offices and, according to a U.N. spokesman, had fired into crowds seeking shelter near the airport in Bunia.","Militias also attacked local United Nations offices and, according to a United Nations spokesman, have fired into crowds seeking shelter near the airport in Bunia.","Militias also attacked local U.N. offices and, according to a U.N. spokesman, had fired into crowds seeking shelter near the airport in Bunia.",1,1,no need to correct,0.015233494363929128,0.125,0.015233494363929128,0.125
 "Kroger Co., which owns Ralphs, and Albertsons Inc. bargain jointly with Safeway and locked out their union workers the next day.","In a show of corporate solidarity, Kroger Co., which owns Ralphs, and Albertson Inc. locked out their workers the next morning.","Kroger Co., which owns Ralphs, and Albertsons Inc. bargain jointly with Safeway and locked out their union workers the next day.","In a show of corporate solidarity, Kroger Co., which owns Ralphs, and Albertson Inc. locked out their workers the next morning.",0,0,no need to correct,0.14512882447665063,0.5357142857142857,0.14512882447665063,0.5357142857142857
 "When ex-Mepham head coach Kevin McElroy walked into the court to testify, some of the victims' supporters turned their backs on him.","When varsity coach Kevin McElroy walked into the courthouse with his attorney, the crowd turned their backs on him.","When ex-Mepham head coach Kevin McElroy walked into the court to testify, some of the victims' supporters turned their backs on him.","When varsity coach Kevin McElroy walked into the courthouse with his attorney, the crowd turned their backs on him.",1,0,can't correct,0.042857142857142864,0.5714285714285714,0.042857142857142864,0.5714285714285714
 "The Dow Jones industrial average .DJI ended up 56.79 points, or 0.67 percent, at 8,588.36 -- its highest level since January 17.","The Dow Jones Industrial Average ($DJ: news, chart, profile) rose 56 points, or 0.7 percent, to 8,588.","The Dow Jones industrial average .DJI ended up 56.79 points, or 0.67 percent, at 8,588.36 -- its highest level since January 17.","The Dow Jones Industrial Average ($DJ: news, chart, profile) rose 56 points, or 0.7 percent, to 8,588.",0,0,no need to correct,0.12979166666666667,0.8125,0.12979166666666667,0.8125
@@ -1794,8 +1788,7 @@ Fighting erupted after four North Korean journalists confronted a dozen South Ko
 "Global Crossing wants documents related to the regulatory-approval process and information on XO employee Carl Griver, who used to work for Global Crossing.","Global Crossing wants documents related to the regulatory-approval process and information on XO Chief Executive Carl J. Grivner, who used to be Global Crossing&apos;s chief operating officer.","Global Crossing wants documents related to the regulatory-approval process and information on XO employee Carl Griver, who used to work for Global Crossing.","Global Crossing wants documents related to the regulatory-approval process and information on XO Chief Executive Carl J. Grivner, who used to be Global Crossing&apos;s chief operating officer.",1,0,can't correct,0.08051282051282051,0.4516129032258065,0.08051282051282051,0.4516129032258065
 "Roy Moore, the suspended chief justice of the Alabama Supreme Court, stood accused but unrepentant Wednesday in the same courtroom he recently presided over.","Moore, the suspended chief justice of the Alabama Supreme Court, stands trial before the Alabama Court of the Judiciary.","Roy Moore, the suspended chief justice of the Alabama Supreme Court, stood accused but unrepentant Wednesday in the same courtroom he recently presided over.","Moore, the suspended chief justice of the Alabama Supreme Court, stands trial before the Alabama Court of the Judiciary.",0,0,no need to correct,0.08550824175824175,0.6,0.08550824175824175,0.6
 "Faced with these circumstances, Halliburton ""is left with no option for providing these services from Kuwait other than to continue obtaining them from Altanmia,"" Sumner wrote.","""KBR is left with no option for providing these services from Kuwait other than to continue obtaining them from Altanmia,"" the document said.","Faced with these circumstances, Halliburton ""is left with no option for providing these services from Kuwait other than to continue obtaining them from Altanmia,"" Sumner wrote.","""KBR is left with no option for providing these services from Kuwait other than to continue obtaining them from Altanmia,"" the document said.",1,0,can't correct,0.1221611721611722,0.33333333333333337,0.1221611721611722,0.33333333333333337
-The three-story brick building has apartments on the upper floors and the Snack Bar and Café downstairs.,The three-story brick building houses apartments in the upper floors and the Snack Bar and Caf on its downstairs.,The three-story brick building has apartments on the upper floors and the Snack Bar and Café downstairs.,The three-story brick building houses apartments in the upper floors and the Snack Bar and Caf on its downstairs.,1,1,corrected,0.0605959342801448,0.3157894736842105,0.0605959342801448,0.3157894736842105
-The three-story brick building has apartments on the upper floors and the Snack Bar and Café downstairs.,The three-story brick building houses apartments in the upper floors and the Snack Bar and Caf on its downstairs.,The three-story brick building has apartments on the upper floors and the Snack Baré downstairs.,The three-story brick building houses apartments in the upper floors and the Snack Bar on its downstairs.,1,1,corrected,0.0605959342801448,0.3157894736842105,0.06074008550788738,0.33333333333333337
+The three-story brick building has apartments on the upper floors and the Snack Bar and Café downstairs.,The three-story brick building houses apartments in the upper floors and the Snack Bar and Caf on its downstairs.,The three-story brick building has apartments on the upper floors and the Snack Bar and Café downstairs.,The three-story brick building houses apartments in the upper floors and the Snack Bar and Caf on its downstairs.,1,1,no need to correct,0.0605959342801448,0.3157894736842105,0.0605959342801448,0.3157894736842105
 "But the technology-laced Nasdaq Composite Index was up 5.91 points, or 0.35 percent, at 1,674.35.","The broader Standard & Poor's 500 Index .SPX was off 1.07 points, or 0.11 percent, at 1,010.59.","But the technology-laced Nasdaq Composite Index was up 5.91 points, or 0.35 percent, at 1,674.35.","The broader Standard & Poor's 500 Index .SPX was off 1.07 points, or 0.11 percent, at 1,010.59.",0,0,no need to correct,0.01842105263157895,0.7307692307692308,0.01842105263157895,0.7307692307692308
 "The teenager was in surgery at a hospital and the extent of his injuries was not available, police said.","The teen was in surgery at Sacred Heart Medical Center, and the extent of his injuries was not available, Bragdon said.","The teenager was in surgery at a hospital and the extent of his injuries was not available, police said.","The teen was in surgery at Sacred Heart Medical Center, and the extent of his injuries was not available, Bragdon said.",1,0,can't correct,0.04818840579710145,0.4347826086956522,0.04818840579710145,0.4347826086956522
 "But a senior State Department official said: ""We'll decide how to keep the proper incentives there for countries to sign and for countries that have signed to ratify.""","""We'll decide how to keep the proper incentives there for countries to sign and for countries that have signed to ratify,"" the official said.","But a senior State Department official said: ""We'll decide how to keep the proper incentives there for countries to sign and for countries that have signed to ratify.""","""We'll decide how to keep the proper incentives there for countries to sign and for countries that have signed to ratify,"" the official said.",1,0,can't correct,0.23660714285714285,0.20833333333333337,0.23660714285714285,0.20833333333333337