++++++ BLEU losses for reranking with parse score +++++++
+++++++++++++++++++++++++++++++++++++++++++++++++++++++++

0 ID=wsj_0095.9 Difference:  -0.4509
Reference:  Preston G. Foster Birmingham , Ala .
parse-ranking:  0.5491 Preston G. Foster , Ala , Birmingham .
perceptron-nbest:  1.0 Preston G. Foster Birmingham , Ala .
-flu -ne

1 ID=wsj_0045.9 Difference:  -0.3143
Reference:  test-preparation booklets , software and worksheets are a booming publishing subindustry .
parse-ranking:  0.4367 booklets , software and worksheets test-preparation are a publishing booming subindustry .
perceptron-nbest:  0.751 booklets , software and worksheets test-preparation are a booming publishing subindustry .
-flu -npord -nn

2 ID=wsj_0099.4 Difference:  -0.3112
Reference:  Federal Data Corp. got a $ 29.4 million Air Force contract for intelligence data handling .
parse-ranking:  0.6888 Federal Data Corp. got a $ 29.4 million Force Air contract for data intelligence handling .
perceptron-nbest:  1.0 Federal Data Corp. got a $ 29.4 million Air Force contract for intelligence data handling .
-flu -ne -adq -npord -nn

3 ID=wsj_0038.3 Difference:  -0.3076
Reference:  the warrants expire Nov. 30 , 1990 .
parse-ranking:  0.4113 the warrants expire 1990 Nov. 30 .
perceptron-nbest:  0.7189 the warrants expire Nov. 30 1990 .
-flu -ne

4 ID=wsj_0037.67 Difference:  -0.302
Reference:  the Czech dam ca n't be operated solely at peak periods without the Nagymaros project .
parse-ranking:  0.698 the Czech dam ca n't be operated without the Nagymaros project solely at peak periods .
perceptron-nbest:  1.0 the Czech dam ca n't be operated solely at peak periods without the Nagymaros project .
=ok =vpord

5 ID=wsj_0044.111 Difference:  -0.3011
Reference:  `` I was dumbfounded '' , Mrs. Ward recalls .
parse-ranking:  0.6989 `` I was dumbfounded '' , recalls Mrs. Ward .
perceptron-nbest:  1.0 `` I was dumbfounded '' , Mrs. Ward recalls .
=ok =sbjinv ***

6 ID=wsj_0071.42 Difference:  -0.2777
Reference:  `` it 's just sort of a one-upsmanship thing with some people '' , added Larry Shapiro .
parse-ranking:  0.5469 `` with some people it 's just sort of a one-upsmanship thing '' , Larry Shapiro added .
perceptron-nbest:  0.8246 `` it 's just sort of a one-upsmanship thing with some people '' , Larry Shapiro added .
=ok =init

7 ID=wsj_0041.18 Difference:  -0.2728
Reference:  the screen shows two distorted , unrecognizable photos , presumably of two politicians .
parse-ranking:  0.7272 the screen shows two distorted , unrecognizable photos presumably , of two politicians .
perceptron-nbest:  1.0 the screen shows two distorted , unrecognizable photos , presumably of two politicians .
-adq -advmod ***

8 ID=wsj_0088.15 Difference:  -0.2728
Reference:  a final modification was made to the five-point opening limit for the contract .
parse-ranking:  0.7272 a final modification was made to the opening five-point limit for the contract .
perceptron-nbest:  1.0 a final modification was made to the five-point opening limit for the contract .
-adq -npord -nn 

9 ID=wsj_0071.19 Difference:  -0.2712
Reference:  the great reds of the Rhone Valley have soared in price as well .
parse-ranking:  0.7288 the great reds of the Rhone Valley have soared as well in price .
perceptron-nbest:  1.0 the great reds of the Rhone Valley have soared in price as well .
-flu -vpord

10 ID=wsj_0048.2 Difference:  -0.2541
Reference:  the Nasdaq composite index added 1.01 to 456.64 on paltry volume of 118.6 million shares .
parse-ranking:  0.7459 the Nasdaq composite index added 1.01 on paltry volume of 118.6 million shares to 456.64 .
perceptron-nbest:  1.0 the Nasdaq composite index added 1.01 to 456.64 on paltry volume of 118.6 million shares .
-flu -vpord

11 ID=wsj_0062.51 Difference:  -0.2419
Reference:  Ketchum Communications , Pittsburgh , acquired Braun & Co. , a Los Angeles investor-relations and marketing-communications firm .
parse-ranking:  0.7581 Ketchum Communications , Pittsburgh , acquired Braun & Co. , a investor-relations and marketing-communications Los Angeles firm .
perceptron-nbest:  1.0 Ketchum Communications , Pittsburgh , acquired Braun & Co. , a Los Angeles investor-relations and marketing-communications firm .
-flu -npord

12 ID=wsj_0010.15 Difference:  -0.2416
Reference:  back downtown , the execs squeezed in a few meetings at the hotel before boarding the buses again .
parse-ranking:  0.7584 back downtown , the execs squeezed a few meetings at the hotel in before boarding the buses again .
perceptron-nbest:  1.0 back downtown , the execs squeezed in a few meetings at the hotel before boarding the buses again .
-flu -vpord

13 ID=wsj_0041.12 Difference:  -0.24
Reference:  `` David Dinkins failed to file his income taxes for four straight years '' , says a disembodied male voice .
parse-ranking:  0.6248 `` for four straight years David Dinkins failed to file his income taxes '' , says a male disembodied voice .
perceptron-nbest:  0.8648 `` David Dinkins failed to file his income taxes for four straight years '' , says a male disembodied voice .
=ok =init

14 ID=wsj_0044.3 Difference:  -0.2388
Reference:  she had seen cheating before , but these notes were uncanny .
parse-ranking:  0.7612 she had seen cheating , before , but these notes were uncanny .
perceptron-nbest:  1.0 she had seen cheating before , but these notes were uncanny .
-flu -punct

15 ID=wsj_0027.3 Difference:  -0.2299
Reference:  Stephen Akerfeldt , currently vice president finance , will succeed Mr. McAlpine .
parse-ranking:  0.7701 Stephen Akerfeldt , currently president vice finance , will succeed Mr. McAlpine .
perceptron-nbest:  1.0 Stephen Akerfeldt , currently vice president finance , will succeed Mr. McAlpine .
-flu -ne

16 ID=wsj_0045.21 Difference:  -0.2175
Reference:  Scoring High and Learning Materials are the best-selling preparation tests .
parse-ranking:  0.7825 Scoring High , and Learning Materials are the best-selling preparation tests .
perceptron-nbest:  1.0 Scoring High and Learning Materials are the best-selling preparation tests .
-flu -punct

17 ID=wsj_0015.5 Difference:  -0.2137
Reference:  `` the refund pool ... may not be held hostage through another round of appeals '' , Judge Curry said .
parse-ranking:  0.7863 `` the refund pool may not be held hostage through another round of appeals ... '' , Judge Curry said .
perceptron-nbest:  1.0 `` the refund pool ... may not be held hostage through another round of appeals '' , Judge Curry said .
-flu -punct

18 ID=wsj_0027.4 Difference:  -0.2018
Reference:  an ambitious expansion has left Magna with excess capacity and a heavy debt load as the automotive industry enters a downturn .
parse-ranking:  0.7982 an ambitious expansion has left Magna as the automotive industry enters a downturn with excess capacity and a heavy debt load .
perceptron-nbest:  1.0 an ambitious expansion has left Magna with excess capacity and a heavy debt load as the automotive industry enters a downturn .
-flu -vpord

19 ID=wsj_0004.6 Difference:  -0.1989
Reference:  shorter maturities are considered a sign of rising rates because portfolio managers can capture higher rates sooner .
parse-ranking:  0.8011 shorter maturities are considered a sign of rising rates because portfolio managers can sooner capture higher rates .
perceptron-nbest:  1.0 shorter maturities are considered a sign of rising rates because portfolio managers can capture higher rates sooner .
-flu -vpord

20 ID=wsj_0051.30 Difference:  -0.1879
Reference:  Fujitsu and NEC said they were still investigating , and that knowledge of more such bids could emerge .
parse-ranking:  0.5597 Fujitsu and NEC said they were still investigating and knowledge of such more bids could emerge .
perceptron-nbest:  0.7476 Fujitsu and NEC said they were still investigating and knowledge of more such bids could emerge .
-flu -npord

21 ID=wsj_0064.24 Difference:  -0.1867
Reference:  the new Explorer sport-utility vehicle , set for introduction next spring , will also have the rear-seat belts .
parse-ranking:  0.6269 the new sport-utility Explorer vehicle , set for introduction next spring , also will have the rear-seat belts .
perceptron-nbest:  0.8136 the new Explorer sport-utility vehicle , set for introduction next spring , also will have the rear-seat belts .
-flu -npord

22 ID=wsj_0070.1 Difference:  -0.1864
Reference:  Rally 's Inc. said it has redeemed its rights outstanding issued Monday in its shareholder rights plan .
parse-ranking:  0.8136 Rally 's Inc. said it has redeemed its rights outstanding issued in its shareholder rights plan Monday .
perceptron-nbest:  1.0 Rally 's Inc. said it has redeemed its rights outstanding issued Monday in its shareholder rights plan .
=ok =vpord

23 ID=wsj_0097.22 Difference:  -0.1864
Reference:  `` it has not been disruptive in the markets here '' , Mr. Maughan said .
parse-ranking:  0.8136 `` it has not been disruptive in the markets here '' , said Mr. Maughan .
perceptron-nbest:  1.0 `` it has not been disruptive in the markets here '' , Mr. Maughan said .
=ok =sbjinv

24 ID=wsj_0036.65 Difference:  -0.1774
Reference:  here are the Commerce Department 's latest figures for manufacturers in billions of dollars , seasonally adjusted .
parse-ranking:  0.7206 here are the Commerce Department 's latest figures in billions of dollars for manufacturers , seasonally adjusted .
perceptron-nbest:  0.898 here is the Commerce Department 's latest figures for manufacturers in billions of dollars , seasonally adjusted .
-flu -npord +agr

25 ID=wsj_0044.81 Difference:  -0.1754
Reference:  winning a bonus for a third year was n't that important to her , Mrs. Yeargin insists .
parse-ranking:  0.8246 winning a bonus for a third year was n't that important to her , insists Mrs. Yeargin .
perceptron-nbest:  1.0 winning a bonus for a third year was n't that important to her , Mrs. Yeargin insists .
=ok =sbjinv

26 ID=wsj_0039.11 Difference:  -0.1734
Reference:  filmed in lovely black and white by Bill Dill , the New York streets of `` Sidewalk Stories '' seem benign .
parse-ranking:  0.8266 filmed by Bill Dill in lovely black and white , the New York streets of `` Sidewalk Stories '' seem benign .
perceptron-nbest:  1.0 filmed in lovely black and white by Bill Dill , the New York streets of `` Sidewalk Stories '' seem benign .
=ok =npord

27 ID=wsj_0001.2 Difference:  -0.1685
Reference:  Mr. Vinken is chairman of Elsevier N.V. , the Dutch publishing group .
parse-ranking:  0.8315 Mr. Vinken is chairman of Elsevier N.V. , the publishing Dutch group .
perceptron-nbest:  1.0 Mr. Vinken is chairman of Elsevier N.V. , the Dutch publishing group .
-flu -npord -nn

28 ID=wsj_0080.4 Difference:  -0.161
Reference:  however , it has n't yet made any proposals to shareholders .
parse-ranking:  0.59 however , yet it has n't made any proposals to shareholders .
perceptron-nbest:  0.751 yet however , it has n't made any proposals to shareholders .
-flu -init

29 ID=wsj_0076.3 Difference:  -0.1608
Reference:  Reames , a maker and marketer of frozen noodles and pre-cooked pasta based in Clive , Iowa , has annual sales of about $ 11 million , Lancaster said .
parse-ranking:  0.8392 Reames , a maker and marketer based in Clive , Iowa , of frozen noodles and pre-cooked pasta , has annual sales of about $ 11 million , Lancaster said .
perceptron-nbest:  1.0 Reames , a maker and marketer of frozen noodles and pre-cooked pasta based in Clive , Iowa , has annual sales of about $ 11 million , Lancaster said .
-flu -npord

30 ID=wsj_0090.35 Difference:  -0.1591
Reference:  he factors that into the market yield to get an adjusted yield of about 3.6 % .
parse-ranking:  0.8409 to get an adjusted yield of about 3.6 % he factors that into the market yield .
perceptron-nbest:  1.0 he factors that into the market yield to get an adjusted yield of about 3.6 % .
-flu -init

31 ID=wsj_0034.35 Difference:  -0.1569
Reference:  `` there may be an international viewpoint cast on the funds listed here '' , Mr. Porter says .
parse-ranking:  0.8431 `` there may be an international viewpoint cast on the funds listed here '' , says Mr. Porter .
perceptron-nbest:  1.0 `` there may be an international viewpoint cast on the funds listed here '' , Mr. Porter says .
=ok =sbjinv

32 ID=wsj_0098.12 Difference:  -0.1569
Reference:  adopting a training-wage policy means getting beyond the nickel and diming of the minimum wage , Mrs. Roukema said .
parse-ranking:  0.8431 adopting a training-wage policy means getting beyond the nickel and diming of the minimum wage , said Mrs. Roukema .
perceptron-nbest:  1.0 adopting a training-wage policy means getting beyond the nickel and diming of the minimum wage , Mrs. Roukema said .
=ok =sbjinv

33 ID=wsj_0083.25 Difference:  -0.1524
Reference:  `` it 's not just a simple investment in a small company '' , Mr. Wakui says .
parse-ranking:  0.6515 `` it 's not a just simple investment in a small company '' , says Mr. Wakui .
perceptron-nbest:  0.8039 `` it 's not a simple just investment in a small company '' , Mr. Wakui says .
-flu -npord =sbjinv

34 ID=wsj_0089.12 Difference:  -0.151
Reference:  `` to ring for even one service at this tower , we have to scrape '' , says Mr. Hammond , a retired water-authority worker .
parse-ranking:  0.7666 `` ring at this tower for even one service , we have to scrape '' , says Mr. Hammond , a retired water-authority worker .
perceptron-nbest:  0.9176 `` ring for even one service at this tower , we have to scrape '' , says Mr. Hammond , a retired water-authority worker .
-flu -vpord

35 ID=wsj_0071.47 Difference:  -0.1461
Reference:  `` they wo n't buy if the quality is not there '' , said Cedric Martin of Martin Wine Cellar in New Orleans .
parse-ranking:  0.8539 `` they wo n't buy if not the quality is there '' , said Cedric Martin of Martin Wine Cellar in New Orleans .
perceptron-nbest:  1.0 `` they wo n't buy if the quality is not there '' , said Cedric Martin of Martin Wine Cellar in New Orleans .
-flu -aux

36 ID=wsj_0095.8 Difference:  -0.1434
Reference:  why are we blacks continually defined by our minority and the lowest common denominator .
parse-ranking:  0.6193 why , continually , we blacks are defined by our minority and the lowest common denominator .
perceptron-nbest:  0.7627 why we blacks is continually defined by our minority and the lowest common denominator .
+flu +agr =init

37 ID=wsj_0018.31 Difference:  -0.1419
Reference:  on the other hand , had it existed then , Cray Computer would have incurred a $ 20.5 million loss .
parse-ranking:  0.8581 on the other hand , had it then existed , Cray Computer would have incurred a $ 20.5 million loss .
perceptron-nbest:  1.0 on the other hand , had it existed then , Cray Computer would have incurred a $ 20.5 million loss .
-flu -vpord

38 ID=wsj_0090.33 Difference:  -0.1381
Reference:  so , while stock prices may look fairly high relative to dividends , they are not excessive relative to the underlying corporate strength .
parse-ranking:  0.72 so , while stock prices may look high fairly relative to dividends , they are not excessive relative to the corporate underlying strength .
perceptron-nbest:  0.8581 so , while stock prices may look high fairly relative to dividends , they are not excessive relative to the underlying corporate strength .
-flu -npord -nn

39 ID=wsj_0049.31 Difference:  -0.1357
Reference:  often , judges ease into more lucrative private practice with little fanfare , but not federal Judge Raul A. Ramirez in Sacramento , Calif .
parse-ranking:  0.6839 often , judges ease with little fanfare but federal Judge Raul A. Ramirez in Sacramento , Calif , not into more lucrative private practice .
perceptron-nbest:  0.8196 but federal Judge Raul A. Ramirez in Sacramento , Calif , not often , judges ease into more lucrative private practice with little fanfare .
-flu -vpord !bad

40 ID=wsj_0072.3 Difference:  -0.1355
Reference:  `` the economy is clearly slowing '' , says Robert Black , president of the Richmond Federal Reserve Bank .
parse-ranking:  0.8645 `` the economy is slowing clearly '' , says Robert Black , president of the Richmond Federal Reserve Bank .
perceptron-nbest:  1.0 `` the economy is clearly slowing '' , says Robert Black , president of the Richmond Federal Reserve Bank .
=ok =vpord

41 ID=wsj_0015.4 Difference:  -0.1311
Reference:  Judge Curry ordered the refunds to begin Feb. 1 and said that he would n't entertain any appeals or other attempts to block his order by Commonwealth Edison .
parse-ranking:  0.7883 Judge Curry ordered the refunds to begin Feb. 1 and said he would n't entertain any appeals or other attempts by Commonwealth Edison to block his order .
perceptron-nbest:  0.9194 Judge Curry ordered the refunds to begin Feb. 1 and said he would n't entertain any appeals or other attempts to block his order by Commonwealth Edison .
-flu -npord

42 ID=wsj_0043.42 Difference:  -0.1296
Reference:  `` no one wants the U.S. to pick up its marbles and go home '' , Mr. Hormats says .
parse-ranking:  0.8704 `` no one wants the U.S. to pick up its marbles and go home '' , says Mr. Hormats .
perceptron-nbest:  1.0 `` no one wants the U.S. to pick up its marbles and go home '' , Mr. Hormats says .
=ok =sbjinv

43 ID=wsj_0022.5 Difference:  -0.1275
Reference:  Apple II owners , for example , had to use their television sets as screens and stored data on audiocassettes .
parse-ranking:  0.8725 Apple II owners , for example , had to use their television sets as screens , and stored data on audiocassettes .
perceptron-nbest:  1.0 Apple II owners , for example , had to use their television sets as screens and stored data on audiocassettes .
=ok =punct

44 ID=wsj_0039.7 Difference:  -0.1269
Reference:  so would the Little Tramp , for that matter .
parse-ranking:  0.3758 so for that matter the Little Tramp would .
perceptron-nbest:  0.5027 so the Little Tramp would for that matter .
-flu -init

45 ID=wsj_0039.40 Difference:  -0.1242
Reference:  there is very little to recommend `` Old Gringo '' , a confused rendering of the Carlos Fuentes novel of the Mexican Revolution .
parse-ranking:  0.8758 there is very little to recommend `` Old Gringo '' , a confused rendering of the Fuentes Carlos novel of the Mexican Revolution .
perceptron-nbest:  1.0 there is very little to recommend `` Old Gringo '' , a confused rendering of the Carlos Fuentes novel of the Mexican Revolution .
-flu -ne

46 ID=wsj_0013.2 Difference:  -0.1231
Reference:  the move leaves United Illuminating Co. and Northeast Utilities as the remaining outside bidders for PS of New Hampshire , which also has proposed an internal reorganization plan in chapter 11 bankruptcy proceedings under which it would remain an independent company .
parse-ranking:  0.6637 the move leaves as the outside remaining bidders for PS of New Hampshire , which has also proposed in chapter 11 bankruptcy proceedings an internal reorganization plan under which it would remain an independent company , United Illuminating Co. and Northeast Utilities .
perceptron-nbest:  0.7868 the move leaves as the remaining outside bidders for PS of New Hampshire , which also has proposed in chapter 11 bankruptcy proceedings an internal reorganization plan under which it would remain an independent company , United Illuminating Co. and Northeast Utilities .
-flu -npord

47 ID=wsj_0036.5 Difference:  -0.1222
Reference:  the purchasing managers , however , also said that orders turned up in October after four months of decline .
parse-ranking:  0.7384 the purchasing managers also said , however , that orders turned up in October after four months of decline .
perceptron-nbest:  0.8606 the purchasing managers , however , also said orders turned up in October after four months of decline .
=ok =vpord =thatcmp

48 ID=wsj_0047.9 Difference:  -0.1218
Reference:  the department placed a moratorium on the research , pending a review of scientific , legal and ethical issues .
parse-ranking:  0.7388 the department placed a moratorium on the research , pending a review of legal and ethical scientific issues .
perceptron-nbest:  0.8606 the department placed a moratorium on the research , pending a review of scientific legal and ethical issues .
-adq -npcoord !bad

49 ID=wsj_0047.1 Difference:  -0.1213
Reference:  the Department of Health and Human Services plans to extend its moratorium on federal funding of research involving fetal-tissue transplants .
parse-ranking:  0.8787 the Department of Health , and Human Services plans to extend its moratorium on federal funding of research involving fetal-tissue transplants .
perceptron-nbest:  1.0 the Department of Health and Human Services plans to extend its moratorium on federal funding of research involving fetal-tissue transplants .
-flu -punct

