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Example runs for raw and parsed input
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1 Suddenly Suddenly CPOS RB FEATS 3 advmod *** | ||
2 he he CPOS PRP FEATS 3 nsubj *** | ||
3 turned turn CPOS VBD FEATS 0 root *** | ||
4 upon upon CPOS IN FEATS 5 case *** | ||
5 me me CPOS PRP FEATS 3 nmod:upon *** | ||
6 with with CPOS IN FEATS 9 case *** | ||
7 a a CPOS DT FEATS 9 det *** | ||
8 mischievous mischievous CPOS JJ FEATS 9 amod *** | ||
9 twinkle twinkle CPOS NN FEATS 3 nmod:with *** | ||
10 in in CPOS IN FEATS 12 case *** | ||
11 his his CPOS PRP$ FEATS 12 nmod:poss *** | ||
12 eyes eye CPOS NNS FEATS 9 nmod:in *** | ||
13 . . CPOS . FEATS 3 punct *** | ||
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1 No No CPOS DT FEATS 2 neg No _ _ | ||
2 woman woman CPOS NN FEATS 5 nsubj _ woman _ | ||
3 would would CPOS MD FEATS 5 aux _ would _ | ||
4 ever ever CPOS RB FEATS 5 advmod _ ever _ | ||
5 send send CPOS VB FEATS 0 root _ send _ | ||
6 a a CPOS DT FEATS 8 det _ a _ | ||
7 reply-paid reply-paid CPOS JJ FEATS 8 amod _ reply-paid _ | ||
8 telegram telegram CPOS NN FEATS 5 dobj _ telegram _ | ||
9 . . CPOS . FEATS 5 punct _ _ _ | ||
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1 After After CPOS IN FEATS 3 case _ _ _ _ _ _ | ||
2 his his CPOS PRP$ FEATS 3 nmod:poss _ _ _ _ _ _ | ||
3 habit habit CPOS NN FEATS 5 nmod:after _ _ _ _ _ _ | ||
4 he he CPOS PRP FEATS 5 nsubj _ he _ _ _ _ | ||
5 said say CPOS VBD FEATS 0 root _ said _ _ _ _ | ||
6 nothing nothing CPOS NN FEATS 5 dobj nothing _ _ _ _ _ | ||
7 , , CPOS , FEATS 5 punct _ _ _ _ _ _ | ||
8 and and CPOS CC FEATS 5 cc _ _ _ _ _ _ | ||
9 after after CPOS IN FEATS 10 case _ _ _ _ _ _ | ||
10 mine mine CPOS NN FEATS 12 nmod:after _ _ _ _ _ _ | ||
11 I I CPOS PRP FEATS 12 nsubj _ _ _ _ I _ | ||
12 asked ask CPOS VBD FEATS 5 conj:and _ _ _ _ asked _ | ||
13 no no CPOS DT FEATS 14 neg _ _ _ no _ _ | ||
14 questions question CPOS NNS FEATS 12 dobj _ _ _ _ questions _ | ||
15 . . CPOS . FEATS 5 punct _ _ _ _ _ _ | ||
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1 Suddenly Suddenly CPOS RB FEATS 3 advmod # | ||
2 he he CPOS PRP FEATS 3 nsubj # | ||
3 turned turn CPOS VBD FEATS 0 root # | ||
4 upon upon CPOS IN FEATS 5 case # | ||
5 me me CPOS PRP FEATS 3 nmod:upon # | ||
6 with with CPOS IN FEATS 9 case # | ||
7 a a CPOS DT FEATS 9 det # | ||
8 mischievous mischievous CPOS JJ FEATS 9 amod # | ||
9 twinkle twinkle CPOS NN FEATS 3 nmod:with # | ||
10 in in CPOS IN FEATS 12 case # | ||
11 his his CPOS PRP$ FEATS 12 nmod:poss # | ||
12 eyes eye CPOS NNS FEATS 9 nmod:in # | ||
13 . . CPOS . FEATS 3 punct # | ||
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1 No No CPOS DT FEATS 2 neg # | ||
2 woman woman CPOS NN FEATS 5 nsubj # | ||
3 would would CPOS MD FEATS 5 aux # | ||
4 ever ever CPOS RB FEATS 5 advmod # | ||
5 send send CPOS VB FEATS 0 root # | ||
6 a a CPOS DT FEATS 8 det # | ||
7 reply-paid reply-paid CPOS JJ FEATS 8 amod # | ||
8 telegram telegram CPOS NN FEATS 5 dobj # | ||
9 . . CPOS . FEATS 5 punct # | ||
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1 After After CPOS IN FEATS 3 case # | ||
2 his his CPOS PRP$ FEATS 3 nmod:poss # | ||
3 habit habit CPOS NN FEATS 5 nmod:after $ | ||
4 he he CPOS PRP FEATS 5 nsubj # | ||
5 said say CPOS VBD FEATS 0 root # | ||
6 nothing nothing CPOS NN FEATS 5 dobj # | ||
7 , , CPOS , FEATS 5 punct # | ||
8 and and CPOS CC FEATS 5 cc # | ||
9 after after CPOS IN FEATS 10 case # | ||
10 mine mine CPOS NN FEATS 12 nmod:after # | ||
11 I I CPOS PRP FEATS 12 nsubj # | ||
12 asked ask CPOS VBD FEATS 5 conj:and # | ||
13 no no CPOS DT FEATS 14 neg # | ||
14 questions question CPOS NNS FEATS 12 dobj # | ||
15 . . CPOS . FEATS 5 punct # | ||
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Martines-MacBook-Pro:negtool martineenger$ python negtool.py -m parsed -f test_input.txt |
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1 Suddenly suddenly RB _ 3 advmod *** | ||
2 he he PRP _ 3 nsubj *** | ||
3 turned turn VBD _ 0 ROOT *** | ||
4 upon upon IN _ 5 case *** | ||
5 me I PRP _ 3 nmod *** | ||
6 with with IN _ 9 case *** | ||
7 a a DT _ 9 det *** | ||
8 mischievous mischievous JJ _ 9 amod *** | ||
9 twinkle twinkle NN _ 3 nmod *** | ||
10 in in IN _ 12 case *** | ||
11 his he PRP$ _ 12 nmod:poss *** | ||
12 eyes eye NNS _ 9 nmod *** | ||
13 . . . _ 3 punct *** | ||
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1 No no DT _ 2 neg No _ _ | ||
2 woman woman NN _ 5 nsubj _ woman _ | ||
3 would would MD _ 5 aux _ would _ | ||
4 ever ever RB _ 5 advmod _ ever _ | ||
5 send send VB _ 0 ROOT _ send _ | ||
6 a a DT _ 8 det _ a _ | ||
7 reply-paid reply-paid JJ _ 8 amod _ reply-paid _ | ||
8 telegram telegram NN _ 5 dobj _ telegram _ | ||
9 . . . _ 5 punct _ _ _ | ||
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1 If if IN _ 7 mark _ _ _ | ||
2 the the DT _ 3 det _ the _ | ||
3 corpus corpus NN _ 7 nsubjpass _ corpus _ | ||
4 can can MD _ 7 aux _ can _ | ||
5 not not RB _ 7 neg not _ _ | ||
6 be be VB _ 7 auxpass _ be _ | ||
7 found find VBN _ 14 advcl _ found _ | ||
8 , , , _ 14 punct _ _ _ | ||
9 then then RB _ 10 advmod _ _ _ | ||
10 accessing access VBG _ 14 csubj _ _ _ | ||
11 this this DT _ 12 det _ _ _ | ||
12 object object NN _ 10 dobj _ _ _ | ||
13 will will MD _ 14 aux _ _ _ | ||
14 raise raise VB _ 0 ROOT _ _ _ | ||
15 an a DT _ 16 det _ _ _ | ||
16 exception exception NN _ 14 dobj _ _ _ | ||
17 , , , _ 14 punct _ _ _ | ||
18 displaying display VBG _ 14 advcl _ _ _ | ||
19 installation installation NN _ 20 compound _ _ _ | ||
20 instructions instruction NNS _ 18 dobj _ _ _ | ||
21 for for IN _ 25 case _ _ _ | ||
22 the the DT _ 25 det _ _ _ | ||
23 NLTK NLTK NNP _ 25 compound _ _ _ | ||
24 data datum NNS _ 25 compound _ _ _ | ||
25 package package NN _ 20 nmod _ _ _ | ||
26 . . . _ 14 punct _ _ _ | ||
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1 It it PRP _ 7 nsubj *** | ||
2 is be VBZ _ 7 cop *** | ||
3 , , , _ 7 punct *** | ||
4 however however RB _ 7 advmod *** | ||
5 , , , _ 7 punct *** | ||
6 unfortunately unfortunately RB _ 7 advmod *** | ||
7 impossible impossible JJ _ 0 ROOT *** | ||
8 entirely entirely RB _ 7 advmod *** | ||
9 to to TO _ 10 mark *** | ||
10 separate separate VB _ 7 xcomp *** | ||
11 the the DT _ 12 det *** | ||
12 sentational sentational NN _ 10 dobj *** | ||
13 from from IN _ 15 case *** | ||
14 the the DT _ 15 det *** | ||
15 criminal criminal JJ _ 10 nmod *** | ||
16 . . . _ 7 punct *** | ||
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1 It it PRP _ 6 nsubj *** | ||
2 was be VBD _ 6 cop *** | ||
3 a a DT _ 6 det *** | ||
4 blazing blaze VBG _ 6 amod *** | ||
5 hot hot JJ _ 6 amod *** | ||
6 day day NN _ 0 ROOT *** | ||
7 in in IN _ 8 case *** | ||
8 August August NNP _ 6 nmod *** | ||
9 . . . _ 6 punct *** | ||
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1 But but CC _ 6 cc *** | ||
2 the the DT _ 4 det *** | ||
3 morning morning NN _ 4 compound *** | ||
4 paper paper NN _ 6 nsubj *** | ||
5 was be VBD _ 6 cop *** | ||
6 uninteresting uninteresting JJ _ 0 ROOT *** | ||
7 . . . _ 6 punct *** | ||
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1 Everybody everybody NN _ 5 nsubj *** | ||
2 was be VBD _ 5 cop *** | ||
3 out out IN _ 5 case *** | ||
4 of of IN _ 5 case *** | ||
5 town town NN _ 0 ROOT *** | ||
6 , , , _ 5 punct *** | ||
7 and and CC _ 5 cc *** | ||
8 I I PRP _ 9 nsubj *** | ||
9 yearned yearn VBD _ 5 conj *** | ||
10 for for IN _ 12 case *** | ||
11 the the DT _ 12 det *** | ||
12 glades glade NNS _ 9 nmod *** | ||
13 of of IN _ 16 case *** | ||
14 the the DT _ 16 det *** | ||
15 New New NNP _ 16 compound *** | ||
16 Forest Forest NNP _ 12 nmod *** | ||
17 or or CC _ 16 cc *** | ||
18 the the DT _ 19 det *** | ||
19 shingle shingle NN _ 16 conj *** | ||
20 of of IN _ 21 case *** | ||
21 Southsea Southsea NNP _ 19 nmod *** | ||
22 . . . _ 5 punct *** | ||
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1 A a DT _ 4 det _ _ _ | ||
2 depleted deplete VBN _ 4 amod _ _ _ | ||
3 bank bank NN _ 4 compound _ _ _ | ||
4 account account NN _ 6 nsubj _ _ _ | ||
5 had have VBD _ 6 aux _ _ _ | ||
6 caused cause VBN _ 0 ROOT _ _ _ | ||
7 me I PRP _ 6 dobj _ _ _ | ||
8 to to TO _ 9 mark _ _ _ | ||
9 postpone postpone VB _ 6 xcomp _ _ _ | ||
10 my my PRP$ _ 11 nmod:poss _ _ _ | ||
11 holiday holiday NN _ 9 dobj _ _ _ | ||
12 , , , _ 6 punct _ _ _ | ||
13 and and CC _ 6 cc _ _ _ | ||
14 as as IN _ 17 case _ _ _ | ||
15 to to TO _ 17 case _ _ _ | ||
16 my my PRP$ _ 17 nmod:poss _ _ _ | ||
17 companion companion NN _ 25 nmod _ _ _ | ||
18 , , , _ 17 punct _ _ _ | ||
19 neither neither CC _ 21 cc:preconj neither _ _ | ||
20 the the DT _ 21 det _ the _ | ||
21 country country NN _ 17 conj _ country _ | ||
22 nor nor CC _ 17 cc nor _ _ | ||
23 the the DT _ 24 det _ the _ | ||
24 sea sea NN _ 17 conj _ sea _ | ||
25 presented present VBD _ 6 conj _ presented _ | ||
26 the the DT _ 28 det _ the _ | ||
27 slightest slightest JJS _ 28 amod _ slightest _ | ||
28 attraction attraction NN _ 25 dobj _ attraction _ | ||
29 to to TO _ 30 case _ to _ | ||
30 him he PRP _ 25 nmod _ him _ | ||
31 . . . _ 6 punct _ _ _ | ||
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1 After after IN _ 3 case _ _ _ _ _ _ | ||
2 his he PRP$ _ 3 nmod:poss _ _ _ _ _ _ | ||
3 habit habit NN _ 5 nmod _ _ _ _ _ _ | ||
4 he he PRP _ 5 nsubj _ he _ _ _ _ | ||
5 said say VBD _ 0 ROOT _ said _ _ _ _ | ||
6 nothing nothing NN _ 5 dobj nothing _ _ _ _ _ | ||
7 , , , _ 6 punct _ _ _ _ _ _ | ||
8 and and CC _ 6 cc _ _ _ _ _ _ | ||
9 after after IN _ 10 case _ _ _ _ _ _ | ||
10 mine mine NN _ 12 nmod _ _ _ _ _ _ | ||
11 I I PRP _ 12 nsubj _ _ _ _ I _ | ||
12 asked ask VBD _ 6 conj _ _ _ _ asked _ | ||
13 no no DT _ 14 neg _ _ _ no _ _ | ||
14 questions question NNS _ 12 dobj _ _ _ _ questions _ | ||
15 . . . _ 5 punct _ _ _ _ _ _ | ||
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Suddenly he turned upon me with a mischievous twinkle in his eyes. | ||
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No woman would ever send a reply-paid telegram. | ||
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If the corpus can not be found, then accessing this object will raise an exception, displaying installation instructions for the NLTK data package. | ||
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It is, however, unfortunately impossible entirely to separate the sentational from the criminal. | ||
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It was a blazing hot day in August. | ||
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But the morning paper was uninteresting. | ||
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Everybody was out of town, and I yearned for the glades of the New Forest or the shingle of Southsea. | ||
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A depleted bank account had caused me to postpone my holiday, and as to my companion, neither the country nor the sea presented the slightest attraction to him. | ||
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After his habit he said nothing, and after mine I asked no questions. |
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Martines-MacBook-Pro:negtool martineenger$ python negtool.py -m raw -f test_input_raw.txt -d /Users/martineenger/Downloads/stanford-corenlp-full-2016-10-31 | ||
[main] INFO edu.stanford.nlp.pipeline.StanfordCoreNLP - Adding annotator tokenize | ||
[main] INFO edu.stanford.nlp.pipeline.TokenizerAnnotator - No tokenizer type provided. Defaulting to PTBTokenizer. | ||
[main] INFO edu.stanford.nlp.pipeline.StanfordCoreNLP - Adding annotator ssplit | ||
[main] INFO edu.stanford.nlp.pipeline.StanfordCoreNLP - Adding annotator pos | ||
[main] INFO edu.stanford.nlp.tagger.maxent.MaxentTagger - Reading POS tagger model from edu/stanford/nlp/models/pos-tagger/english-left3words/english-left3words-distsim.tagger ... done [2,4 sec]. | ||
[main] INFO edu.stanford.nlp.pipeline.StanfordCoreNLP - Adding annotator lemma | ||
[main] INFO edu.stanford.nlp.pipeline.StanfordCoreNLP - Adding annotator depparse | ||
[main] INFO edu.stanford.nlp.parser.nndep.DependencyParser - Loading depparse model file: edu/stanford/nlp/models/parser/nndep/english_UD.gz ... | ||
[main] INFO edu.stanford.nlp.parser.nndep.Classifier - PreComputed 99996, Elapsed Time: 20.65 (s) | ||
[main] INFO edu.stanford.nlp.parser.nndep.DependencyParser - Initializing dependency parser ... done [22,9 sec]. | ||
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Processing file /Users/martineenger/Dropbox/Masteroppgave/Thesis/src/final/negtool/test_input_raw.txt ... writing to /Users/martineenger/Dropbox/Masteroppgave/Thesis/src/final/negtool/test_input_raw.txt.conll | ||
Annotating file /Users/martineenger/Dropbox/Masteroppgave/Thesis/src/final/negtool/test_input_raw.txt ... done [1,3 sec]. | ||
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Annotation pipeline timing information: | ||
TokenizerAnnotator: 0,1 sec. | ||
WordsToSentencesAnnotator: 0,0 sec. | ||
POSTaggerAnnotator: 0,2 sec. | ||
MorphaAnnotator: 0,1 sec. | ||
DependencyParseAnnotator: 0,9 sec. | ||
TOTAL: 1,3 sec. for 148 tokens at 116,3 tokens/sec. | ||
Pipeline setup: 26,5 sec. | ||
Total time for StanfordCoreNLP pipeline: 28,2 sec. |