From e72f319c75215f1cd3c2585d7ec0f8b42659920f Mon Sep 17 00:00:00 2001 From: s426135 Date: Mon, 27 Apr 2020 14:24:12 +0200 Subject: [PATCH] Bigrams, lemas, words --- dev-0/out.tsv | 10508 +++++++++++++++++++++++----------------------- prepare_data.py | 19 +- test-A/out.tsv | 10258 ++++++++++++++++++++++---------------------- 3 files changed, 10400 insertions(+), 10385 deletions(-) diff --git a/dev-0/out.tsv b/dev-0/out.tsv index e04ce21..30667af 100644 --- a/dev-0/out.tsv +++ b/dev-0/out.tsv @@ -1,5272 +1,5272 @@ -0.203547 -0.521442 -0.592490 -0.412662 -0.016554 -0.351733 -0.000008 -0.563986 -0.369052 -0.305160 -0.005303 -0.484581 -0.144504 -0.824955 -0.054066 -0.660738 -0.087466 -0.559560 -0.267795 -0.914942 -0.433607 -0.358397 -0.999998 -0.415752 -0.935331 -0.000012 -0.705009 -0.423289 -0.511117 -0.426286 -0.000043 -0.964597 -0.167365 -0.486582 -0.000000 -0.125101 -0.289455 -0.066302 -0.716164 -0.371945 -0.420103 -0.332112 -0.000202 -0.683642 -0.000194 -0.000077 -0.680114 -0.186379 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import stopwords from string import punctuation +from nltk.corpus import wordnet as wn + def clear_post(post): post = post.replace('\\n', ' ') @@ -31,6 +33,17 @@ def create_dict(in_file, expected_file): #post = clear_post(line) tokenized_line = [token for token in tt.tokenize(post) if token not in stoplist] bigrams = nltk.bigrams(tokenized_line) + lemas = {} + for word in set(tokenized_line): + res = wn.synsets(word) + if not res: + continue + word_lem = [] + for w in res: + le_na = w.lemma_names() + word_lem.append(" ".join(le_na)) + lemas[word] = " ".join(word_lem) + if exp == "d": ex_val = "" else: @@ -39,7 +52,7 @@ def create_dict(in_file, expected_file): ex_val = -1 counter+=1 big_merged = [i[0] +"_" + i[1] for i in list(bigrams)] - posts[counter] = [ex_val, " ".join(tokenized_line), " ".join(big_merged)] + posts[counter] = [ex_val, " ".join(tokenized_line), " ".join(big_merged), lemas] # TODO # Można stworzyc tutaj juz bigramy return posts @@ -49,8 +62,10 @@ def create_file(posts): exp = v[0] post = v[1] big = v[2] + lem = list(v[3].values()) + lem = " ".join(lem) #print(exp, "|", post) - print(exp, "|words", post, "|bigrams", big) + print(exp, "|words", post, "|bigrams", big, "|lemmas" , lem) def main(): if len(sys.argv) != 3: diff --git a/test-A/out.tsv b/test-A/out.tsv index 79c1e0c..baee620 100644 --- a/test-A/out.tsv +++ b/test-A/out.tsv @@ -1,5152 +1,5152 @@ -0.272390 -0.558868 -0.358794 -0.061269 -0.387210 -0.172547 -0.377530 -0.647190 -0.218457 -0.080040 -0.046164 -0.000135 -0.010190 -0.998997 -0.226343 -0.013270 -0.513664 -0.278431 -0.394098 -0.978550 -0.641533 -0.199169 -0.028318 -0.677620 -0.552817 -0.395481 -0.944885 -0.498407 -0.164826 -0.011675 -0.840329 -0.000001 -0.999920 -0.065655 -0.472554 +0.303783 +0.554368 +0.143565 +0.081431 +0.364111 +0.164712 +0.704499 +0.312442 +0.046413 +0.024834 +0.028077 +0.000298 +0.012940 +0.986091 +0.193044 +0.002807 +0.406295 +0.206526 +0.168138 +0.309617 +0.622020 +0.124624 +0.012131 +0.619541 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