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+few:0.0037135614702154623 :0.9962864385297845 :1 diff --git a/run.ipynb b/run.ipynb index dcdeae8..f96d35d 100644 --- a/run.ipynb +++ b/run.ipynb @@ -71,7 +71,7 @@ "def generate_N_grams(text, ngram=1, no_punctuation=True):\n", " text = re.sub(r'[\\-] ', '', text).lower()\n", " if no_punctuation:\n", - " text = re.sub(r'[\\)\\(\\.\\,\\-]', ' ', text)\n", + " text = re.sub(r'[^\\w\\s]', ' ', text)\n", " words=[word for word in text.split()]\n", " temp=zip(*[words[i:] for i in range(0,ngram)])\n", " ans=[' '.join(ngram) for ngram in temp]\n", @@ -141,8 +141,7 @@ " if tmp_probs[i] == 1:\n", " tmp_probs[i] = 0.1\n", " else:\n", - " c = probs[word_2][min(probs[word_2].keys(), key=(lambda k: probs[word_2][k]))] / 10\n", - " tmp_probs[i] = probs[word_1][i] * c\n", + " tmp_probs[i] = probs[word_1][i] / 5\n", " else:\n", " tmp_probs = probs[word_1]\n", " else:\n", @@ -172,7 +171,7 @@ " t = i[0]\n", " t = re.sub(r'[\\-] ', '', t).lower()\n", " if True:\n", - " t = re.sub(r'[\\)\\(\\.\\,\\-]', ' ', t)\n", + " t = re.sub(r'[^\\w\\s]', ' ', t)\n", " words=[word for word in t.split()]\n", " found_words.append(find_word(words[-1], ' '.join(words[-2:])))\n", " return found_words\n", diff --git a/run.py b/run.py index c6967e4..91d561c 100644 --- a/run.py +++ b/run.py @@ -39,7 +39,7 @@ def print_example(data, words, idx): def generate_N_grams(text, ngram=1, no_punctuation=True): text = re.sub(r'[\-] ', '', text).lower() if no_punctuation: - text = re.sub(r'[\)\(\.\,\-]', ' ', text) + text = re.sub(r'[^\w\s]', ' ', text) words=[word for word in text.split()] temp=zip(*[words[i:] for i in range(0,ngram)]) ans=[' '.join(ngram) for ngram in temp] @@ -86,8 +86,7 @@ def find_word(word_1, word_2): if tmp_probs[i] == 1: tmp_probs[i] = 0.1 else: - c = probs[word_2][min(probs[word_2].keys(), key=(lambda k: probs[word_2][k]))] / 10 - tmp_probs[i] = probs[word_1][i] * c + tmp_probs[i] = probs[word_1][i] / 5 else: tmp_probs = probs[word_1] else: @@ -110,7 +109,7 @@ def find_words(data): t = i[0] t = re.sub(r'[\-] ', '', t).lower() if True: - t = re.sub(r'[\)\(\.\,\-]', ' ', t) + t = re.sub(r'[^\w\s]', ' ', t) words=[word for word in t.split()] found_words.append(find_word(words[-1], ' '.join(words[-2:]))) return found_words diff --git a/test-A/out.tsv b/test-A/out.tsv index ab3cfe9..9108ec3 100644 --- a/test-A/out.tsv +++ b/test-A/out.tsv @@ -1,7414 +1,7414 @@ -of:0.001463718467767051 :0.998536281532233 -the:0.1476257639868359 :0.8523742360131641 -made:0.001575950371131094 :0.9984240496288689 -few:0.018897432555714844 :0.9811025674442851 +of:0.0014041434453388956 :0.9985958565546611 +the:0.14802975706149019 :0.8519702429385099 +made:0.0015988031250908764 :0.9984011968749091 +few:0.01856780735107731 :0.9814321926489227 :1 to:0.6153846153846154 :0.3846153846153846 -to:0.046511627906976744 :0.9534883720930233 -and:0.00037832424613330366 :0.9996216757538667 -in:0.0006395442575374858 :0.9993604557424625 -and:0.011548711874444773 :0.9884512881255553 -been:0.0030428769017980637 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