From 51220186a3714db88ed6c15b81a48f2ece1c9c0a Mon Sep 17 00:00:00 2001
From: "fraszosia@gmail.com" <zoffra3@st.amu.edu.pl>
Date: Fri, 1 Apr 2022 15:41:25 +0200
Subject: [PATCH] 470619

---
 dev-0/out.tsv  | 18240 +++++++++++++++++++++++------------------------
 run.ipynb      |     7 +-
 run.py         |     7 +-
 test-A/out.tsv | 12648 ++++++++++++++++----------------
 4 files changed, 15450 insertions(+), 15452 deletions(-)

diff --git a/dev-0/out.tsv b/dev-0/out.tsv
index 45aae46..9fc2099 100644
--- a/dev-0/out.tsv
+++ b/dev-0/out.tsv
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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
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