added russian taggers
This commit is contained in:
		| @ -205,7 +205,7 @@ | |||||||
|    "cell_type": "markdown", |    "cell_type": "markdown", | ||||||
|    "metadata": {}, |    "metadata": {}, | ||||||
|    "source": [ |    "source": [ | ||||||
|     "## Exercise 01:" |     "## Task 01:" | ||||||
|    ] |    ] | ||||||
|   }, |   }, | ||||||
|   { |   { | ||||||
| @ -225,14 +225,14 @@ | |||||||
|   }, |   }, | ||||||
|   { |   { | ||||||
|    "cell_type": "code", |    "cell_type": "code", | ||||||
|    "execution_count": 7, |    "execution_count": 16, | ||||||
|    "metadata": {}, |    "metadata": {}, | ||||||
|    "outputs": [], |    "outputs": [], | ||||||
|    "source": [ |    "source": [ | ||||||
|     "def model_01(X,y,tX,ty, max_size=1000):\n", |     "def model_01(X,y,tX,ty, max_size=1000):\n", | ||||||
|     "    #classifier = DecisionTreeClassifier(criterion='entropy')\n", |     "    #classifier = DecisionTreeClassifier(criterion='entropy')\n", | ||||||
|     "    from sklearn.neural_network import MLPClassifier\n", |     "    from sklearn.neural_network import MLPClassifier\n", | ||||||
|     "    model01_clf = train_classifier(X,y,MLPClassifier(),max_size=1000)\n", |     "    model01_clf = train_classifier(X,y,MLPClassifier(),max_size=max_size)\n", | ||||||
|     "    return test_classifier(clf=model01_clf, tX=tX, ty=ty)" |     "    return test_classifier(clf=model01_clf, tX=tX, ty=ty)" | ||||||
|    ] |    ] | ||||||
|   }, |   }, | ||||||
| @ -305,6 +305,32 @@ | |||||||
|    "execution_count": 10, |    "execution_count": 10, | ||||||
|    "metadata": {}, |    "metadata": {}, | ||||||
|    "outputs": [ |    "outputs": [ | ||||||
|  |     { | ||||||
|  |      "data": { | ||||||
|  |       "text/plain": [ | ||||||
|  |        "[('Pierre', 'NNP'),\n", | ||||||
|  |        " ('Vinken', 'NNP'),\n", | ||||||
|  |        " (',', ','),\n", | ||||||
|  |        " ('61', 'CD'),\n", | ||||||
|  |        " ('years', 'NNS'),\n", | ||||||
|  |        " ('old', 'JJ'),\n", | ||||||
|  |        " (',', ','),\n", | ||||||
|  |        " ('will', 'MD'),\n", | ||||||
|  |        " ('join', 'VB'),\n", | ||||||
|  |        " ('the', 'DT'),\n", | ||||||
|  |        " ('board', 'NN'),\n", | ||||||
|  |        " ('as', 'IN'),\n", | ||||||
|  |        " ('a', 'DT'),\n", | ||||||
|  |        " ('nonexecutive', 'JJ'),\n", | ||||||
|  |        " ('director', 'NN'),\n", | ||||||
|  |        " ('Nov.', 'NNP'),\n", | ||||||
|  |        " ('29', 'CD'),\n", | ||||||
|  |        " ('.', '.')]" | ||||||
|  |       ] | ||||||
|  |      }, | ||||||
|  |      "metadata": {}, | ||||||
|  |      "output_type": "display_data" | ||||||
|  |     }, | ||||||
|     { |     { | ||||||
|      "name": "stdout", |      "name": "stdout", | ||||||
|      "output_type": "stream", |      "output_type": "stream", | ||||||
| @ -312,23 +338,23 @@ | |||||||
|       "P1.1\n", |       "P1.1\n", | ||||||
|       "start training…\n", |       "start training…\n", | ||||||
|       "training done\n", |       "training done\n", | ||||||
|       "Accuracy:  0.7712959728529368\n", |       "Accuracy:  0.7671041469135187\n", | ||||||
|       "P1.2\n", |       "P1.2\n", | ||||||
|       "P1.3\n", |       "P1.3\n", | ||||||
|       "P1.4\n", |       "P1.4\n", | ||||||
|       "start training…\n", |       "start training…\n", | ||||||
|       "training done\n", |       "training done\n", | ||||||
|       "Accuracy:  0.6410882090489463\n", |       "Accuracy:  0.6359655404139998\n", | ||||||
|       "P1.5\n", |       "P1.5\n", | ||||||
|       "P1.6\n", |       "P1.6\n", | ||||||
|       "{'P1.1': 0.7712959728529368,\n", |       "{'P1.1': 0.7671041469135187,\n", | ||||||
|       " 'P1.2': 0.8936074654423873,\n", |       " 'P1.2': 0.8936074654423873,\n", | ||||||
|       " 'P1.3 -- bi_model': 0.1132791057437996,\n", |       " 'P1.3 -- bi_model': 0.1132791057437996,\n", | ||||||
|       " 'P1.3 -- def_model': 0.1447677029791906,\n", |       " 'P1.3 -- def_model': 0.1447677029791906,\n", | ||||||
|       " 'P1.3 -- regexp_model': 0.24232746145017217,\n", |       " 'P1.3 -- regexp_model': 0.24232746145017217,\n", | ||||||
|       " 'P1.3 -- tri_model': 0.06736863116922003,\n", |       " 'P1.3 -- tri_model': 0.06736863116922003,\n", | ||||||
|       " 'P1.3 -- uni_model': 0.8608213982733669,\n", |       " 'P1.3 -- uni_model': 0.8608213982733669,\n", | ||||||
|       " 'P1.4': 0.6410882090489463,\n", |       " 'P1.4': 0.6359655404139998,\n", | ||||||
|       " 'P1.5': 0.6044583741861567,\n", |       " 'P1.5': 0.6044583741861567,\n", | ||||||
|       " 'P1.6 -- bi_model': 0.1132791057437996,\n", |       " 'P1.6 -- bi_model': 0.1132791057437996,\n", | ||||||
|       " 'P1.6 -- def_model': 0.1447677029791906,\n", |       " 'P1.6 -- def_model': 0.1447677029791906,\n", | ||||||
| @ -347,6 +373,8 @@ | |||||||
|     "brown_tagged = nltk.corpus.brown.tagged_sents()#(categories='news')\n", |     "brown_tagged = nltk.corpus.brown.tagged_sents()#(categories='news')\n", | ||||||
|     "brown_sents = nltk.corpus.brown.sents()#(categories='news')\n", |     "brown_sents = nltk.corpus.brown.sents()#(categories='news')\n", | ||||||
|     "\n", |     "\n", | ||||||
|  |     "display(treebank_tagged[0])\n", | ||||||
|  |     "\n", | ||||||
|     "X1,y1,tX1,ty1 = create_training_and_test_set(annotated_sentences=treebank_tagged, \n", |     "X1,y1,tX1,ty1 = create_training_and_test_set(annotated_sentences=treebank_tagged, \n", | ||||||
|     "                                         relative_cutoff=0.8)\n", |     "                                         relative_cutoff=0.8)\n", | ||||||
|     "\n", |     "\n", | ||||||
| @ -394,7 +422,7 @@ | |||||||
|     { |     { | ||||||
|      "data": { |      "data": { | ||||||
|       "application/vnd.jupyter.widget-view+json": { |       "application/vnd.jupyter.widget-view+json": { | ||||||
|        "model_id": "80f8a41746b340f09c5d16a3071c7384", |        "model_id": "c148aec5450948cea1f32c302344dbab", | ||||||
|        "version_major": 2, |        "version_major": 2, | ||||||
|        "version_minor": 0 |        "version_minor": 0 | ||||||
|       }, |       }, | ||||||
| @ -437,6 +465,71 @@ | |||||||
|     "plt.show()\n" |     "plt.show()\n" | ||||||
|    ] |    ] | ||||||
|   }, |   }, | ||||||
|  |   { | ||||||
|  |    "cell_type": "markdown", | ||||||
|  |    "metadata": {}, | ||||||
|  |    "source": [ | ||||||
|  |     "----\n", | ||||||
|  |     "## Task 2" | ||||||
|  |    ] | ||||||
|  |   }, | ||||||
|  |   { | ||||||
|  |    "cell_type": "code", | ||||||
|  |    "execution_count": 12, | ||||||
|  |    "metadata": {}, | ||||||
|  |    "outputs": [], | ||||||
|  |    "source": [ | ||||||
|  |     "WORDS = 'words'   #: column type for words\n", | ||||||
|  |     "POS = 'pos'       #: column type for part-of-speech tags\n", | ||||||
|  |     "TREE = 'tree'     #: column type for parse trees\n", | ||||||
|  |     "CHUNK = 'chunk'   #: column type for chunk structures\n", | ||||||
|  |     "NE = 'ne'         #: column type for named entities\n", | ||||||
|  |     "SRL = 'srl'       #: column type for semantic role labels\n", | ||||||
|  |     "IGNORE = 'ignore' #: column type for column that should be ignored\n", | ||||||
|  |     "train_path = \"./ru_syntagrus-ud-train.conllu\"\n", | ||||||
|  |     "ru_corp = nltk.corpus.ConllCorpusReader(root=\"./\", \n", | ||||||
|  |     "                              fileids=[\"ru_syntagrus-ud-train-uncommented.conllu\"],\n", | ||||||
|  |     "                              columntypes=[IGNORE, WORDS, IGNORE, POS],\n", | ||||||
|  |     "                                       encoding='utf-8')\n" | ||||||
|  |    ] | ||||||
|  |   }, | ||||||
|  |   { | ||||||
|  |    "cell_type": "code", | ||||||
|  |    "execution_count": 13, | ||||||
|  |    "metadata": {}, | ||||||
|  |    "outputs": [], | ||||||
|  |    "source": [ | ||||||
|  |     "ru_tagged = ru_corp.tagged_sents()\n", | ||||||
|  |     "\n", | ||||||
|  |     "ru_tagged[0]\n", | ||||||
|  |     "\n", | ||||||
|  |     "X3,y3,tX3,ty3 = create_training_and_test_set(annotated_sentences=ru_tagged, \n", | ||||||
|  |     "                                         relative_cutoff=0.8)\n" | ||||||
|  |    ] | ||||||
|  |   }, | ||||||
|  |   { | ||||||
|  |    "cell_type": "code", | ||||||
|  |    "execution_count": 18, | ||||||
|  |    "metadata": {}, | ||||||
|  |    "outputs": [ | ||||||
|  |     { | ||||||
|  |      "name": "stdout", | ||||||
|  |      "output_type": "stream", | ||||||
|  |      "text": [ | ||||||
|  |       "P2.1\n", | ||||||
|  |       "start training…\n", | ||||||
|  |       "training done\n", | ||||||
|  |       "Accuracy:  0.7043834741655548\n", | ||||||
|  |       "0.7043834741655548\n" | ||||||
|  |      ] | ||||||
|  |     } | ||||||
|  |    ], | ||||||
|  |    "source": [ | ||||||
|  |     "print(\"P2.1\")\n", | ||||||
|  |     "performances['P2.1'] = model_01(X3,y3,tX3,ty3, max_size=1000)\n", | ||||||
|  |     "print(performances['P2.1'])" | ||||||
|  |    ] | ||||||
|  |   }, | ||||||
|   { |   { | ||||||
|    "cell_type": "code", |    "cell_type": "code", | ||||||
|    "execution_count": null, |    "execution_count": null, | ||||||
|  | |||||||
							
								
								
									
										26356
									
								
								Jonas_Solutions/ru-upos.DICT
									
									
									
									
									
										Normal file
									
								
							
							
						
						
									
										26356
									
								
								Jonas_Solutions/ru-upos.DICT
									
									
									
									
									
										Normal file
									
								
							
										
											
												File diff suppressed because it is too large
												Load Diff
											
										
									
								
							
							
								
								
									
										382
									
								
								Jonas_Solutions/ru-upos.RDR
									
									
									
									
									
										Normal file
									
								
							
							
						
						
									
										382
									
								
								Jonas_Solutions/ru-upos.RDR
									
									
									
									
									
										Normal file
									
								
							| @ -0,0 +1,382 @@ | |||||||
|  | True : object.conclusion = "NN" | ||||||
|  | 	object.tag == "ADV" : object.conclusion = "ADV" | ||||||
|  | 		object.suffixL3 == "ено" : object.conclusion = "VERB" | ||||||
|  | 		object.suffixL3 == "ано" : object.conclusion = "VERB" | ||||||
|  | 			object.nextWord1 == "-" : object.conclusion = "ADV" | ||||||
|  | 			object.nextTag1 == "PUNCT" and object.nextTag2 == "NOUN" : object.conclusion = "NOUN" | ||||||
|  | 		object.word == "так" and object.nextWord1 == "как" : object.conclusion = "SCONJ" | ||||||
|  | 		object.suffixL3 == "ино" : object.conclusion = "PROPN" | ||||||
|  | 			object.nextWord1 == "-" : object.conclusion = "ADV" | ||||||
|  | 		object.suffixL3 == "нко" : object.conclusion = "PROPN" | ||||||
|  | 		object.word == "всё" and object.nextTag1 == "NOUN" : object.conclusion = "DET" | ||||||
|  | 		object.nextTag1 == "SYM" : object.conclusion = "NUM" | ||||||
|  | 		object.suffixL3 == "бро" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL3 == "ако" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL3 == "йко" : object.conclusion = "PROPN" | ||||||
|  | 		object.word == "Сити" and object.nextWord1 == "''" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL4 == "бюро" : object.conclusion = "PROPN" | ||||||
|  | 		object.nextWord1 == "км" : object.conclusion = "NUM" | ||||||
|  | 		object.nextWord1 == "года" : object.conclusion = "ADJ" | ||||||
|  | 	object.tag == "NOUN" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL4 == "ском" : object.conclusion = "ADJ" | ||||||
|  | 			object.word == "войском" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL3 == "кие" : object.conclusion = "ADJ" | ||||||
|  | 			object.prevTag1 == "PUNCT" and object.word == "русские" and object.nextTag1 == "PUNCT" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL3 == "ыми" : object.conclusion = "ADJ" | ||||||
|  | 			object.prevTag1 == "PUNCT" and object.nextTag1 == "ADP" : object.conclusion = "VERB" | ||||||
|  | 		object.prevTag1 == "PROPN" and object.nextTag1 == "PUNCT" : object.conclusion = "PROPN" | ||||||
|  | 			object.suffixL2 == "es" : object.conclusion = "NOUN" | ||||||
|  | 			object.suffixL3 == "" : object.conclusion = "ADV" | ||||||
|  | 			object.suffixL2 == "ми" : object.conclusion = "NOUN" | ||||||
|  | 			object.suffixL2 == "ия" : object.conclusion = "NOUN" | ||||||
|  | 			object.nextWord1 == "-" : object.conclusion = "ADV" | ||||||
|  | 			object.word == "Entertainment" : object.conclusion = "NOUN" | ||||||
|  | 			object.suffixL2 == "ns" : object.conclusion = "NOUN" | ||||||
|  | 			object.suffixL3 == "ing" : object.conclusion = "NOUN" | ||||||
|  | 			object.nextWord2 == ":" : object.conclusion = "NOUN" | ||||||
|  | 		object.nextWord1 == "-" : object.conclusion = "ADV" | ||||||
|  | 			object.nextTag1 == "PUNCT" and object.nextTag2 == "NUM" : object.conclusion = "NOUN" | ||||||
|  | 			object.nextTag1 == "PUNCT" and object.nextTag2 == "ADP" : object.conclusion = "PROPN" | ||||||
|  | 			object.prevTag2 == "VERB" and object.prevTag1 == "NOUN" : object.conclusion = "PROPN" | ||||||
|  | 			object.suffixL3 == "ена" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL3 == "ими" : object.conclusion = "ADJ" | ||||||
|  | 			object.prevWord1 == "," : object.conclusion = "VERB" | ||||||
|  | 			object.word == "русскими" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL4 == "ьном" : object.conclusion = "ADJ" | ||||||
|  | 		object.suffixL3 == "шие" : object.conclusion = "VERB" | ||||||
|  | 			object.prevWord1 == "" : object.conclusion = "ADJ" | ||||||
|  | 			object.nextTag1 == "NOUN" and object.nextTag2 == "NOUN" : object.conclusion = "AUX" | ||||||
|  | 		object.suffixL3 == "ово" : object.conclusion = "PROPN" | ||||||
|  | 			object.word == "слово" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL3 == "ова" : object.conclusion = "PROPN" | ||||||
|  | 			object.word == "слова" : object.conclusion = "NOUN" | ||||||
|  | 			object.word == "острова" : object.conclusion = "NOUN" | ||||||
|  | 			object.prevTag1 == "ADJ" and object.nextTag1 == "PUNCT" : object.conclusion = "NOUN" | ||||||
|  | 			object.prevTag1 == "DET" and object.word == "вдова" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL4 == "ющей" : object.conclusion = "VERB" | ||||||
|  | 		object.suffixL3 == "щие" : object.conclusion = "VERB" | ||||||
|  | 			object.nextWord1 == "," : object.conclusion = "NOUN" | ||||||
|  | 		object.prevTag1 == "PROPN" and object.nextTag1 == "VERB" : object.conclusion = "PROPN" | ||||||
|  | 			object.nextWord2 == "альбом" : object.conclusion = "NOUN" | ||||||
|  | 			object.prevWord2 == "-" : object.conclusion = "NOUN" | ||||||
|  | 		object.prevTag1 == "PUNCT" and object.word == "м" : object.conclusion = "ADJ" | ||||||
|  | 		object.suffixL4 == "нном" : object.conclusion = "ADJ" | ||||||
|  | 			object.prevTag1 == "PUNCT" : object.conclusion = "VERB" | ||||||
|  | 		object.suffixL4 == "рном" : object.conclusion = "ADJ" | ||||||
|  | 		object.suffixL4 == "тном" : object.conclusion = "ADJ" | ||||||
|  | 		object.prevWord1 == "городе" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL3 == "ева" : object.conclusion = "PROPN" | ||||||
|  | 			object.word == "королева" and object.nextTag1 == "NOUN" and object.nextTag2 == "PUNCT" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL3 == "ево" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL4 == "ески" : object.conclusion = "ADV" | ||||||
|  | 			object.prevTag1 == "ADV" : object.conclusion = "PROPN" | ||||||
|  | 		object.prevWord1 == "город" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL4 == "овом" : object.conclusion = "ADJ" | ||||||
|  | 		object.suffixL4 == "чном" : object.conclusion = "ADJ" | ||||||
|  | 		object.prevWord1 == "реки" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL3 == "эля" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL4 == "вшей" : object.conclusion = "VERB" | ||||||
|  | 		object.suffixL4 == "дние" : object.conclusion = "ADJ" | ||||||
|  | 		object.suffixL4 == "дном" : object.conclusion = "ADJ" | ||||||
|  | 		object.suffixL4 == "арда" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL4 == "тоне" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL3 == "рге" : object.conclusion = "PROPN" | ||||||
|  | 		object.prevWord1 == "города" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL3 == "йти" : object.conclusion = "VERB" | ||||||
|  | 		object.prevWord1 == "*" : object.conclusion = "ADV" | ||||||
|  | 		object.suffixL3 == "кии" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL4 == "поле" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL4 == "овка" : object.conclusion = "PROPN" | ||||||
|  | 			object.nextTag1 == "NOUN" : object.conclusion = "NOUN" | ||||||
|  | 		object.prevWord1 == "провинцию" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL4 == "ичем" : object.conclusion = "PROPN" | ||||||
|  | 		object.nextWord2 == "родился" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL3 == "ёва" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL4 == "поль" : object.conclusion = "PROPN" | ||||||
|  | 		object.prevWord1 == "деревня" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL4 == "алия" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL4 == "льда" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL3 == "ите" : object.conclusion = "VERB" | ||||||
|  | 			object.prevTag1 == "ADP" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL4 == "бном" : object.conclusion = "ADJ" | ||||||
|  | 		object.suffixL3 == "ида" : object.conclusion = "PROPN" | ||||||
|  | 			object.suffixL4 == "" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL4 == "ндия" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL4 == "тове" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL4 == "асом" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL3 == "нчи" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL3 == "бии" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL3 == "эль" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL3 == "мми" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL4 == "евка" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL3 == "кию" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL3 == "нне" : object.conclusion = "PROPN" | ||||||
|  | 		object.prevWord1 == "у" and object.nextWord1 == ";" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL3 == "тти" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL4 == "кера" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL4 == "кове" : object.conclusion = "PROPN" | ||||||
|  | 		object.prevWord1 == "село" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL4 == "рант" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL4 == "ндию" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL4 == "ейма" : object.conclusion = "PROPN" | ||||||
|  | 		object.prevWord1 == "в" and object.nextWord1 == "(" : object.conclusion = "PROPN" | ||||||
|  | 			object.prevTag2 == "ADJ" and object.prevTag1 == "ADP" : object.conclusion = "NOUN" | ||||||
|  | 		object.prevWord1 == "Южной" : object.conclusion = "PROPN" | ||||||
|  | 		object.prevWord1 == "святого" : object.conclusion = "PROPN" | ||||||
|  | 		object.nextWord1 == "родился" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL4 == "берт" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL4 == "дора" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL4 == "нята" : object.conclusion = "VERB" | ||||||
|  | 		object.suffixL4 == "тней" : object.conclusion = "ADJ" | ||||||
|  | 		object.suffixL4 == "жном" : object.conclusion = "ADJ" | ||||||
|  | 		object.suffixL4 == "мном" : object.conclusion = "ADJ" | ||||||
|  | 		object.suffixL4 == "сном" : object.conclusion = "ADJ" | ||||||
|  | 		object.prevWord1 == "-" and object.word == "мм" : object.conclusion = "ADJ" | ||||||
|  | 		object.suffixL4 == "нней" : object.conclusion = "ADJ" | ||||||
|  | 	object.tag == "NUM" : object.conclusion = "NUM" | ||||||
|  | 		object.nextWord1 == "-" : object.conclusion = "ADV" | ||||||
|  | 			object.suffixL4 == "BASE" : object.conclusion = "PROPN" | ||||||
|  | 		object.nextTag1 == "NOUN" and object.nextTag2 == "ADJ" : object.conclusion = "ADJ" | ||||||
|  | 			object.suffixL2 == "их" : object.conclusion = "NUM" | ||||||
|  | 			object.prevTag2 == "ADP" and object.prevTag1 == "PRON" : object.conclusion = "NUM" | ||||||
|  | 			object.prevWord1 == "," : object.conclusion = "NUM" | ||||||
|  | 			object.suffixL4 == "ному" : object.conclusion = "NUM" | ||||||
|  | 			object.prevWord2 == "на" : object.conclusion = "NUM" | ||||||
|  | 			object.prevTag1 == "DET" : object.conclusion = "NUM" | ||||||
|  | 			object.prevWord1 == "площадью" : object.conclusion = "NUM" | ||||||
|  | 		object.nextWord1 == "году" : object.conclusion = "ADJ" | ||||||
|  | 		object.prevWord1 == "-" : object.conclusion = "ADV" | ||||||
|  | 			object.prevWord2 == "Ямал" : object.conclusion = "NUM" | ||||||
|  | 			object.prevWord1 == "-" and object.word == "ти" : object.conclusion = "NUM" | ||||||
|  | 			object.prevTag1 == "PUNCT" and object.word == "1" and object.nextTag1 == "PUNCT" : object.conclusion = "NUM" | ||||||
|  | 		object.nextWord1 == "года" : object.conclusion = "ADJ" | ||||||
|  | 			object.word == "два" : object.conclusion = "NUM" | ||||||
|  | 			object.word == "три" and object.nextWord1 == "года" : object.conclusion = "NUM" | ||||||
|  | 			object.prevWord2 == "," : object.conclusion = "NUM" | ||||||
|  | 			object.prevWord1 == "на" : object.conclusion = "NUM" | ||||||
|  | 			object.prevTag1 == "ADP" and object.word == "2" and object.nextTag1 == "NOUN" : object.conclusion = "NUM" | ||||||
|  | 			object.word == "3" : object.conclusion = "NUM" | ||||||
|  | 		object.nextWord1 == "годах" : object.conclusion = "ADJ" | ||||||
|  | 		object.nextWord1 == "г." : object.conclusion = "ADJ" | ||||||
|  | 		object.prevWord1 == "С" : object.conclusion = "ADJ" | ||||||
|  | 		object.nextWord1 == "января" : object.conclusion = "ADJ" | ||||||
|  | 		object.word == "много" and object.nextTag1 == "VERB" : object.conclusion = "ADV" | ||||||
|  | 		object.nextWord1 == "годов" : object.conclusion = "ADJ" | ||||||
|  | 		object.nextWord1 == "г" : object.conclusion = "ADJ" | ||||||
|  | 		object.nextWord1 == "июня" : object.conclusion = "ADJ" | ||||||
|  | 		object.nextWord1 == "сентября" : object.conclusion = "ADJ" | ||||||
|  | 		object.nextWord1 == "октября" : object.conclusion = "ADJ" | ||||||
|  | 		object.nextWord1 == "августа" : object.conclusion = "ADJ" | ||||||
|  | 		object.suffixL2 == "S2" : object.conclusion = "PROPN" | ||||||
|  | 		object.nextWord1 == "гг" : object.conclusion = "ADJ" | ||||||
|  | 		object.nextTag1 == "PRON" and object.nextTag2 == "VERB" : object.conclusion = "ADJ" | ||||||
|  | 		object.prevWord1 == "В" and object.nextWord1 == "--" : object.conclusion = "ADJ" | ||||||
|  | 		object.nextWord1 == "ноября" : object.conclusion = "ADJ" | ||||||
|  | 		object.prevWord1 == "в" and object.nextWord1 == "--" : object.conclusion = "ADJ" | ||||||
|  | 	object.tag == "ADP" : object.conclusion = "ADP" | ||||||
|  | 		object.prevWord1 == "так" and object.word == "как" : object.conclusion = "ADV" | ||||||
|  | 		object.prevTag1 == "ADJ" and object.word == "типа" : object.conclusion = "NOUN" | ||||||
|  | 		object.prevTag1 == "NOUN" and object.word == "как" and object.nextTag1 == "ADP" : object.conclusion = "ADV" | ||||||
|  | 		object.word == "Как" and object.nextTag1 == "VERB" : object.conclusion = "SCONJ" | ||||||
|  | 		object.word == "как" and object.nextTag1 == "VERB" and object.nextTag2 == "ADP" : object.conclusion = "ADV" | ||||||
|  | 		object.prevWord2 == "того" and object.prevWord1 == "," and object.word == "как" : object.conclusion = "SCONJ" | ||||||
|  | 		object.prevWord1 == "того" and object.word == "как" : object.conclusion = "SCONJ" | ||||||
|  | 	object.tag == "PRON" : object.conclusion = "PRON" | ||||||
|  | 		object.word == "том" and object.nextTag1 == "NOUN" : object.conclusion = "DET" | ||||||
|  | 		object.nextTag1 == "PART" and object.nextTag2 == "NOUN" : object.conclusion = "DET" | ||||||
|  | 			object.nextWord1 == "просто" : object.conclusion = "PRON" | ||||||
|  | 		object.prevWord1 == "--" and object.word == "это" : object.conclusion = "AUX" | ||||||
|  | 		object.word == "это" and object.nextTag1 == "NOUN" : object.conclusion = "DET" | ||||||
|  | 		object.prevTag1 == "" and object.nextTag1 == "NOUN" : object.conclusion = "DET" | ||||||
|  | 		object.word == "т." and object.nextTag1 == "ADV" : object.conclusion = "ADV" | ||||||
|  | 		object.prevWord1 == "в" and object.word == "этом" : object.conclusion = "DET" | ||||||
|  | 		object.word == "всего" and object.nextTag1 == "NOUN" : object.conclusion = "DET" | ||||||
|  | 		object.word == "того" and object.nextWord1 == "времени" : object.conclusion = "DET" | ||||||
|  | 	object.tag == "SCONJ" : object.conclusion = "SCONJ" | ||||||
|  | 		object.word == "что" and object.nextTag1 == "VERB" : object.conclusion = "PRON" | ||||||
|  | 			object.prevWord2 == "том" and object.word == "что" : object.conclusion = "SCONJ" | ||||||
|  | 			object.prevWord2 == "признал" and object.word == "что" : object.conclusion = "SCONJ" | ||||||
|  | 			object.nextWord2 == "в" : object.conclusion = "SCONJ" | ||||||
|  | 		object.word == "потому" and object.nextTag1 == "PUNCT" : object.conclusion = "ADV" | ||||||
|  | 	object.tag == "PROPN" : object.conclusion = "PROPN" | ||||||
|  | 		object.prevTag1 == "AUX" : object.conclusion = "VERB" | ||||||
|  | 			object.suffixL2 == "ий" : object.conclusion = "PROPN" | ||||||
|  | 			object.suffixL4 == "" : object.conclusion = "PROPN" | ||||||
|  | 			object.nextTag1 == "PROPN" and object.nextTag2 == "PUNCT" : object.conclusion = "PROPN" | ||||||
|  | 		object.prevWord1 == "-" and object.nextWord1 == "-" : object.conclusion = "ADV" | ||||||
|  | 		object.suffixL4 == "ован" : object.conclusion = "VERB" | ||||||
|  | 		object.suffixL4 == "мена" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL4 == "гион" : object.conclusion = "NOUN" | ||||||
|  | 		object.nextWord1 == "of" : object.conclusion = "NOUN" | ||||||
|  | 		object.prevTag2 == "VERB" and object.prevTag1 == "ADJ" : object.conclusion = "NOUN" | ||||||
|  | 			object.suffixL3 == "" : object.conclusion = "PROPN" | ||||||
|  | 		object.prevTag1 == "NUM" and object.nextTag1 == "PUNCT" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL4 == "овед" : object.conclusion = "NOUN" | ||||||
|  | 		object.prevTag2 == "ADJ" and object.prevTag1 == "ADJ" : object.conclusion = "NOUN" | ||||||
|  | 			object.suffixL3 == "" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL3 == "ога" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL4 == "чена" : object.conclusion = "VERB" | ||||||
|  | 		object.suffixL4 == "вана" : object.conclusion = "VERB" | ||||||
|  | 			object.word == "Ивана" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL4 == "нена" : object.conclusion = "VERB" | ||||||
|  | 		object.suffixL3 == "чна" : object.conclusion = "ADJ" | ||||||
|  | 		object.nextTag1 == "PRON" and object.nextTag2 == "VERB" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL3 == "ics" : object.conclusion = "NOUN" | ||||||
|  | 		object.prevTag1 == "VERB" and object.nextTag1 == "ADP" : object.conclusion = "NOUN" | ||||||
|  | 			object.prevWord2 == "" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL2 == "ua" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL3 == "ача" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL2 == "nd" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL3 == "sis" : object.conclusion = "NOUN" | ||||||
|  | 		object.prevWord1 == "of" : object.conclusion = "NOUN" | ||||||
|  | 			object.prevTag1 == "ADP" and object.nextTag1 == "PROPN" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL2 == "ry" : object.conclusion = "NOUN" | ||||||
|  | 		object.nextWord1 == "the" : object.conclusion = "VERB" | ||||||
|  | 		object.suffixL2 == "ed" : object.conclusion = "VERB" | ||||||
|  | 			object.prevTag2 == "PUNCT" and object.prevTag1 == "NOUN" : object.conclusion = "PROPN" | ||||||
|  | 		object.nextWord1 == "Airlines" : object.conclusion = "ADJ" | ||||||
|  | 	object.tag == "DET" : object.conclusion = "DET" | ||||||
|  | 		object.nextWord2 == "что" : object.conclusion = "PRON" | ||||||
|  | 		object.word == "его" and object.nextTag1 == "VERB" : object.conclusion = "PRON" | ||||||
|  | 		object.prevTag1 == "PUNCT" and object.word == "то" : object.conclusion = "ADV" | ||||||
|  | 			object.word == "то" and object.nextWord1 == "есть" : object.conclusion = "PRON" | ||||||
|  | 			object.nextWord1 == "с" : object.conclusion = "CCONJ" | ||||||
|  | 		object.prevTag1 == "VERB" and object.nextTag1 == "ADP" : object.conclusion = "PRON" | ||||||
|  | 			object.nextWord1 == "из" : object.conclusion = "DET" | ||||||
|  | 		object.prevTag1 == "ADP" and object.word == "этого" : object.conclusion = "PRON" | ||||||
|  | 			object.nextTag2 == "PUNCT" : object.conclusion = "DET" | ||||||
|  | 			object.nextTag1 == "NOUN" and object.nextTag2 == "NOUN" : object.conclusion = "DET" | ||||||
|  | 			object.word == "этого" and object.nextTag1 == "NOUN" and object.nextTag2 == "ADP" : object.conclusion = "DET" | ||||||
|  | 			object.nextTag2 == "PRON" : object.conclusion = "DET" | ||||||
|  | 			object.prevWord1 == "с" : object.conclusion = "DET" | ||||||
|  | 		object.prevTag1 == "VERB" and object.nextTag1 == "ADV" : object.conclusion = "PRON" | ||||||
|  | 		object.prevTag1 == "ADJ" and object.nextTag1 == "ADP" : object.conclusion = "PRON" | ||||||
|  | 		object.prevTag1 == "NOUN" and object.nextTag1 == "ADP" : object.conclusion = "PRON" | ||||||
|  | 		object.prevTag1 == "VERB" and object.word == "его" and object.nextTag1 == "PUNCT" : object.conclusion = "PRON" | ||||||
|  | 		object.nextTag1 == "CCONJ" : object.conclusion = "PRON" | ||||||
|  | 		object.prevTag2 == "PRON" and object.prevTag1 == "VERB" and object.word == "её" : object.conclusion = "PRON" | ||||||
|  | 		object.nextTag1 == "PUNCT" and object.nextTag2 == "NOUN" : object.conclusion = "PRON" | ||||||
|  | 			object.word == "его" and object.nextTag1 == "PUNCT" : object.conclusion = "DET" | ||||||
|  | 	object.tag == "SYM" : object.conclusion = "SYM" | ||||||
|  | 	object.tag == "PART" : object.conclusion = "PART" | ||||||
|  | 	object.tag == "PUNCT" : object.conclusion = "PUNCT" | ||||||
|  | 	object.tag == "VERB" : object.conclusion = "VERB" | ||||||
|  | 		object.suffixL4 == "ость" : object.conclusion = "NOUN" | ||||||
|  | 		object.prevTag1 == "ADJ" and object.nextTag1 == "PUNCT" : object.conclusion = "NOUN" | ||||||
|  | 			object.nextTag2 == "SCONJ" : object.conclusion = "VERB" | ||||||
|  | 		object.suffixL4 == "тели" : object.conclusion = "NOUN" | ||||||
|  | 			object.prevTag1 == "NOUN" and object.word == "хотели" and object.nextTag1 == "VERB" : object.conclusion = "VERB" | ||||||
|  | 		object.suffixL3 == "лла" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL3 == "ины" : object.conclusion = "NOUN" | ||||||
|  | 			object.suffixL4 == "щины" : object.conclusion = "PROPN" | ||||||
|  | 			object.nextTag2 == "" : object.conclusion = "PROPN" | ||||||
|  | 		object.nextWord1 == "-" : object.conclusion = "ADV" | ||||||
|  | 		object.suffixL3 == "лав" : object.conclusion = "PROPN" | ||||||
|  | 		object.prevWord1 == "-" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL3 == "оны" : object.conclusion = "NOUN" | ||||||
|  | 		object.prevWord1 == "``" and object.nextWord1 == "''" : object.conclusion = "NOUN" | ||||||
|  | 			object.suffixL2 == "ен" : object.conclusion = "PROPN" | ||||||
|  | 			object.prevTag2 == "CCONJ" and object.prevTag1 == "PUNCT" : object.conclusion = "VERB" | ||||||
|  | 		object.suffixL3 == "вен" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL3 == "мен" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL3 == "лли" : object.conclusion = "PROPN" | ||||||
|  | 		object.suffixL4 == "итет" : object.conclusion = "NOUN" | ||||||
|  | 		object.prevTag1 == "NOUN" and object.word == "правил" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL4 == "мены" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL4 == "иала" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL3 == "кет" : object.conclusion = "NOUN" | ||||||
|  | 		object.nextWord1 == "города" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL3 == "уны" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL4 == "пись" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL3 == "дли" : object.conclusion = "PROPN" | ||||||
|  | 		object.prevTag2 == "NOUN" and object.prevTag1 == "ADP" : object.conclusion = "PROPN" | ||||||
|  | 		object.nextTag1 == "PUNCT" and object.nextTag2 == "PROPN" : object.conclusion = "PROPN" | ||||||
|  | 			object.suffixL2 == "ся" : object.conclusion = "VERB" | ||||||
|  | 		object.suffixL4 == "льны" : object.conclusion = "ADJ" | ||||||
|  | 		object.suffixL3 == "тен" : object.conclusion = "ADJ" | ||||||
|  | 	object.tag == "X" : object.conclusion = "X" | ||||||
|  | 	object.tag == "CCONJ" : object.conclusion = "CCONJ" | ||||||
|  | 		object.prevTag2 == "CCONJ" and object.prevTag1 == "ADV" : object.conclusion = "PART" | ||||||
|  | 		object.word == "А" and object.nextTag1 == "PUNCT" : object.conclusion = "NOUN" | ||||||
|  | 		object.prevWord1 == "-" and object.word == "либо" : object.conclusion = "ADV" | ||||||
|  | 		object.prevTag1 == "SCONJ" : object.conclusion = "PART" | ||||||
|  | 	object.tag == "AUX" : object.conclusion = "AUX" | ||||||
|  | 		object.prevWord1 == "не" and object.word == "было" : object.conclusion = "VERB" | ||||||
|  | 		object.word == "стал" and object.nextTag1 == "VERB" : object.conclusion = "VERB" | ||||||
|  | 		object.nextTag1 == "ADP" : object.conclusion = "VERB" | ||||||
|  | 			object.prevWord1 == "," and object.nextWord1 == "в" : object.conclusion = "AUX" | ||||||
|  | 			object.prevTag1 == "NOUN" and object.word == "были" and object.nextTag1 == "ADP" : object.conclusion = "AUX" | ||||||
|  | 			object.prevTag1 == "CCONJ" : object.conclusion = "AUX" | ||||||
|  | 		object.word == "было" and object.nextTag1 == "NUM" : object.conclusion = "VERB" | ||||||
|  | 			object.prevWord2 == "," and object.word == "было" : object.conclusion = "AUX" | ||||||
|  | 		object.word == "стала" and object.nextTag1 == "VERB" : object.conclusion = "VERB" | ||||||
|  | 		object.prevTag1 == "PUNCT" and object.nextTag1 == "PUNCT" : object.conclusion = "VERB" | ||||||
|  | 		object.word == "стали" and object.nextTag1 == "VERB" : object.conclusion = "VERB" | ||||||
|  | 		object.word == "быть" and object.nextTag1 == "PART" : object.conclusion = "VERB" | ||||||
|  | 		object.prevTag1 == "PART" and object.nextTag1 == "PUNCT" : object.conclusion = "VERB" | ||||||
|  | 	object.tag == "ADJ" : object.conclusion = "ADJ" | ||||||
|  | 		object.prevTag1 == "PUNCT" and object.nextTag1 == "ADP" : object.conclusion = "VERB" | ||||||
|  | 			object.prevWord1 == "-" : object.conclusion = "ADJ" | ||||||
|  | 			object.prevWord1 == "--" : object.conclusion = "ADJ" | ||||||
|  | 			object.prevTag2 == "NOUN" and object.prevTag1 == "PUNCT" and object.word == "многие" : object.conclusion = "ADJ" | ||||||
|  | 		object.suffixL4 == "ений" : object.conclusion = "NOUN" | ||||||
|  | 		object.nextWord1 == "-" : object.conclusion = "ADV" | ||||||
|  | 			object.nextWord2 == "либо" : object.conclusion = "DET" | ||||||
|  | 		object.suffixL3 == "ций" : object.conclusion = "NOUN" | ||||||
|  | 			object.prevWord1 == "" : object.conclusion = "PROPN" | ||||||
|  | 		object.prevTag1 == "ADJ" and object.nextTag1 == "PUNCT" : object.conclusion = "NOUN" | ||||||
|  | 			object.suffixL3 == "ных" : object.conclusion = "ADJ" | ||||||
|  | 			object.suffixL2 == "ый" : object.conclusion = "ADJ" | ||||||
|  | 			object.suffixL3 == "ное" : object.conclusion = "ADJ" | ||||||
|  | 			object.suffixL2 == "го" : object.conclusion = "ADJ" | ||||||
|  | 		object.suffixL4 == "аний" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL4 == "вший" : object.conclusion = "VERB" | ||||||
|  | 			object.word == "бывший" : object.conclusion = "ADJ" | ||||||
|  | 		object.suffixL4 == "ющая" : object.conclusion = "VERB" | ||||||
|  | 		object.nextWord1 == "км" : object.conclusion = "NUM" | ||||||
|  | 			object.word == "кв." : object.conclusion = "ADJ" | ||||||
|  | 		object.suffixL4 == "ющих" : object.conclusion = "VERB" | ||||||
|  | 			object.word == "следующих" : object.conclusion = "ADJ" | ||||||
|  | 		object.suffixL4 == "изму" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL4 == "вших" : object.conclusion = "VERB" | ||||||
|  | 			object.word == "бывших" : object.conclusion = "ADJ" | ||||||
|  | 		object.suffixL4 == "вшим" : object.conclusion = "VERB" | ||||||
|  | 		object.suffixL4 == "ывая" : object.conclusion = "VERB" | ||||||
|  | 		object.suffixL4 == "емых" : object.conclusion = "VERB" | ||||||
|  | 		object.suffixL4 == "вшая" : object.conclusion = "VERB" | ||||||
|  | 		object.suffixL3 == "рий" : object.conclusion = "NOUN" | ||||||
|  | 			object.prevWord1 == "" : object.conclusion = "PROPN" | ||||||
|  | 			object.nextTag2 == "PUNCT" : object.conclusion = "PROPN" | ||||||
|  | 		object.prevTag2 == "PUNCT" and object.prevTag1 == "PART" : object.conclusion = "VERB" | ||||||
|  | 		object.suffixL3 == "зий" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL3 == "лий" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL4 == "дкой" : object.conclusion = "NOUN" | ||||||
|  | 		object.word == "я" and object.nextTag1 == "VERB" : object.conclusion = "PRON" | ||||||
|  | 		object.prevTag1 == "PUNCT" and object.nextTag1 == "DET" : object.conclusion = "VERB" | ||||||
|  | 		object.suffixL4 == "ивая" : object.conclusion = "VERB" | ||||||
|  | 			object.nextTag1 == "PROPN" : object.conclusion = "NOUN" | ||||||
|  | 		object.nextTag1 == "PRON" and object.nextTag2 == "NOUN" : object.conclusion = "VERB" | ||||||
|  | 		object.prevWord1 == "с" and object.nextWord1 == "." : object.conclusion = "NOUN" | ||||||
|  | 		object.prevWord1 == "семейства" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL4 == "иной" : object.conclusion = "NOUN" | ||||||
|  | 		object.word == "21" and object.nextWord2 == "." : object.conclusion = "NUM" | ||||||
|  | 		object.word == "14" and object.nextTag1 == "NOUN" and object.nextTag2 == "PUNCT" : object.conclusion = "NUM" | ||||||
|  | 		object.suffixL4 == "ющее" : object.conclusion = "VERB" | ||||||
|  | 		object.suffixL4 == "емые" : object.conclusion = "VERB" | ||||||
|  | 		object.suffixL3 == "жая" : object.conclusion = "VERB" | ||||||
|  | 		object.suffixL4 == "олго" : object.conclusion = "ADV" | ||||||
|  | 		object.suffixL4 == "рмой" : object.conclusion = "NOUN" | ||||||
|  | 		object.suffixL4 == "вкой" : object.conclusion = "NOUN" | ||||||
|  | 		object.nextTag1 == "AUX" and object.nextTag2 == "ADV" : object.conclusion = "PROPN" | ||||||
|  | 		object.prevWord2 == "названия" : object.conclusion = "PROPN" | ||||||
|  | 		object.word == "12" and object.nextTag1 == "PUNCT" : object.conclusion = "NUM" | ||||||
|  | 		object.word == "2005" and object.nextTag1 == "PUNCT" : object.conclusion = "NUM" | ||||||
|  | 		object.word == "14" and object.nextWord1 == "лет" : object.conclusion = "NUM" | ||||||
|  | 		object.suffixL4 == "ящих" : object.conclusion = "VERB" | ||||||
|  | 		object.suffixL4 == "ющим" : object.conclusion = "VERB" | ||||||
|  | 			object.nextTag1 == "NOUN" and object.nextTag2 == "ADP" : object.conclusion = "ADJ" | ||||||
|  | 		object.suffixL4 == "ящий" : object.conclusion = "VERB" | ||||||
|  | 		object.suffixL4 == "щему" : object.conclusion = "VERB" | ||||||
|  | 		object.suffixL4 == "упая" : object.conclusion = "VERB" | ||||||
|  | 		object.suffixL4 == "емой" : object.conclusion = "VERB" | ||||||
|  | 		object.nextTag1 == "ADV" and object.nextTag2 == "ADP" : object.conclusion = "VERB" | ||||||
							
								
								
									
										138443
									
								
								Jonas_Solutions/ru_syntagrus-ud-dev.conllu
									
									
									
									
									
										Normal file
									
								
							
							
						
						
									
										138443
									
								
								Jonas_Solutions/ru_syntagrus-ud-dev.conllu
									
									
									
									
									
										Normal file
									
								
							
										
											
												File diff suppressed because it is too large
												Load Diff
											
										
									
								
							
							
								
								
									
										136996
									
								
								Jonas_Solutions/ru_syntagrus-ud-test.conllu
									
									
									
									
									
										Normal file
									
								
							
							
						
						
									
										136996
									
								
								Jonas_Solutions/ru_syntagrus-ud-test.conllu
									
									
									
									
									
										Normal file
									
								
							
										
											
												File diff suppressed because it is too large
												Load Diff
											
										
									
								
							
							
								
								
									
										920335
									
								
								Jonas_Solutions/ru_syntagrus-ud-train-uncommented.conllu
									
									
									
									
									
										Normal file
									
								
							
							
						
						
									
										920335
									
								
								Jonas_Solutions/ru_syntagrus-ud-train-uncommented.conllu
									
									
									
									
									
										Normal file
									
								
							
										
											
												File diff suppressed because it is too large
												Load Diff
											
										
									
								
							
							
								
								
									
										1017963
									
								
								Jonas_Solutions/ru_syntagrus-ud-train.conllu
									
									
									
									
									
										Normal file
									
								
							
							
						
						
									
										1017963
									
								
								Jonas_Solutions/ru_syntagrus-ud-train.conllu
									
									
									
									
									
										Normal file
									
								
							
										
											
												File diff suppressed because it is too large
												Load Diff
											
										
									
								
							
		Reference in New Issue
	
	Block a user