Polarity=Neg support

config.json

@@ -28,193 +28,232 @@
     "10": "ADP|_|mark",
     "11": "ADP|_|obl",
     "12": "ADP|_|root",
-    "13": "ADV|_|advcl",
-    "14": "ADV|_|advmod",
-    "15": "ADV|_|aux",
-    "16": "ADV|_|cc",
-    "17": "ADV|_|ccomp",
-    "18": "ADV|_|conj",
-    "19": "ADV|_|fixed",
-    "20": "ADV|_|mark",
-    "21": "ADV|_|obj",
-    "22": "ADV|_|root",
-    "23": "ADV|_|xcomp",
-    "24": "AUX|_|advmod",
-    "25": "AUX|_|aux",
-    "26": "AUX|_|aux:pass",
-    "27": "AUX|_|ccomp",
-    "28": "AUX|_|conj",
-    "29": "AUX|_|cop",
-    "30": "AUX|_|mark",
-    "31": "CCONJ|_|advmod",
-    "32": "CCONJ|_|case",
-    "33": "CCONJ|_|cc",
-    "34": "CCONJ|_|compound",
-    "35": "CCONJ|_|conj",
-    "36": "CCONJ|_|fixed",
-    "37": "CCONJ|_|mark",
-    "38": "CCONJ|_|nsubj",
-    "39": "CCONJ|_|obl",
-    "40": "CCONJ|_|root",
-    "41": "DET|_|advmod",
-    "42": "DET|_|case",
-    "43": "DET|_|cc:preconj",
-    "44": "DET|_|conj",
-    "45": "DET|_|det",
-    "46": "DET|_|det:predet",
-    "47": "DET|_|fixed",
-    "48": "DET|_|mark",
-    "49": "DET|_|nsubj",
-    "50": "DET|_|nsubj:pass",
-    "51": "DET|_|obj",
-    "52": "DET|_|obl",
-    "53": "DET|_|obl:tmod",
-    "54": "DET|_|root",
-    "55": "INTJ|_|acl",
-    "56": "INTJ|_|nsubj",
-    "57": "INTJ|_|root",
-    "58": "NOUN|_|acl",
-    "59": "NOUN|_|acl:relcl",
-    "60": "NOUN|_|advcl",
-    "61": "NOUN|_|advmod",
-    "62": "NOUN|_|appos",
-    "63": "NOUN|_|aux",
-    "64": "NOUN|_|case",
-    "65": "NOUN|_|cc",
-    "66": "NOUN|_|ccomp",
-    "67": "NOUN|_|clf",
-    "68": "NOUN|_|compound",
-    "69": "NOUN|_|conj",
-    "70": "NOUN|_|dislocated",
-    "71": "NOUN|_|fixed",
-    "72": "NOUN|_|flat:name",
-    "73": "NOUN|_|iobj",
-    "74": "NOUN|_|mark",
-    "75": "NOUN|_|nmod",
-    "76": "NOUN|_|nmod:poss",
-    "77": "NOUN|_|nsubj",
-    "78": "NOUN|_|nsubj:pass",
-    "79": "NOUN|_|obj",
-    "80": "NOUN|_|obl",
-    "81": "NOUN|_|obl:poss",
-    "82": "NOUN|_|obl:tmod",
-    "83": "NOUN|_|parataxis",
-    "84": "NOUN|_|root",
-    "85": "NOUN|_|vocative",
-    "86": "NOUN|_|xcomp",
-    "87": "NUM|_|acl",
-    "88": "NUM|_|acl:relcl",
-    "89": "NUM|_|advmod",
-    "90": "NUM|_|appos",
-    "91": "NUM|_|ccomp",
-    "92": "NUM|_|clf",
-    "93": "NUM|_|conj",
-    "94": "NUM|_|flat:name",
-    "95": "NUM|_|nmod",
-    "96": "NUM|_|nsubj",
-    "97": "NUM|_|nummod",
-    "98": "NUM|_|obj",
-    "99": "NUM|_|obl",
-    "100": "NUM|_|obl:poss",
-    "101": "NUM|_|obl:tmod",
-    "102": "NUM|_|root",
-    "103": "NUM|_|xcomp",
-    "104": "PART|_|acl",
-    "105": "PART|_|advmod",
-    "106": "PART|_|aux",
-    "107": "PART|_|cc",
-    "108": "PART|_|cc:preconj",
-    "109": "PART|_|ccomp",
-    "110": "PART|_|clf",
-    "111": "PART|_|compound",
-    "112": "PART|_|compound:prt",
-    "113": "PART|_|conj",
-    "114": "PART|_|discourse",
-    "115": "PART|_|fixed",
-    "116": "PART|_|mark",
-    "117": "PART|_|nmod",
-    "118": "PART|_|nmod:poss",
-    "119": "PART|_|nsubj",
-    "120": "PART|_|obj",
-    "121": "PART|_|obl",
-    "122": "PART|_|root",
-    "123": "PART|_|xcomp",
-    "124": "PRON|_|acl",
-    "125": "PRON|_|acl:relcl",
-    "126": "PRON|_|advcl",
-    "127": "PRON|_|advmod",
-    "128": "PRON|_|appos",
-    "129": "PRON|_|ccomp",
-    "130": "PRON|_|compound",
-    "131": "PRON|_|conj",
-    "132": "PRON|_|fixed",
-    "133": "PRON|_|nmod",
-    "134": "PRON|_|nmod:poss",
-    "135": "PRON|_|nsubj",
-    "136": "PRON|_|nsubj:pass",
-    "137": "PRON|_|obj",
-    "138": "PRON|_|obl",
-    "139": "PRON|_|obl:poss",
-    "140": "PRON|_|reparandum",
-    "141": "PRON|_|root",
-    "142": "PRON|_|xcomp",
-    "143": "PROPN|_|acl",
-    "144": "PROPN|_|acl:relcl",
-    "145": "PROPN|_|advmod",
-    "146": "PROPN|_|appos",
-    "147": "PROPN|_|aux",
-    "148": "PROPN|_|cc",
-    "149": "PROPN|_|ccomp",
-    "150": "PROPN|_|clf",
-    "151": "PROPN|_|compound",
-    "152": "PROPN|_|conj",
-    "153": "PROPN|_|flat:name",
-    "154": "PROPN|_|goeswith",
-    "155": "PROPN|_|nmod",
-    "156": "PROPN|_|nmod:poss",
-    "157": "PROPN|_|nsubj",
-    "158": "PROPN|_|nsubj:pass",
-    "159": "PROPN|_|obj",
-    "160": "PROPN|_|obl",
-    "161": "PROPN|_|obl:poss",
-    "162": "PROPN|_|obl:tmod",
-    "163": "PROPN|_|root",
-    "164": "PROPN|_|xcomp",
-    "165": "PUNCT|_|advmod",
-    "166": "PUNCT|_|clf",
-    "167": "PUNCT|_|punct",
-    "168": "PUNCT|_|root",
-    "169": "SCONJ|_|mark",
-    "170": "SYM|_|advmod",
-    "171": "SYM|_|clf",
-    "172": "SYM|_|nsubj",
-    "173": "SYM|_|obj",
-    "174": "SYM|_|obl",
-    "175": "VERB|_|acl",
-    "176": "VERB|_|acl:relcl",
-    "177": "VERB|_|advcl",
-    "178": "VERB|_|advmod",
-    "179": "VERB|_|appos",
-    "180": "VERB|_|aux",
-    "181": "VERB|_|aux:pass",
-    "182": "VERB|_|case",
-    "183": "VERB|_|cc",
-    "184": "VERB|_|ccomp",
-    "185": "VERB|_|compound",
-    "186": "VERB|_|conj",
-    "187": "VERB|_|csubj",
-    "188": "VERB|_|fixed",
-    "189": "VERB|_|mark",
-    "190": "VERB|_|nmod",
-    "191": "VERB|_|nmod:poss",
-    "192": "VERB|_|nsubj",
-    "193": "VERB|_|obj",
-    "194": "VERB|_|obl",
-    "195": "VERB|_|obl:poss",
-    "196": "VERB|_|parataxis",
-    "197": "VERB|_|root",
-    "198": "VERB|_|xcomp",
-    "199": "X|_|goeswith"
+    "13": "ADV|PronType=Int|advmod",
+    "14": "ADV|_|advcl",
+    "15": "ADV|_|advmod",
+    "16": "ADV|_|aux",
+    "17": "ADV|_|cc",
+    "18": "ADV|_|ccomp",
+    "19": "ADV|_|conj",
+    "20": "ADV|_|fixed",
+    "21": "ADV|_|mark",
+    "22": "ADV|_|obj",
+    "23": "ADV|_|root",
+    "24": "ADV|_|xcomp",
+    "25": "AUX|_|advmod",
+    "26": "AUX|_|aux",
+    "27": "AUX|_|aux:pass",
+    "28": "AUX|_|ccomp",
+    "29": "AUX|_|conj",
+    "30": "AUX|_|cop",
+    "31": "AUX|_|mark",
+    "32": "CCONJ|_|advmod",
+    "33": "CCONJ|_|case",
+    "34": "CCONJ|_|cc",
+    "35": "CCONJ|_|compound",
+    "36": "CCONJ|_|conj",
+    "37": "CCONJ|_|fixed",
+    "38": "CCONJ|_|mark",
+    "39": "CCONJ|_|nsubj",
+    "40": "CCONJ|_|obl",
+    "41": "CCONJ|_|root",
+    "42": "DET|PronType=Int|det",
+    "43": "DET|_|advmod",
+    "44": "DET|_|case",
+    "45": "DET|_|cc:preconj",
+    "46": "DET|_|conj",
+    "47": "DET|_|det",
+    "48": "DET|_|det:predet",
+    "49": "DET|_|fixed",
+    "50": "DET|_|mark",
+    "51": "DET|_|nsubj",
+    "52": "DET|_|nsubj:pass",
+    "53": "DET|_|obj",
+    "54": "DET|_|obl",
+    "55": "DET|_|obl:tmod",
+    "56": "DET|_|root",
+    "57": "INTJ|_|acl",
+    "58": "INTJ|_|nsubj",
+    "59": "INTJ|_|root",
+    "60": "NOUN|_|acl",
+    "61": "NOUN|_|acl:relcl",
+    "62": "NOUN|_|advcl",
+    "63": "NOUN|_|advmod",
+    "64": "NOUN|_|appos",
+    "65": "NOUN|_|aux",
+    "66": "NOUN|_|case",
+    "67": "NOUN|_|cc",
+    "68": "NOUN|_|ccomp",
+    "69": "NOUN|_|clf",
+    "70": "NOUN|_|compound",
+    "71": "NOUN|_|conj",
+    "72": "NOUN|_|dislocated",
+    "73": "NOUN|_|fixed",
+    "74": "NOUN|_|flat:name",
+    "75": "NOUN|_|iobj",
+    "76": "NOUN|_|mark",
+    "77": "NOUN|_|nmod",
+    "78": "NOUN|_|nmod:poss",
+    "79": "NOUN|_|nsubj",
+    "80": "NOUN|_|nsubj:pass",
+    "81": "NOUN|_|obj",
+    "82": "NOUN|_|obl",
+    "83": "NOUN|_|obl:poss",
+    "84": "NOUN|_|obl:tmod",
+    "85": "NOUN|_|parataxis",
+    "86": "NOUN|_|root",
+    "87": "NOUN|_|vocative",
+    "88": "NOUN|_|xcomp",
+    "89": "NUM|_|acl",
+    "90": "NUM|_|acl:relcl",
+    "91": "NUM|_|advmod",
+    "92": "NUM|_|appos",
+    "93": "NUM|_|ccomp",
+    "94": "NUM|_|clf",
+    "95": "NUM|_|conj",
+    "96": "NUM|_|flat:name",
+    "97": "NUM|_|nmod",
+    "98": "NUM|_|nsubj",
+    "99": "NUM|_|nummod",
+    "100": "NUM|_|obj",
+    "101": "NUM|_|obl",
+    "102": "NUM|_|obl:poss",
+    "103": "NUM|_|obl:tmod",
+    "104": "NUM|_|root",
+    "105": "NUM|_|xcomp",
+    "106": "PART|Aspect=Perf|aux",
+    "107": "PART|Aspect=Perf|xcomp",
+    "108": "PART|Aspect=Prog|aux",
+    "109": "PART|Polarity=Neg|advmod",
+    "110": "PART|PronType=Int|acl",
+    "111": "PART|PronType=Int|advmod",
+    "112": "PART|PronType=Int|discourse",
+    "113": "PART|PronType=Int|obj",
+    "114": "PART|PronType=Int|root",
+    "115": "PART|_|acl",
+    "116": "PART|_|advmod",
+    "117": "PART|_|aux",
+    "118": "PART|_|cc",
+    "119": "PART|_|cc:preconj",
+    "120": "PART|_|ccomp",
+    "121": "PART|_|clf",
+    "122": "PART|_|compound",
+    "123": "PART|_|compound:prt",
+    "124": "PART|_|conj",
+    "125": "PART|_|discourse",
+    "126": "PART|_|fixed",
+    "127": "PART|_|mark",
+    "128": "PART|_|nmod",
+    "129": "PART|_|nmod:poss",
+    "130": "PART|_|nsubj",
+    "131": "PART|_|obj",
+    "132": "PART|_|obl",
+    "133": "PART|_|root",
+    "134": "PRON|Person=1|compound",
+    "135": "PRON|Person=1|nmod:poss",
+    "136": "PRON|Person=1|nsubj",
+    "137": "PRON|Person=1|nsubj:pass",
+    "138": "PRON|Person=1|obj",
+    "139": "PRON|Person=1|obl",
+    "140": "PRON|Person=1|obl:poss",
+    "141": "PRON|Person=2|compound",
+    "142": "PRON|Person=2|nmod:poss",
+    "143": "PRON|Person=2|nsubj",
+    "144": "PRON|Person=2|obj",
+    "145": "PRON|Person=2|obl",
+    "146": "PRON|Person=3|advmod",
+    "147": "PRON|Person=3|appos",
+    "148": "PRON|Person=3|compound",
+    "149": "PRON|Person=3|conj",
+    "150": "PRON|Person=3|nmod",
+    "151": "PRON|Person=3|nmod:poss",
+    "152": "PRON|Person=3|nsubj",
+    "153": "PRON|Person=3|nsubj:pass",
+    "154": "PRON|Person=3|obj",
+    "155": "PRON|Person=3|obl",
+    "156": "PRON|Person=3|obl:poss",
+    "157": "PRON|Person=3|reparandum",
+    "158": "PRON|Person=3|xcomp",
+    "159": "PRON|PronType=Int|nsubj",
+    "160": "PRON|PronType=Int|obj",
+    "161": "PRON|PronType=Int|obl",
+    "162": "PRON|PronType=Int|root",
+    "163": "PRON|_|acl",
+    "164": "PRON|_|acl:relcl",
+    "165": "PRON|_|advcl",
+    "166": "PRON|_|advmod",
+    "167": "PRON|_|ccomp",
+    "168": "PRON|_|compound",
+    "169": "PRON|_|conj",
+    "170": "PRON|_|fixed",
+    "171": "PRON|_|nmod",
+    "172": "PRON|_|nmod:poss",
+    "173": "PRON|_|nsubj",
+    "174": "PRON|_|obj",
+    "175": "PRON|_|obl",
+    "176": "PRON|_|obl:poss",
+    "177": "PRON|_|root",
+    "178": "PRON|_|xcomp",
+    "179": "PROPN|_|acl",
+    "180": "PROPN|_|acl:relcl",
+    "181": "PROPN|_|advmod",
+    "182": "PROPN|_|appos",
+    "183": "PROPN|_|aux",
+    "184": "PROPN|_|cc",
+    "185": "PROPN|_|ccomp",
+    "186": "PROPN|_|clf",
+    "187": "PROPN|_|compound",
+    "188": "PROPN|_|conj",
+    "189": "PROPN|_|flat:name",
+    "190": "PROPN|_|goeswith",
+    "191": "PROPN|_|nmod",
+    "192": "PROPN|_|nmod:poss",
+    "193": "PROPN|_|nsubj",
+    "194": "PROPN|_|nsubj:pass",
+    "195": "PROPN|_|obj",
+    "196": "PROPN|_|obl",
+    "197": "PROPN|_|obl:poss",
+    "198": "PROPN|_|obl:tmod",
+    "199": "PROPN|_|root",
+    "200": "PROPN|_|xcomp",
+    "201": "PUNCT|_|advmod",
+    "202": "PUNCT|_|clf",
+    "203": "PUNCT|_|punct",
+    "204": "PUNCT|_|root",
+    "205": "SCONJ|_|mark",
+    "206": "SYM|_|advmod",
+    "207": "SYM|_|clf",
+    "208": "SYM|_|nsubj",
+    "209": "SYM|_|obj",
+    "210": "SYM|_|obl",
+    "211": "VERB|Mood=Imp|aux",
+    "212": "VERB|Mood=Imp|xcomp",
+    "213": "VERB|Voice=Pass|aux",
+    "214": "VERB|Voice=Pass|aux:pass",
+    "215": "VERB|_|acl",
+    "216": "VERB|_|acl:relcl",
+    "217": "VERB|_|advcl",
+    "218": "VERB|_|advmod",
+    "219": "VERB|_|appos",
+    "220": "VERB|_|aux",
+    "221": "VERB|_|case",
+    "222": "VERB|_|cc",
+    "223": "VERB|_|ccomp",
+    "224": "VERB|_|compound",
+    "225": "VERB|_|conj",
+    "226": "VERB|_|csubj",
+    "227": "VERB|_|fixed",
+    "228": "VERB|_|mark",
+    "229": "VERB|_|nmod",
+    "230": "VERB|_|nmod:poss",
+    "231": "VERB|_|nsubj",
+    "232": "VERB|_|obj",
+    "233": "VERB|_|obl",
+    "234": "VERB|_|obl:poss",
+    "235": "VERB|_|parataxis",
+    "236": "VERB|_|root",
+    "237": "VERB|_|xcomp",
+    "238": "X|_|goeswith"
   },
   "initializer_range": 0.02,
   "intermediate_size": 3072,
@@ -232,193 +271,232 @@
     "ADP|_|mark": 10,
     "ADP|_|obl": 11,
     "ADP|_|root": 12,
-    "ADV|_|advcl": 13,
-    "ADV|_|advmod": 14,
-    "ADV|_|aux": 15,
-    "ADV|_|cc": 16,
-    "ADV|_|ccomp": 17,
-    "ADV|_|conj": 18,
-    "ADV|_|fixed": 19,
-    "ADV|_|mark": 20,
-    "ADV|_|obj": 21,
-    "ADV|_|root": 22,
-    "ADV|_|xcomp": 23,
-    "AUX|_|advmod": 24,
-    "AUX|_|aux": 25,
-    "AUX|_|aux:pass": 26,
-    "AUX|_|ccomp": 27,
-    "AUX|_|conj": 28,
-    "AUX|_|cop": 29,
-    "AUX|_|mark": 30,
-    "CCONJ|_|advmod": 31,
-    "CCONJ|_|case": 32,
-    "CCONJ|_|cc": 33,
-    "CCONJ|_|compound": 34,
-    "CCONJ|_|conj": 35,
-    "CCONJ|_|fixed": 36,
-    "CCONJ|_|mark": 37,
-    "CCONJ|_|nsubj": 38,
-    "CCONJ|_|obl": 39,
-    "CCONJ|_|root": 40,
-    "DET|_|advmod": 41,
-    "DET|_|case": 42,
-    "DET|_|cc:preconj": 43,
-    "DET|_|conj": 44,
-    "DET|_|det": 45,
-    "DET|_|det:predet": 46,
-    "DET|_|fixed": 47,
-    "DET|_|mark": 48,
-    "DET|_|nsubj": 49,
-    "DET|_|nsubj:pass": 50,
-    "DET|_|obj": 51,
-    "DET|_|obl": 52,
-    "DET|_|obl:tmod": 53,
-    "DET|_|root": 54,
-    "INTJ|_|acl": 55,
-    "INTJ|_|nsubj": 56,
-    "INTJ|_|root": 57,
-    "NOUN|_|acl": 58,
-    "NOUN|_|acl:relcl": 59,
-    "NOUN|_|advcl": 60,
-    "NOUN|_|advmod": 61,
-    "NOUN|_|appos": 62,
-    "NOUN|_|aux": 63,
-    "NOUN|_|case": 64,
-    "NOUN|_|cc": 65,
-    "NOUN|_|ccomp": 66,
-    "NOUN|_|clf": 67,
-    "NOUN|_|compound": 68,
-    "NOUN|_|conj": 69,
-    "NOUN|_|dislocated": 70,
-    "NOUN|_|fixed": 71,
-    "NOUN|_|flat:name": 72,
-    "NOUN|_|iobj": 73,
-    "NOUN|_|mark": 74,
-    "NOUN|_|nmod": 75,
-    "NOUN|_|nmod:poss": 76,
-    "NOUN|_|nsubj": 77,
-    "NOUN|_|nsubj:pass": 78,
-    "NOUN|_|obj": 79,
-    "NOUN|_|obl": 80,
-    "NOUN|_|obl:poss": 81,
-    "NOUN|_|obl:tmod": 82,
-    "NOUN|_|parataxis": 83,
-    "NOUN|_|root": 84,
-    "NOUN|_|vocative": 85,
-    "NOUN|_|xcomp": 86,
-    "NUM|_|acl": 87,
-    "NUM|_|acl:relcl": 88,
-    "NUM|_|advmod": 89,
-    "NUM|_|appos": 90,
-    "NUM|_|ccomp": 91,
-    "NUM|_|clf": 92,
-    "NUM|_|conj": 93,
-    "NUM|_|flat:name": 94,
-    "NUM|_|nmod": 95,
-    "NUM|_|nsubj": 96,
-    "NUM|_|nummod": 97,
-    "NUM|_|obj": 98,
-    "NUM|_|obl": 99,
-    "NUM|_|obl:poss": 100,
-    "NUM|_|obl:tmod": 101,
-    "NUM|_|root": 102,
-    "NUM|_|xcomp": 103,
-    "PART|_|acl": 104,
-    "PART|_|advmod": 105,
-    "PART|_|aux": 106,
-    "PART|_|cc": 107,
-    "PART|_|cc:preconj": 108,
-    "PART|_|ccomp": 109,
-    "PART|_|clf": 110,
-    "PART|_|compound": 111,
-    "PART|_|compound:prt": 112,
-    "PART|_|conj": 113,
-    "PART|_|discourse": 114,
-    "PART|_|fixed": 115,
-    "PART|_|mark": 116,
-    "PART|_|nmod": 117,
-    "PART|_|nmod:poss": 118,
-    "PART|_|nsubj": 119,
-    "PART|_|obj": 120,
-    "PART|_|obl": 121,
-    "PART|_|root": 122,
-    "PART|_|xcomp": 123,
-    "PRON|_|acl": 124,
-    "PRON|_|acl:relcl": 125,
-    "PRON|_|advcl": 126,
-    "PRON|_|advmod": 127,
-    "PRON|_|appos": 128,
-    "PRON|_|ccomp": 129,
-    "PRON|_|compound": 130,
-    "PRON|_|conj": 131,
-    "PRON|_|fixed": 132,
-    "PRON|_|nmod": 133,
-    "PRON|_|nmod:poss": 134,
-    "PRON|_|nsubj": 135,
-    "PRON|_|nsubj:pass": 136,
-    "PRON|_|obj": 137,
-    "PRON|_|obl": 138,
-    "PRON|_|obl:poss": 139,
-    "PRON|_|reparandum": 140,
-    "PRON|_|root": 141,
-    "PRON|_|xcomp": 142,
-    "PROPN|_|acl": 143,
-    "PROPN|_|acl:relcl": 144,
-    "PROPN|_|advmod": 145,
-    "PROPN|_|appos": 146,
-    "PROPN|_|aux": 147,
-    "PROPN|_|cc": 148,
-    "PROPN|_|ccomp": 149,
-    "PROPN|_|clf": 150,
-    "PROPN|_|compound": 151,
-    "PROPN|_|conj": 152,
-    "PROPN|_|flat:name": 153,
-    "PROPN|_|goeswith": 154,
-    "PROPN|_|nmod": 155,
-    "PROPN|_|nmod:poss": 156,
-    "PROPN|_|nsubj": 157,
-    "PROPN|_|nsubj:pass": 158,
-    "PROPN|_|obj": 159,
-    "PROPN|_|obl": 160,
-    "PROPN|_|obl:poss": 161,
-    "PROPN|_|obl:tmod": 162,
-    "PROPN|_|root": 163,
-    "PROPN|_|xcomp": 164,
-    "PUNCT|_|advmod": 165,
-    "PUNCT|_|clf": 166,
-    "PUNCT|_|punct": 167,
-    "PUNCT|_|root": 168,
-    "SCONJ|_|mark": 169,
-    "SYM|_|advmod": 170,
-    "SYM|_|clf": 171,
-    "SYM|_|nsubj": 172,
-    "SYM|_|obj": 173,
-    "SYM|_|obl": 174,
-    "VERB|_|acl": 175,
-    "VERB|_|acl:relcl": 176,
-    "VERB|_|advcl": 177,
-    "VERB|_|advmod": 178,
-    "VERB|_|appos": 179,
-    "VERB|_|aux": 180,
-    "VERB|_|aux:pass": 181,
-    "VERB|_|case": 182,
-    "VERB|_|cc": 183,
-    "VERB|_|ccomp": 184,
-    "VERB|_|compound": 185,
-    "VERB|_|conj": 186,
-    "VERB|_|csubj": 187,
-    "VERB|_|fixed": 188,
-    "VERB|_|mark": 189,
-    "VERB|_|nmod": 190,
-    "VERB|_|nmod:poss": 191,
-    "VERB|_|nsubj": 192,
-    "VERB|_|obj": 193,
-    "VERB|_|obl": 194,
-    "VERB|_|obl:poss": 195,
-    "VERB|_|parataxis": 196,
-    "VERB|_|root": 197,
-    "VERB|_|xcomp": 198,
-    "X|_|goeswith": 199
+    "ADV|PronType=Int|advmod": 13,
+    "ADV|_|advcl": 14,
+    "ADV|_|advmod": 15,
+    "ADV|_|aux": 16,
+    "ADV|_|cc": 17,
+    "ADV|_|ccomp": 18,
+    "ADV|_|conj": 19,
+    "ADV|_|fixed": 20,
+    "ADV|_|mark": 21,
+    "ADV|_|obj": 22,
+    "ADV|_|root": 23,
+    "ADV|_|xcomp": 24,
+    "AUX|_|advmod": 25,
+    "AUX|_|aux": 26,
+    "AUX|_|aux:pass": 27,
+    "AUX|_|ccomp": 28,
+    "AUX|_|conj": 29,
+    "AUX|_|cop": 30,
+    "AUX|_|mark": 31,
+    "CCONJ|_|advmod": 32,
+    "CCONJ|_|case": 33,
+    "CCONJ|_|cc": 34,
+    "CCONJ|_|compound": 35,
+    "CCONJ|_|conj": 36,
+    "CCONJ|_|fixed": 37,
+    "CCONJ|_|mark": 38,
+    "CCONJ|_|nsubj": 39,
+    "CCONJ|_|obl": 40,
+    "CCONJ|_|root": 41,
+    "DET|PronType=Int|det": 42,
+    "DET|_|advmod": 43,
+    "DET|_|case": 44,
+    "DET|_|cc:preconj": 45,
+    "DET|_|conj": 46,
+    "DET|_|det": 47,
+    "DET|_|det:predet": 48,
+    "DET|_|fixed": 49,
+    "DET|_|mark": 50,
+    "DET|_|nsubj": 51,
+    "DET|_|nsubj:pass": 52,
+    "DET|_|obj": 53,
+    "DET|_|obl": 54,
+    "DET|_|obl:tmod": 55,
+    "DET|_|root": 56,
+    "INTJ|_|acl": 57,
+    "INTJ|_|nsubj": 58,
+    "INTJ|_|root": 59,
+    "NOUN|_|acl": 60,
+    "NOUN|_|acl:relcl": 61,
+    "NOUN|_|advcl": 62,
+    "NOUN|_|advmod": 63,
+    "NOUN|_|appos": 64,
+    "NOUN|_|aux": 65,
+    "NOUN|_|case": 66,
+    "NOUN|_|cc": 67,
+    "NOUN|_|ccomp": 68,
+    "NOUN|_|clf": 69,
+    "NOUN|_|compound": 70,
+    "NOUN|_|conj": 71,
+    "NOUN|_|dislocated": 72,
+    "NOUN|_|fixed": 73,
+    "NOUN|_|flat:name": 74,
+    "NOUN|_|iobj": 75,
+    "NOUN|_|mark": 76,
+    "NOUN|_|nmod": 77,
+    "NOUN|_|nmod:poss": 78,
+    "NOUN|_|nsubj": 79,
+    "NOUN|_|nsubj:pass": 80,
+    "NOUN|_|obj": 81,
+    "NOUN|_|obl": 82,
+    "NOUN|_|obl:poss": 83,
+    "NOUN|_|obl:tmod": 84,
+    "NOUN|_|parataxis": 85,
+    "NOUN|_|root": 86,
+    "NOUN|_|vocative": 87,
+    "NOUN|_|xcomp": 88,
+    "NUM|_|acl": 89,
+    "NUM|_|acl:relcl": 90,
+    "NUM|_|advmod": 91,
+    "NUM|_|appos": 92,
+    "NUM|_|ccomp": 93,
+    "NUM|_|clf": 94,
+    "NUM|_|conj": 95,
+    "NUM|_|flat:name": 96,
+    "NUM|_|nmod": 97,
+    "NUM|_|nsubj": 98,
+    "NUM|_|nummod": 99,
+    "NUM|_|obj": 100,
+    "NUM|_|obl": 101,
+    "NUM|_|obl:poss": 102,
+    "NUM|_|obl:tmod": 103,
+    "NUM|_|root": 104,
+    "NUM|_|xcomp": 105,
+    "PART|Aspect=Perf|aux": 106,
+    "PART|Aspect=Perf|xcomp": 107,
+    "PART|Aspect=Prog|aux": 108,
+    "PART|Polarity=Neg|advmod": 109,
+    "PART|PronType=Int|acl": 110,
+    "PART|PronType=Int|advmod": 111,
+    "PART|PronType=Int|discourse": 112,
+    "PART|PronType=Int|obj": 113,
+    "PART|PronType=Int|root": 114,
+    "PART|_|acl": 115,
+    "PART|_|advmod": 116,
+    "PART|_|aux": 117,
+    "PART|_|cc": 118,
+    "PART|_|cc:preconj": 119,
+    "PART|_|ccomp": 120,
+    "PART|_|clf": 121,
+    "PART|_|compound": 122,
+    "PART|_|compound:prt": 123,
+    "PART|_|conj": 124,
+    "PART|_|discourse": 125,
+    "PART|_|fixed": 126,
+    "PART|_|mark": 127,
+    "PART|_|nmod": 128,
+    "PART|_|nmod:poss": 129,
+    "PART|_|nsubj": 130,
+    "PART|_|obj": 131,
+    "PART|_|obl": 132,
+    "PART|_|root": 133,
+    "PRON|Person=1|compound": 134,
+    "PRON|Person=1|nmod:poss": 135,
+    "PRON|Person=1|nsubj": 136,
+    "PRON|Person=1|nsubj:pass": 137,
+    "PRON|Person=1|obj": 138,
+    "PRON|Person=1|obl": 139,
+    "PRON|Person=1|obl:poss": 140,
+    "PRON|Person=2|compound": 141,
+    "PRON|Person=2|nmod:poss": 142,
+    "PRON|Person=2|nsubj": 143,
+    "PRON|Person=2|obj": 144,
+    "PRON|Person=2|obl": 145,
+    "PRON|Person=3|advmod": 146,
+    "PRON|Person=3|appos": 147,
+    "PRON|Person=3|compound": 148,
+    "PRON|Person=3|conj": 149,
+    "PRON|Person=3|nmod": 150,
+    "PRON|Person=3|nmod:poss": 151,
+    "PRON|Person=3|nsubj": 152,
+    "PRON|Person=3|nsubj:pass": 153,
+    "PRON|Person=3|obj": 154,
+    "PRON|Person=3|obl": 155,
+    "PRON|Person=3|obl:poss": 156,
+    "PRON|Person=3|reparandum": 157,
+    "PRON|Person=3|xcomp": 158,
+    "PRON|PronType=Int|nsubj": 159,
+    "PRON|PronType=Int|obj": 160,
+    "PRON|PronType=Int|obl": 161,
+    "PRON|PronType=Int|root": 162,
+    "PRON|_|acl": 163,
+    "PRON|_|acl:relcl": 164,
+    "PRON|_|advcl": 165,
+    "PRON|_|advmod": 166,
+    "PRON|_|ccomp": 167,
+    "PRON|_|compound": 168,
+    "PRON|_|conj": 169,
+    "PRON|_|fixed": 170,
+    "PRON|_|nmod": 171,
+    "PRON|_|nmod:poss": 172,
+    "PRON|_|nsubj": 173,
+    "PRON|_|obj": 174,
+    "PRON|_|obl": 175,
+    "PRON|_|obl:poss": 176,
+    "PRON|_|root": 177,
+    "PRON|_|xcomp": 178,
+    "PROPN|_|acl": 179,
+    "PROPN|_|acl:relcl": 180,
+    "PROPN|_|advmod": 181,
+    "PROPN|_|appos": 182,
+    "PROPN|_|aux": 183,
+    "PROPN|_|cc": 184,
+    "PROPN|_|ccomp": 185,
+    "PROPN|_|clf": 186,
+    "PROPN|_|compound": 187,
+    "PROPN|_|conj": 188,
+    "PROPN|_|flat:name": 189,
+    "PROPN|_|goeswith": 190,
+    "PROPN|_|nmod": 191,
+    "PROPN|_|nmod:poss": 192,
+    "PROPN|_|nsubj": 193,
+    "PROPN|_|nsubj:pass": 194,
+    "PROPN|_|obj": 195,
+    "PROPN|_|obl": 196,
+    "PROPN|_|obl:poss": 197,
+    "PROPN|_|obl:tmod": 198,
+    "PROPN|_|root": 199,
+    "PROPN|_|xcomp": 200,
+    "PUNCT|_|advmod": 201,
+    "PUNCT|_|clf": 202,
+    "PUNCT|_|punct": 203,
+    "PUNCT|_|root": 204,
+    "SCONJ|_|mark": 205,
+    "SYM|_|advmod": 206,
+    "SYM|_|clf": 207,
+    "SYM|_|nsubj": 208,
+    "SYM|_|obj": 209,
+    "SYM|_|obl": 210,
+    "VERB|Mood=Imp|aux": 211,
+    "VERB|Mood=Imp|xcomp": 212,
+    "VERB|Voice=Pass|aux": 213,
+    "VERB|Voice=Pass|aux:pass": 214,
+    "VERB|_|acl": 215,
+    "VERB|_|acl:relcl": 216,
+    "VERB|_|advcl": 217,
+    "VERB|_|advmod": 218,
+    "VERB|_|appos": 219,
+    "VERB|_|aux": 220,
+    "VERB|_|case": 221,
+    "VERB|_|cc": 222,
+    "VERB|_|ccomp": 223,
+    "VERB|_|compound": 224,
+    "VERB|_|conj": 225,
+    "VERB|_|csubj": 226,
+    "VERB|_|fixed": 227,
+    "VERB|_|mark": 228,
+    "VERB|_|nmod": 229,
+    "VERB|_|nmod:poss": 230,
+    "VERB|_|nsubj": 231,
+    "VERB|_|obj": 232,
+    "VERB|_|obl": 233,
+    "VERB|_|obl:poss": 234,
+    "VERB|_|parataxis": 235,
+    "VERB|_|root": 236,
+    "VERB|_|xcomp": 237,
+    "X|_|goeswith": 238
   },
   "layer_norm_eps": 1e-12,
   "max_position_embeddings": 512,

maker.py

@@ -24,7 +24,7 @@ class UDgoeswithDataset(object):
               c.insert(i+1,[c[i][0],"_","_","X","_","_",c[i][0],"goeswith","_","_"])
           y=["0"]+[t[0] for t in c]
           h=[i if t[6]=="0" else y.index(t[6]) for i,t in enumerate(c,1)]
-          p,v=[t[3]+"|_|"+t[7] for t in c],sum(v,[])
+          p,v=[t[3]+"|"+t[5]+"|"+t[7] for t in c],sum(v,[])
           self.ids.append([cls]+v+[sep])
           self.tags.append([dep]+p+[dep])
           label=set(sum([self.tags[-1],list(label)],[]))

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:84a1018e4627ed153c908596557ebbd905a1dedeff2fb076e0ff62175bd55327
-size 351720561
+oid sha256:462c5881ab1ccf3649f9a1211c4fed453fcd674df5691a6705ccb53e041d0c99
+size 351840497