{ "lang":"zh", "name":"lzh_sigtyp_trf", "version":"0.1.0", "description":"", "author":"", "email":"", "url":"", "license":"", "spacy_version":">=3.6.1,<3.7.0", "spacy_git_version":"458bc5f45", "vectors":{ "width":0, "vectors":0, "keys":0, "name":null }, "labels":{ "transformer":[ ], "parser":[ "ROOT", "acl", "advcl", "advmod", "amod", "aux", "case", "cc", "ccomp", "clf", "compound", "compound:redup", "conj", "cop", "csubj", "csubj:outer", "dep", "det", "discourse", "discourse:sp", "dislocated", "expl", "fixed", "flat", "flat:foreign", "flat:vv", "iobj", "list", "mark", "nmod", "nsubj", "nsubj:outer", "nummod", "obj", "obl", "obl:lmod", "obl:tmod", "parataxis", "vocative", "xcomp" ], "tagger":[ "n,\u4ee3\u540d\u8a5e,\u4eba\u79f0,\u4ed6__Person=1|PronType=Prs", "n,\u4ee3\u540d\u8a5e,\u4eba\u79f0,\u4ed6__Person=2|PronType=Prs", "n,\u4ee3\u540d\u8a5e,\u4eba\u79f0,\u4ed6__Person=3|PronType=Prs", "n,\u4ee3\u540d\u8a5e,\u4eba\u79f0,\u4ed6__PronType=Prs", "n,\u4ee3\u540d\u8a5e,\u4eba\u79f0,\u4ed6__PronType=Prs|Reflex=Yes", "n,\u4ee3\u540d\u8a5e,\u4eba\u79f0,\u6b62\u683c__Person=1|PronType=Prs", "n,\u4ee3\u540d\u8a5e,\u4eba\u79f0,\u6b62\u683c__Person=2|PronType=Prs", "n,\u4ee3\u540d\u8a5e,\u4eba\u79f0,\u6b62\u683c__Person=3|PronType=Prs", "n,\u4ee3\u540d\u8a5e,\u4eba\u79f0,\u8d77\u683c__Person=1|PronType=Prs", "n,\u4ee3\u540d\u8a5e,\u4eba\u79f0,\u8d77\u683c__Person=2|PronType=Prs", "n,\u4ee3\u540d\u8a5e,\u4eba\u79f0,\u8d77\u683c__Person=3|PronType=Prs", "n,\u4ee3\u540d\u8a5e,\u4eba\u79f0,\u8d77\u683c__PronType=Prs", "n,\u4ee3\u540d\u8a5e,\u6307\u793a,*__PronType=Dem", "n,\u4ee3\u540d\u8a5e,\u7591\u554f,*__PronType=Int", "n,\u540d\u8a5e,\u4e0d\u53ef\u8b72,\u5c5e\u6027", "n,\u540d\u8a5e,\u4e0d\u53ef\u8b72,\u75be\u75c5", "n,\u540d\u8a5e,\u4e0d\u53ef\u8b72,\u8eab\u4f53", "n,\u540d\u8a5e,\u4e3b\u4f53,\u52d5\u7269", "n,\u540d\u8a5e,\u4e3b\u4f53,\u56fd\u540d__Case=Loc|NameType=Nat", "n,\u540d\u8a5e,\u4e3b\u4f53,\u66f8\u7269", "n,\u540d\u8a5e,\u4e3b\u4f53,\u6a5f\u95a2", "n,\u540d\u8a5e,\u4e3b\u4f53,\u795e\u4ecf", "n,\u540d\u8a5e,\u4e3b\u4f53,\u96c6\u56e3", "n,\u540d\u8a5e,\u4eba,\u305d\u306e\u4ed6\u306e\u4eba\u540d__NameType=Prs", "n,\u540d\u8a5e,\u4eba,\u4eba", "n,\u540d\u8a5e,\u4eba,\u540d__NameType=Giv", "n,\u540d\u8a5e,\u4eba,\u59d3\u6c0f__NameType=Sur", "n,\u540d\u8a5e,\u4eba,\u5f79\u5272", "n,\u540d\u8a5e,\u4eba,\u8907\u5408\u7684\u4eba\u540d__NameType=Prs", "n,\u540d\u8a5e,\u4eba,\u95a2\u4fc2", "n,\u540d\u8a5e,\u5236\u5ea6,\u5100\u793c", "n,\u540d\u8a5e,\u5236\u5ea6,\u5834__Case=Loc", "n,\u540d\u8a5e,\u53ef\u642c,\u4e57\u308a\u7269", "n,\u540d\u8a5e,\u53ef\u642c,\u4f1d\u9054", "n,\u540d\u8a5e,\u53ef\u642c,\u6210\u679c\u7269", "n,\u540d\u8a5e,\u53ef\u642c,\u7ce7\u98df", "n,\u540d\u8a5e,\u53ef\u642c,\u9053\u5177", "n,\u540d\u8a5e,\u56fa\u5b9a\u7269,\u5730\u540d__Case=Loc|NameType=Geo", "n,\u540d\u8a5e,\u56fa\u5b9a\u7269,\u5730\u5f62__Case=Loc", "n,\u540d\u8a5e,\u56fa\u5b9a\u7269,\u5efa\u9020\u7269__Case=Loc", "n,\u540d\u8a5e,\u56fa\u5b9a\u7269,\u6a39\u6728", "n,\u540d\u8a5e,\u56fa\u5b9a\u7269,\u95a2\u4fc2__Case=Loc", "n,\u540d\u8a5e,\u5916\u89b3,\u4eba", "n,\u540d\u8a5e,\u5929\u8c61,\u5929\u6587", "n,\u540d\u8a5e,\u5929\u8c61,\u602a\u7570", "n,\u540d\u8a5e,\u5929\u8c61,\u6c17\u8c61", "n,\u540d\u8a5e,\u5ea6\u91cf\u8861,*__NounType=Clf", "n,\u540d\u8a5e,\u601d\u8003,*", "n,\u540d\u8a5e,\u601d\u8003,\u601d\u8003", "n,\u540d\u8a5e,\u63cf\u5199,\u5f62\u8cea", "n,\u540d\u8a5e,\u63cf\u5199,\u614b\u5ea6", "n,\u540d\u8a5e,\u6570\u91cf,*", "n,\u540d\u8a5e,\u6642,*__Case=Tem", "n,\u540d\u8a5e,\u884c\u70ba,*", "n,\u6570\u8a5e,\u5e72\u652f,*__NumType=Ord", "n,\u6570\u8a5e,\u6570,*", "n,\u6570\u8a5e,\u6570\u5b57,*", "p,\u52a9\u8a5e,\u53e5\u672b,*", "p,\u52a9\u8a5e,\u53e5\u982d,*", "p,\u52a9\u8a5e,\u63a5\u7d9a,\u4e26\u5217", "p,\u52a9\u8a5e,\u63a5\u7d9a,\u4f53\u8a00\u5316", "p,\u52a9\u8a5e,\u63a5\u7d9a,\u5c5e\u683c", "p,\u52a9\u8a5e,\u63d0\u793a,*", "p,\u611f\u5606\u8a5e,*,*", "p,\u63a5\u5c3e\u8f9e,*,*", "s,\u6587\u5b57,*,*", "s,\u8a18\u53f7,\u4e00\u822c,*", "s,\u8a18\u53f7,\u62ec\u5f27\u958b,*", "s,\u8a18\u53f7,\u8aad\u70b9,*", "v,\u524d\u7f6e\u8a5e,\u57fa\u76e4,*", "v,\u524d\u7f6e\u8a5e,\u6e90\u6cc9,*", "v,\u524d\u7f6e\u8a5e,\u7d4c\u7531,*", "v,\u524d\u7f6e\u8a5e,\u95a2\u4fc2,*", "v,\u526f\u8a5e,\u5224\u65ad,\u63a8\u5b9a", "v,\u526f\u8a5e,\u5224\u65ad,\u78ba\u5b9a", "v,\u526f\u8a5e,\u5224\u65ad,\u9006\u63a5", "v,\u526f\u8a5e,\u5426\u5b9a,\u4f53\u8a00\u5426\u5b9a__Polarity=Neg", "v,\u526f\u8a5e,\u5426\u5b9a,\u6709\u754c__Polarity=Neg", "v,\u526f\u8a5e,\u5426\u5b9a,\u7121\u754c__Polarity=Neg", "v,\u526f\u8a5e,\u5426\u5b9a,\u7981\u6b62__Polarity=Neg", "v,\u526f\u8a5e,\u63cf\u5199,*", "v,\u526f\u8a5e,\u6642\u76f8,\u5909\u5316__AdvType=Tim", "v,\u526f\u8a5e,\u6642\u76f8,\u5b8c\u4e86__AdvType=Tim|Aspect=Perf", "v,\u526f\u8a5e,\u6642\u76f8,\u5c06\u6765__AdvType=Tim|Tense=Fut", "v,\u526f\u8a5e,\u6642\u76f8,\u6052\u5e38__AdvType=Tim", "v,\u526f\u8a5e,\u6642\u76f8,\u73fe\u5728__AdvType=Tim|Tense=Pres", "v,\u526f\u8a5e,\u6642\u76f8,\u7d42\u5c40__AdvType=Tim", "v,\u526f\u8a5e,\u6642\u76f8,\u7d99\u8d77__AdvType=Tim", "v,\u526f\u8a5e,\u6642\u76f8,\u7dca\u63a5__AdvType=Tim", "v,\u526f\u8a5e,\u6642\u76f8,\u904e\u53bb__AdvType=Tim|Tense=Past", "v,\u526f\u8a5e,\u7591\u554f,\u539f\u56e0__AdvType=Cau", "v,\u526f\u8a5e,\u7591\u554f,\u53cd\u8a9e", "v,\u526f\u8a5e,\u7591\u554f,\u6240\u5728", "v,\u526f\u8a5e,\u7a0b\u5ea6,\u3084\u3084\u9ad8\u5ea6__AdvType=Deg|Degree=Cmp", "v,\u526f\u8a5e,\u7a0b\u5ea6,\u6975\u5ea6__AdvType=Deg|Degree=Sup", "v,\u526f\u8a5e,\u7a0b\u5ea6,\u8efd\u5ea6__AdvType=Deg|Degree=Pos", "v,\u526f\u8a5e,\u7bc4\u56f2,\u5171\u540c", "v,\u526f\u8a5e,\u7bc4\u56f2,\u7dcf\u62ec", "v,\u526f\u8a5e,\u7bc4\u56f2,\u9650\u5b9a", "v,\u526f\u8a5e,\u983b\u5ea6,\u5076\u767a", "v,\u526f\u8a5e,\u983b\u5ea6,\u91cd\u8907", "v,\u526f\u8a5e,\u983b\u5ea6,\u983b\u7e41", "v,\u52a9\u52d5\u8a5e,\u53d7\u52d5,*__Voice=Pass", "v,\u52a9\u52d5\u8a5e,\u53ef\u80fd,*__Mood=Pot", "v,\u52a9\u52d5\u8a5e,\u5fc5\u8981,*__Mood=Nec", "v,\u52a9\u52d5\u8a5e,\u9858\u671b,*__Mood=Des", "v,\u52d5\u8a5e,\u5909\u5316,\u5236\u5ea6", "v,\u52d5\u8a5e,\u5909\u5316,\u5236\u5ea6__VerbForm=Conv", "v,\u52d5\u8a5e,\u5909\u5316,\u5236\u5ea6__VerbForm=Part", "v,\u52d5\u8a5e,\u5909\u5316,\u6027\u8cea", "v,\u52d5\u8a5e,\u5909\u5316,\u6027\u8cea__VerbForm=Conv", "v,\u52d5\u8a5e,\u5909\u5316,\u6027\u8cea__VerbForm=Part", "v,\u52d5\u8a5e,\u5909\u5316,\u751f\u7269", "v,\u52d5\u8a5e,\u5909\u5316,\u751f\u7269__VerbForm=Conv", "v,\u52d5\u8a5e,\u5909\u5316,\u751f\u7269__VerbForm=Part", "v,\u52d5\u8a5e,\u5b58\u5728,\u5b58\u5728", "v,\u52d5\u8a5e,\u5b58\u5728,\u5b58\u5728__Polarity=Neg", "v,\u52d5\u8a5e,\u5b58\u5728,\u5b58\u5728__Polarity=Neg|VerbForm=Conv", "v,\u52d5\u8a5e,\u5b58\u5728,\u5b58\u5728__Polarity=Neg|VerbForm=Part", "v,\u52d5\u8a5e,\u5b58\u5728,\u5b58\u5728__VerbForm=Conv", "v,\u52d5\u8a5e,\u5b58\u5728,\u5b58\u5728__VerbForm=Part", "v,\u52d5\u8a5e,\u5b58\u5728,\u5b58\u5728__VerbType=Cop", "v,\u52d5\u8a5e,\u63cf\u5199,\u5883\u9047__Degree=Pos", "v,\u52d5\u8a5e,\u63cf\u5199,\u5883\u9047__Degree=Pos|VerbForm=Conv", "v,\u52d5\u8a5e,\u63cf\u5199,\u5883\u9047__Degree=Pos|VerbForm=Part", "v,\u52d5\u8a5e,\u63cf\u5199,\u5f62\u8cea__Degree=Pos", "v,\u52d5\u8a5e,\u63cf\u5199,\u5f62\u8cea__Degree=Pos|VerbForm=Conv", "v,\u52d5\u8a5e,\u63cf\u5199,\u5f62\u8cea__Degree=Pos|VerbForm=Part", "v,\u52d5\u8a5e,\u63cf\u5199,\u614b\u5ea6__Degree=Pos", "v,\u52d5\u8a5e,\u63cf\u5199,\u614b\u5ea6__Degree=Pos|VerbForm=Conv", "v,\u52d5\u8a5e,\u63cf\u5199,\u614b\u5ea6__Degree=Pos|VerbForm=Part", "v,\u52d5\u8a5e,\u63cf\u5199,\u91cf__Degree=Pos", "v,\u52d5\u8a5e,\u63cf\u5199,\u91cf__Degree=Pos|VerbForm=Conv", "v,\u52d5\u8a5e,\u63cf\u5199,\u91cf__Degree=Pos|VerbForm=Part", "v,\u52d5\u8a5e,\u884c\u70ba,\u4ea4\u6d41", "v,\u52d5\u8a5e,\u884c\u70ba,\u4ea4\u6d41__VerbForm=Conv", "v,\u52d5\u8a5e,\u884c\u70ba,\u4ea4\u6d41__VerbForm=Part", "v,\u52d5\u8a5e,\u884c\u70ba,\u4f1d\u9054", "v,\u52d5\u8a5e,\u884c\u70ba,\u4f1d\u9054__VerbForm=Conv", "v,\u52d5\u8a5e,\u884c\u70ba,\u4f1d\u9054__VerbForm=Part", "v,\u52d5\u8a5e,\u884c\u70ba,\u4f7f\u5f79", "v,\u52d5\u8a5e,\u884c\u70ba,\u4f7f\u5f79__VerbForm=Conv", "v,\u52d5\u8a5e,\u884c\u70ba,\u4f7f\u5f79__VerbForm=Part", "v,\u52d5\u8a5e,\u884c\u70ba,\u5100\u793c", "v,\u52d5\u8a5e,\u884c\u70ba,\u5100\u793c__VerbForm=Conv", "v,\u52d5\u8a5e,\u884c\u70ba,\u5100\u793c__VerbForm=Part", "v,\u52d5\u8a5e,\u884c\u70ba,\u5206\u985e__Degree=Equ", "v,\u52d5\u8a5e,\u884c\u70ba,\u5206\u985e__Degree=Equ|VerbForm=Conv", "v,\u52d5\u8a5e,\u884c\u70ba,\u5206\u985e__Degree=Equ|VerbForm=Part", "v,\u52d5\u8a5e,\u884c\u70ba,\u52d5\u4f5c", "v,\u52d5\u8a5e,\u884c\u70ba,\u52d5\u4f5c__VerbForm=Conv", "v,\u52d5\u8a5e,\u884c\u70ba,\u52d5\u4f5c__VerbForm=Part", "v,\u52d5\u8a5e,\u884c\u70ba,\u59ff\u52e2", "v,\u52d5\u8a5e,\u884c\u70ba,\u59ff\u52e2__VerbForm=Conv", "v,\u52d5\u8a5e,\u884c\u70ba,\u59ff\u52e2__VerbForm=Part", "v,\u52d5\u8a5e,\u884c\u70ba,\u5f79\u5272", "v,\u52d5\u8a5e,\u884c\u70ba,\u5f79\u5272__VerbForm=Conv", "v,\u52d5\u8a5e,\u884c\u70ba,\u5f79\u5272__VerbForm=Part", "v,\u52d5\u8a5e,\u884c\u70ba,\u5f97\u5931", "v,\u52d5\u8a5e,\u884c\u70ba,\u5f97\u5931__VerbForm=Conv", "v,\u52d5\u8a5e,\u884c\u70ba,\u5f97\u5931__VerbForm=Part", "v,\u52d5\u8a5e,\u884c\u70ba,\u614b\u5ea6", "v,\u52d5\u8a5e,\u884c\u70ba,\u614b\u5ea6__VerbForm=Conv", "v,\u52d5\u8a5e,\u884c\u70ba,\u614b\u5ea6__VerbForm=Part", "v,\u52d5\u8a5e,\u884c\u70ba,\u751f\u7523", "v,\u52d5\u8a5e,\u884c\u70ba,\u751f\u7523__VerbForm=Conv", "v,\u52d5\u8a5e,\u884c\u70ba,\u751f\u7523__VerbForm=Part", "v,\u52d5\u8a5e,\u884c\u70ba,\u79fb\u52d5", "v,\u52d5\u8a5e,\u884c\u70ba,\u79fb\u52d5__VerbForm=Conv", "v,\u52d5\u8a5e,\u884c\u70ba,\u79fb\u52d5__VerbForm=Part", "v,\u52d5\u8a5e,\u884c\u70ba,\u8a2d\u7f6e", "v,\u52d5\u8a5e,\u884c\u70ba,\u8a2d\u7f6e__VerbForm=Conv", "v,\u52d5\u8a5e,\u884c\u70ba,\u8a2d\u7f6e__VerbForm=Part", "v,\u52d5\u8a5e,\u884c\u70ba,\u98f2\u98df", "v,\u52d5\u8a5e,\u884c\u70ba,\u98f2\u98df__VerbForm=Conv", "v,\u52d5\u8a5e,\u884c\u70ba,\u98f2\u98df__VerbForm=Part" ], "morphologizer":[ "POS=VERB", "Case=Loc|POS=NOUN", "POS=VERB|Polarity=Neg", "POS=VERB|VerbForm=Part", "POS=NOUN", "POS=ADV", "AdvType=Tim|POS=ADV|Tense=Fut", "POS=PRON|Person=3|PronType=Prs", "POS=PART", "POS=NUM", "POS=CCONJ", "Case=Tem|POS=NOUN", "Degree=Pos|POS=VERB|VerbForm=Part", "Degree=Pos|POS=VERB", "NameType=Giv|POS=PROPN", "POS=PRON|Person=2|PronType=Prs", "POS=SCONJ", "POS=ADV|Polarity=Neg", "POS=PRON|PronType=Dem", "POS=AUX|VerbType=Cop", "NameType=Sur|POS=PROPN", "Mood=Pot|POS=AUX", "POS=ADV|VerbForm=Conv", "POS=ADP", "NameType=Prs|POS=PROPN", "AdvType=Tim|POS=ADV", "POS=PRON|Person=1|PronType=Prs", "Degree=Pos|POS=ADV|VerbForm=Conv", "Case=Loc|NameType=Nat|POS=PROPN", "POS=INTJ", "AdvType=Tim|Aspect=Perf|POS=ADV", "POS=PRON|PronType=Int", "Case=Loc|NameType=Geo|POS=PROPN", "AdvType=Cau|POS=ADV", "POS=PRON|PronType=Prs|Reflex=Yes", "Mood=Des|POS=AUX", "Degree=Equ|POS=VERB", "AdvType=Tim|POS=ADV|Tense=Past", "POS=PRON|PronType=Prs", "POS=SYM", "AdvType=Deg|Degree=Cmp|POS=ADV", "POS=AUX|Voice=Pass", "NounType=Clf|POS=NOUN", "POS=ADV|Polarity=Neg|VerbForm=Conv", "NumType=Ord|POS=NUM", "POS=VERB|Polarity=Neg|VerbForm=Part", "Degree=Equ|POS=ADV|VerbForm=Conv", "AdvType=Tim|POS=ADV|Tense=Pres", "Mood=Nec|POS=AUX", "AdvType=Deg|Degree=Sup|POS=ADV", "Degree=Equ|POS=VERB|VerbForm=Part", "AdvType=Deg|Degree=Pos|POS=ADV", "Degree=Equ|POS=ADP", "POS=PUNCT", "POS=PROPN", "Degree=Pos|POS=NOUN" ] }, "pipeline":[ "transformer", "parser", "trainable_lemmatizer", "tagger", "morphologizer" ], "components":[ "transformer", "parser", "trainable_lemmatizer", "tagger", "morphologizer" ], "disabled":[ ], "performance":{ "dep_uas":0.8228271306, "dep_las":0.7703219397, "dep_las_per_type":{ "obl:lmod":{ "p":0.724738676, "r":0.7703703704, "f":0.7468581688 }, "root":{ "p":0.8493056353, "r":0.8580705009, "f":0.8536655707 }, "obj":{ "p":0.7878246753, "r":0.8263238549, "f":0.8066151417 }, "nsubj":{ "p":0.7660703755, "r":0.7684874778, "f":0.767277023 }, "advmod":{ "p":0.834625323, "r":0.8291715286, "f":0.8318894872 }, "case":{ "p":0.8498273878, "r":0.8547453704, "f":0.8522792845 }, "acl":{ "p":0.6804878049, "r":0.6213808463, "f":0.6495925495 }, "amod":{ "p":0.7589359933, "r":0.6713235294, "f":0.7124463519 }, "parataxis":{ "p":0.5093596059, "r":0.601862631, "f":0.5517609392 }, "conj":{ "p":0.5870056497, "r":0.550609433, "f":0.5682253213 }, "iobj":{ "p":0.5102040816, "r":0.6637168142, "f":0.5769230769 }, "nmod":{ "p":0.698358625, "r":0.7529215359, "f":0.7246143959 }, "cop":{ "p":0.6689655172, "r":0.8049792531, "f":0.7306967985 }, "discourse:sp":{ "p":0.8123028391, "r":0.8135860979, "f":0.8129439621 }, "ccomp":{ "p":0.5366197183, "r":0.5695067265, "f":0.5525743292 }, "aux":{ "p":0.8967889908, "r":0.8708240535, "f":0.8836158192 }, "csubj":{ "p":0.5193133047, "r":0.4115646259, "f":0.4592030361 }, "clf":{ "p":0.7727272727, "r":0.623853211, "f":0.6903553299 }, "nummod":{ "p":0.7285945073, "r":0.8336414048, "f":0.7775862069 }, "obl:tmod":{ "p":0.7013888889, "r":0.75, "f":0.7248803828 }, "det":{ "p":0.8565965583, "r":0.8598848369, "f":0.8582375479 }, "compound":{ "p":0.8364661654, "r":0.8492366412, "f":0.8428030303 }, "obl":{ "p":0.6679920477, "r":0.5925925926, "f":0.6280373832 }, "flat:vv":{ "p":0.5630252101, "r":0.5877192982, "f":0.5751072961 }, "cc":{ "p":0.8785942492, "r":0.8914100486, "f":0.8849557522 }, "advcl":{ "p":0.6465753425, "r":0.5400457666, "f":0.5885286783 }, "flat":{ "p":0.7286476868, "r":0.7625698324, "f":0.7452229299 }, "fixed":{ "p":0.7534246575, "r":0.6470588235, "f":0.6962025316 }, "xcomp":{ "p":0.8357142857, "r":0.8540145985, "f":0.844765343 }, "dislocated":{ "p":0.4444444444, "r":0.2105263158, "f":0.2857142857 }, "mark":{ "p":0.6396761134, "r":0.6124031008, "f":0.6257425743 }, "nsubj:outer":{ "p":0.4607843137, "r":0.3381294964, "f":0.3900414938 }, "compound:redup":{ "p":0.5806451613, "r":0.48, "f":0.5255474453 }, "discourse":{ "p":0.5657894737, "r":0.5119047619, "f":0.5375 }, "expl":{ "p":0.8181818182, "r":0.4821428571, "f":0.606741573 }, "vocative":{ "p":0.5, "r":0.375, "f":0.4285714286 }, "list":{ "p":0.0, "r":0.0, "f":0.0 }, "csubj:outer":{ "p":0.0, "r":0.0, "f":0.0 }, "flat:foreign":{ "p":0.0, "r":0.0, "f":0.0 }, "dep":{ "p":0.0, "r":0.0, "f":0.0 } }, "sents_p":0.9808045977, "sents_r":0.9894480519, "sents_f":0.9851073655, "lemma_acc":0.942007037, "tag_acc":0.742052984, "pos_acc":0.7949418685, "morph_acc":0.8236478744, "morph_per_feat":{ "Case":{ "p":0.9428028704, "r":0.8492395437, "f":0.8935787157 }, "NameType":{ "p":0.8543936935, "r":0.8106027277, "f":0.8319223389 }, "PronType":{ "p":0.918753478, "r":0.7903303016, "f":0.8497169326 }, "AdvType":{ "p":0.8959212377, "r":0.8810511757, "f":0.8884239888 }, "Degree":{ "p":0.9257469244, "r":0.7310895212, "f":0.8169833269 }, "VerbForm":{ "p":0.8499384994, "r":0.5501592357, "f":0.6679555341 }, "Polarity":{ "p":0.8815261044, "r":0.6289398281, "f":0.7341137124 }, "Person":{ "p":0.9484629295, "r":0.7816691505, "f":0.8570261438 }, "VerbType":{ "p":0.7818181818, "r":0.7136929461, "f":0.7462039046 }, "Mood":{ "p":0.7377777778, "r":0.7264770241, "f":0.7320837927 }, "NounType":{ "p":0.8939393939, "r":0.5841584158, "f":0.7065868263 }, "Tense":{ "p":0.8529411765, "r":0.8529411765, "f":0.8529411765 }, "Aspect":{ "p":0.9705882353, "r":0.8918918919, "f":0.9295774648 }, "Reflex":{ "p":0.9482758621, "r":0.8943089431, "f":0.9205020921 }, "Voice":{ "p":1.0, "r":0.5, "f":0.6666666667 }, "NumType":{ "p":0.9411764706, "r":0.8, "f":0.8648648649 } }, "transformer_loss":37335.0666093492, "parser_loss":11705.6744064605, "trainable_lemmatizer_loss":983.2532583296, "tagger_loss":28060.3787321919, "morphologizer_loss":24266.5000275219 }, "requirements":[ "spacy-transformers>=1.3.4,<1.4.0" ] }