ner-spacy_ner_model / meta.json
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{
"lang": "fr",
"name": "core_news_sm",
"version": "3.8.0",
"description": "French pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.",
"author": "Explosion",
"email": "contact@explosion.ai",
"url": "https://explosion.ai",
"license": "LGPL-LR",
"spacy_version": ">=3.8.0,<3.9.0",
"spacy_git_version": "5010fcbd3",
"vectors": {
"width": 0,
"vectors": 0,
"keys": 0,
"name": null,
"mode": "default"
},
"labels": {
"tok2vec": [],
"morphologizer": [
"POS=PROPN",
"Gender=Fem|Number=Sing|POS=DET|PronType=Dem",
"Gender=Fem|Number=Sing|POS=NOUN",
"Number=Plur|POS=PRON|Person=1",
"Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
"POS=SCONJ",
"POS=ADP",
"Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
"NumType=Ord|POS=ADJ",
"Gender=Masc|Number=Sing|POS=NOUN",
"POS=PUNCT",
"Gender=Masc|Number=Sing|POS=PROPN",
"Number=Plur|POS=ADJ",
"Gender=Masc|Number=Plur|POS=NOUN",
"Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
"Number=Sing|POS=ADJ",
"Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
"POS=ADV",
"Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin",
"Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass",
"Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
"Gender=Fem|Number=Sing|POS=PROPN",
"Definite=Def|Number=Sing|POS=DET|PronType=Art",
"NumType=Card|POS=NUM",
"Definite=Def|Number=Plur|POS=DET|PronType=Art",
"Gender=Masc|Number=Plur|POS=ADJ",
"POS=CCONJ",
"Gender=Fem|Number=Plur|POS=NOUN",
"Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
"Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part",
"Gender=Fem|Number=Plur|POS=ADJ",
"POS=ADJ",
"Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
"POS=PRON|PronType=Rel",
"Number=Sing|POS=DET|Poss=Yes",
"Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art",
"Definite=Def|Number=Plur|POS=ADP|PronType=Art",
"Definite=Ind|Number=Plur|POS=DET|PronType=Art",
"Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin",
"Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass",
"Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
"POS=VERB|VerbForm=Inf",
"Gender=Fem|Number=Sing|POS=ADJ",
"Gender=Masc|Number=Sing|POS=PRON|Person=3",
"Number=Plur|POS=DET",
"Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
"Gender=Masc|Number=Sing|POS=ADJ",
"Gender=Masc|Number=Sing|POS=DET|PronType=Dem",
"POS=ADV|PronType=Int",
"POS=VERB|Tense=Pres|VerbForm=Part",
"Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part",
"Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
"Gender=Masc|POS=ADJ",
"Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin",
"Number=Plur|POS=DET|Poss=Yes",
"POS=AUX|VerbForm=Inf",
"Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass",
"Gender=Masc|POS=VERB|Tense=Past|VerbForm=Part",
"POS=ADV|Polarity=Neg",
"Definite=Ind|Number=Sing|POS=DET|PronType=Art",
"Gender=Fem|Number=Sing|POS=PRON|Person=3",
"POS=PRON|Person=3|Reflex=Yes",
"Gender=Masc|POS=NOUN",
"POS=AUX|Tense=Past|VerbForm=Part",
"POS=PRON|Person=3",
"Number=Plur|POS=NOUN",
"NumType=Ord|Number=Sing|POS=ADJ",
"POS=VERB|Tense=Past|VerbForm=Part",
"POS=AUX|Tense=Pres|VerbForm=Part",
"Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part",
"Number=Sing|POS=PRON|Person=3",
"Number=Sing|POS=NOUN",
"Gender=Masc|Number=Plur|POS=PRON|Person=3",
"Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
"Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ",
"Number=Plur|POS=PROPN",
"Number=Sing|POS=PROPN",
"Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
"Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
"Gender=Masc|Number=Plur|POS=PRON|PronType=Dem",
"Gender=Masc|Number=Sing|POS=DET",
"Gender=Fem|Number=Sing|POS=DET|Poss=Yes",
"Gender=Masc|POS=PRON",
"POS=NOUN",
"Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin",
"Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin",
"Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
"Number=Plur|POS=PRON",
"Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ",
"Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin",
"Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass",
"Number=Sing|POS=PRON",
"Number=Sing|POS=PRON|PronType=Dem",
"Mood=Ind|POS=VERB|VerbForm=Fin",
"Number=Plur|POS=DET|PronType=Dem",
"Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
"Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
"Gender=Masc|Number=Sing|POS=PRON",
"Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Dem",
"Number=Sing|POS=PRON|Person=2|PronType=Prs",
"Gender=Masc|Number=Sing|POS=PRON|PronType=Rel",
"Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
"Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
"Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ",
"POS=PRON",
"POS=NUM",
"Gender=Fem|POS=NOUN",
"POS=SPACE",
"Gender=Fem|Number=Plur|POS=PRON",
"Number=Plur|POS=PRON|Person=3",
"Number=Sing|POS=VERB|Tense=Past|VerbForm=Part",
"Number=Sing|POS=PRON|Person=1",
"Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
"Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
"Gender=Fem|Number=Sing|POS=PRON",
"Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
"Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
"POS=INTJ",
"Number=Plur|POS=PRON|Person=2",
"NumType=Card|POS=PRON",
"Definite=Ind|Gender=Fem|Number=Plur|POS=DET|PronType=Art",
"Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part",
"NumType=Card|POS=NOUN",
"POS=PRON|PronType=Int",
"Gender=Fem|Number=Plur|POS=PRON|Person=3",
"Gender=Fem|Number=Sing|POS=DET",
"Mood=Cnd|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
"Gender=Fem|Number=Plur|POS=DET",
"Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
"Definite=Ind|Gender=Masc|Number=Plur|POS=DET|PronType=Art",
"Mood=Cnd|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
"Gender=Masc|Number=Sing|POS=PRON|PronType=Dem",
"Gender=Masc|Number=Plur|POS=PROPN",
"Mood=Cnd|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
"Gender=Fem|Number=Sing|POS=PRON|PronType=Dem",
"Number=Sing|POS=DET",
"Gender=Masc|NumType=Card|Number=Plur|POS=NOUN",
"Gender=Fem|Number=Plur|POS=PRON|PronType=Dem",
"Mood=Ind|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
"Gender=Fem|POS=PRON",
"Gender=Masc|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass",
"Gender=Fem|Number=Sing|POS=PRON|PronType=Rel",
"Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
"Mood=Cnd|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
"Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
"Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part",
"POS=X",
"POS=SYM",
"Mood=Imp|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
"Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
"Gender=Masc|Number=Sing|POS=DET|PronType=Int",
"Gender=Fem|Number=Plur|POS=DET|PronType=Int",
"POS=DET",
"Gender=Masc|Number=Plur|POS=PRON",
"Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
"Mood=Ind|POS=VERB|Person=3|VerbForm=Fin",
"Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass",
"Mood=Cnd|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
"Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
"Gender=Fem|Number=Sing|POS=DET|PronType=Int",
"Gender=Masc|Number=Plur|POS=DET",
"Gender=Fem|Number=Plur|POS=PRON|PronType=Rel",
"Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass",
"Gender=Masc|Number=Plur|POS=PRON|PronType=Rel",
"POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass",
"Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ",
"Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin",
"Mood=Imp|POS=VERB|Tense=Pres|VerbForm=Fin",
"Number=Plur|POS=PRON|Person=2|Reflex=Yes",
"Mood=Cnd|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
"Number=Plur|POS=PRON|Person=1|Reflex=Yes",
"Gender=Masc|NumType=Card|Number=Sing|POS=NOUN",
"Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
"Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin",
"Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin",
"Number=Sing|POS=PRON|Person=1|Reflex=Yes",
"Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
"Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
"Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
"Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
"Gender=Masc|POS=PROPN",
"Mood=Cnd|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
"Number=Plur|POS=PRON|Person=1|PronType=Prs",
"Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
"Number=Plur|POS=PRON|Person=2|PronType=Prs",
"Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin",
"Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs",
"Number=Sing|POS=PRON|Person=1|PronType=Prs",
"Mood=Cnd|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
"Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
"Mood=Imp|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
"Mood=Sub|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
"Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin",
"Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Imp|VerbForm=Fin",
"Number=Plur|POS=VERB|Tense=Past|VerbForm=Part",
"Gender=Fem|Number=Plur|POS=PROPN",
"Gender=Masc|NumType=Card|POS=NUM"
],
"parser": [
"ROOT",
"acl",
"acl:relcl",
"advcl",
"advmod",
"amod",
"appos",
"aux:pass",
"aux:tense",
"case",
"cc",
"ccomp",
"conj",
"cop",
"dep",
"det",
"expl:comp",
"expl:pass",
"expl:subj",
"fixed",
"flat:foreign",
"flat:name",
"iobj",
"mark",
"nmod",
"nsubj",
"nsubj:pass",
"nummod",
"obj",
"obl:agent",
"obl:arg",
"obl:mod",
"parataxis",
"punct",
"vocative",
"xcomp"
],
"attribute_ruler": [],
"lemmatizer": [],
"ner": [
"ARR",
"DEP",
"LOC",
"MISC",
"ORG",
"PER",
"TEMP",
"TRANSPORT"
]
},
"pipeline": [
"tok2vec",
"morphologizer",
"parser",
"attribute_ruler",
"lemmatizer",
"ner"
],
"components": [
"tok2vec",
"morphologizer",
"parser",
"senter",
"attribute_ruler",
"lemmatizer",
"ner"
],
"disabled": [
"senter"
],
"performance": {
"sents_p": 0.8848920863,
"sents_r": 0.895631068,
"sents_f": 0.8902291918,
"tag_acc": 0.9336837224,
"ents_p": 0.8165865046,
"ents_r": 0.8121572395,
"ents_f": 0.8143658495,
"ents_per_type": {
"LOC": {
"p": 0.0,
"r": 0.0,
"f": 0.0
},
"PER": {
"p": 0.0,
"r": 0.0,
"f": 0.0
},
"ORG": {
"p": 0.0,
"r": 0.0,
"f": 0.0
},
"MISC": {
"p": 0.0,
"r": 0.0,
"f": 0.0
}
},
"speed": 4299.4529582547,
"token_acc": 0.997952498,
"token_p": 0.9844389844,
"token_r": 0.9896058454,
"token_f": 0.9870156531,
"pos_acc": 0.9623331787,
"morph_acc": 0.9519196083,
"morph_micro_p": 0.978972683,
"morph_micro_r": 0.9672231022,
"morph_micro_f": 0.9730624253,
"morph_per_feat": {
"Definite": {
"p": 0.9810357403,
"r": 0.9817518248,
"f": 0.981393652
},
"Number": {
"p": 0.990685544,
"r": 0.9790132548,
"f": 0.9848148148
},
"PronType": {
"p": 0.9935773924,
"r": 0.9897632758,
"f": 0.9916666667
},
"Gender": {
"p": 0.9718054837,
"r": 0.9601328904,
"f": 0.9659339247
},
"Mood": {
"p": 0.9597806216,
"r": 0.9325044405,
"f": 0.9459459459
},
"Person": {
"p": 0.9818181818,
"r": 0.9509433962,
"f": 0.9661341853
},
"Tense": {
"p": 0.9490114464,
"r": 0.9315628192,
"f": 0.9402061856
},
"VerbForm": {
"p": 0.9663016007,
"r": 0.9495033113,
"f": 0.95782881
},
"NumType": {
"p": 0.9825174825,
"r": 0.9590443686,
"f": 0.9706390328
},
"Reflex": {
"p": 1.0,
"r": 1.0,
"f": 1.0
},
"Voice": {
"p": 0.8803418803,
"r": 0.9196428571,
"f": 0.8995633188
},
"Poss": {
"p": 1.0,
"r": 1.0,
"f": 1.0
},
"Polarity": {
"p": 0.976744186,
"r": 0.9882352941,
"f": 0.9824561404
}
},
"dep_uas": 0.8804121324,
"dep_las": 0.8361784619,
"dep_las_per_type": {
"det": {
"p": 0.9754901961,
"r": 0.9636803874,
"f": 0.9695493301
},
"nsubj": {
"p": 0.8381642512,
"r": 0.8361445783,
"f": 0.8371531966
},
"aux:tense": {
"p": 0.9349593496,
"r": 0.92,
"f": 0.9274193548
},
"root": {
"p": 0.84375,
"r": 0.8519417476,
"f": 0.847826087
},
"obj": {
"p": 0.8102409639,
"r": 0.7982195846,
"f": 0.8041853513
},
"cc": {
"p": 0.8944954128,
"r": 0.8986175115,
"f": 0.8965517241
},
"case": {
"p": 0.9571619813,
"r": 0.9741144414,
"f": 0.9655638082
},
"obl:mod": {
"p": 0.6375404531,
"r": 0.5880597015,
"f": 0.6118012422
},
"nmod": {
"p": 0.7817497648,
"r": 0.8301698302,
"f": 0.8052325581
},
"conj": {
"p": 0.564516129,
"r": 0.5511811024,
"f": 0.5577689243
},
"nummod": {
"p": 0.8875,
"r": 0.8402366864,
"f": 0.8632218845
},
"amod": {
"p": 0.8821362799,
"r": 0.8724954463,
"f": 0.8772893773
},
"acl": {
"p": 0.6440677966,
"r": 0.6589595376,
"f": 0.6514285714
},
"mark": {
"p": 0.8733031674,
"r": 0.8502202643,
"f": 0.8616071429
},
"xcomp": {
"p": 0.8111888112,
"r": 0.7682119205,
"f": 0.7891156463
},
"flat:name": {
"p": 0.8703703704,
"r": 0.8952380952,
"f": 0.882629108
},
"cop": {
"p": 0.8279569892,
"r": 0.8555555556,
"f": 0.8415300546
},
"advmod": {
"p": 0.8279220779,
"r": 0.7993730408,
"f": 0.8133971292
},
"obl:arg": {
"p": 0.6682464455,
"r": 0.6409090909,
"f": 0.6542923434
},
"appos": {
"p": 0.4875,
"r": 0.4698795181,
"f": 0.4785276074
},
"nsubj:pass": {
"p": 0.8554216867,
"r": 0.8352941176,
"f": 0.8452380952
},
"aux:pass": {
"p": 0.9380530973,
"r": 0.9464285714,
"f": 0.9422222222
},
"acl:relcl": {
"p": 0.5730337079,
"r": 0.5930232558,
"f": 0.5828571429
},
"advcl": {
"p": 0.4494382022,
"r": 0.5128205128,
"f": 0.4790419162
},
"fixed": {
"p": 0.8823529412,
"r": 0.75,
"f": 0.8108108108
},
"dep": {
"p": 0.2549019608,
"r": 0.4482758621,
"f": 0.325
},
"expl:subj": {
"p": 0.7058823529,
"r": 0.75,
"f": 0.7272727273
},
"expl:comp": {
"p": 0.6666666667,
"r": 0.8666666667,
"f": 0.7536231884
},
"expl:pass": {
"p": 0.3333333333,
"r": 0.1428571429,
"f": 0.2
},
"ccomp": {
"p": 0.7111111111,
"r": 0.6274509804,
"f": 0.6666666667
},
"obl:agent": {
"p": 0.8571428571,
"r": 0.8571428571,
"f": 0.8571428571
},
"parataxis": {
"p": 0.5263157895,
"r": 0.3571428571,
"f": 0.4255319149
},
"iobj": {
"p": 0.6666666667,
"r": 0.64,
"f": 0.6530612245
},
"nsubj:caus": {
"p": 0.0,
"r": 0.0,
"f": 0.0
},
"aux:caus": {
"p": 0.0,
"r": 0.0,
"f": 0.0
},
"obj:agent": {
"p": 0.0,
"r": 0.0,
"f": 0.0
},
"goeswith": {
"p": 0.0,
"r": 0.0,
"f": 0.0
},
"vocative": {
"p": 1.0,
"r": 0.625,
"f": 0.7692307692
},
"dislocated": {
"p": 0.0,
"r": 0.0,
"f": 0.0
},
"flat:foreign": {
"p": 0.0,
"r": 0.0,
"f": 0.0
},
"orphan": {
"p": 0.0,
"r": 0.0,
"f": 0.0
},
"advcl:cleft": {
"p": 0.0,
"r": 0.0,
"f": 0.0
},
"csubj": {
"p": 0.0,
"r": 0.0,
"f": 0.0
}
},
"lemma_acc": 0.9076243321
},
"sources": [
{
"name": "UD French Sequoia v2.8",
"url": "https://github.com/UniversalDependencies/UD_French-Sequoia",
"license": "LGPL-LR",
"author": "Candito, Marie; Seddah, Djam\u00e9; Perrier, Guy; Guillaume, Bruno"
},
{
"name": "WikiNER",
"url": "https://figshare.com/articles/Learning_multilingual_named_entity_recognition_from_Wikipedia/5462500",
"license": "CC BY 4.0",
"author": "Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran"
},
{
"name": "spaCy lookups data",
"author": "Explosion",
"url": "https://github.com/explosion/spacy-lookups-data",
"license": "MIT"
}
],
"requirements": []
}