danielvasic
Update spaCy pipeline
11504f2
{
"lang":"en",
"name":"acnl_roberta_pipeline",
"version":"0.0.1",
"description":"",
"author":"",
"email":"",
"url":"",
"license":"",
"spacy_version":">=3.1.3,<3.2.0",
"spacy_git_version":"8bda39f08",
"vectors":{
"width":0,
"vectors":0,
"keys":0,
"name":null
},
"labels":{
"transformer":[
],
"tagger":[
"$",
"''",
",",
"-LRB-",
"-RRB-",
".",
":",
"ADD",
"AFX",
"CC",
"CD",
"DT",
"EX",
"FW",
"HYPH",
"IN",
"JJ",
"JJR",
"JJS",
"LS",
"MD",
"NFP",
"NN",
"NNP",
"NNPS",
"NNS",
"PDT",
"POS",
"PRP",
"PRP$",
"RB",
"RBR",
"RBS",
"RP",
"SYM",
"TO",
"UH",
"VB",
"VBD",
"VBG",
"VBN",
"VBP",
"VBZ",
"VERB",
"WDT",
"WP",
"WP$",
"WRB",
"XX",
"``"
],
"parser":[
"ROOT",
"acl",
"acomp",
"advcl",
"advmod",
"amod",
"appos",
"aux",
"auxpass",
"case",
"cc",
"ccomp",
"compound",
"conj",
"dative",
"dep",
"det",
"dobj",
"intj",
"mark",
"meta",
"neg",
"nmod",
"npadvmod",
"nummod",
"parataxis",
"pcomp",
"pobj",
"poss",
"preconj",
"predet",
"prep",
"prt",
"punct",
"quantmod",
"relcl",
"xcomp"
]
},
"pipeline":[
"transformer",
"tagger",
"parser"
],
"components":[
"transformer",
"tagger",
"parser"
],
"disabled":[
],
"performance":{
"tag_acc":0.9805220696,
"dep_uas":0.9597776646,
"dep_las":0.9482939409,
"dep_las_per_type":{
"det":{
"p":0.9905899681,
"r":0.9871570106,
"f":0.9888705099
},
"dep":{
"p":0.9709635874,
"r":0.9612843399,
"f":0.9660997204
},
"prep":{
"p":0.9293003721,
"r":0.929745669,
"f":0.9295229672
},
"amod":{
"p":0.9338184119,
"r":0.9437304175,
"f":0.9387482509
},
"pobj":{
"p":0.9817226232,
"r":0.9846577498,
"f":0.9831879959
},
"conj":{
"p":0.9137319483,
"r":0.9109623642,
"f":0.9123450544
},
"cc":{
"p":0.9318728936,
"r":0.9250806548,
"f":0.9284643521
},
"aux":{
"p":0.9910378204,
"r":0.9852980487,
"f":0.9881595997
},
"root":{
"p":0.9491841814,
"r":0.9728599773,
"f":0.9608762598
},
"preconj":{
"p":0.6363636364,
"r":0.7325581395,
"f":0.6810810811
},
"advmod":{
"p":0.8966121495,
"r":0.901123784,
"f":0.8988623055
},
"ccomp":{
"p":0.8881294964,
"r":0.8663157895,
"f":0.8770870337
},
"dobj":{
"p":0.9717399569,
"r":0.9648317081,
"f":0.9682735107
},
"compound":{
"p":0.9537740063,
"r":0.9505898064,
"f":0.9521792442
},
"poss":{
"p":0.9873162875,
"r":0.9871175523,
"f":0.9872169099
},
"pcomp":{
"p":0.9410071942,
"r":0.9114982578,
"f":0.9260176991
},
"nmod":{
"p":0.8540949759,
"r":0.7585574572,
"f":0.8034962771
},
"acl":{
"p":0.8416166029,
"r":0.8652442448,
"f":0.8532668882
},
"nummod":{
"p":0.9552845528,
"r":0.9497347815,
"f":0.9525015833
},
"intj":{
"p":0.7320169252,
"r":0.7451543431,
"f":0.7385272145
},
"quantmod":{
"p":0.846459825,
"r":0.8643379366,
"f":0.8553054662
},
"predet":{
"p":0.8625,
"r":0.8884120172,
"f":0.8752642706
},
"neg":{
"p":0.9677906392,
"r":0.9639097744,
"f":0.9658463084
},
"xcomp":{
"p":0.9188448567,
"r":0.9370163371,
"f":0.9278416347
},
"relcl":{
"p":0.9109452736,
"r":0.9109452736,
"f":0.9109452736
},
"auxpass":{
"p":0.9636693915,
"r":0.9693924166,
"f":0.9665224322
},
"parataxis":{
"p":0.7010752688,
"r":0.7056277056,
"f":0.7033441208
},
"prt":{
"p":0.9160447761,
"r":0.8799283154,
"f":0.8976234004
},
"mark":{
"p":0.9536178108,
"r":0.9533651298,
"f":0.9534914536
},
"appos":{
"p":0.8348794063,
"r":0.8667180277,
"f":0.8505008505
},
"npadvmod":{
"p":0.9104829211,
"r":0.8915801615,
"f":0.9009324009
},
"advcl":{
"p":0.8800371402,
"r":0.872583318,
"f":0.8762943787
},
"acomp":{
"p":0.9257403189,
"r":0.9291266575,
"f":0.9274303971
},
"case":{
"p":0.9865604778,
"r":0.991991992,
"f":0.9892687796
},
"dative":{
"p":0.8876712329,
"r":0.8594164456,
"f":0.8733153639
},
"meta":{
"p":0.8372093023,
"r":0.6923076923,
"f":0.7578947368
}
},
"sents_p":0.9380376859,
"sents_r":0.954223356,
"sents_f":0.946061298,
"transformer_loss":37848.6158708506,
"tagger_loss":6987.0480247624,
"parser_loss":55401.6699904209
},
"requirements":[
"spacy-transformers>=1.0.6,<1.1.0"
]
}