{ | |
"lang":"fa", | |
"name":"pipeline", | |
"version":"0.0.0", | |
"spacy_version":">=3.6.0,<3.7.0", | |
"description":"", | |
"author":"", | |
"email":"", | |
"url":"", | |
"license":"", | |
"spacy_git_version":"6fc153a26", | |
"vectors":{ | |
"width":0, | |
"vectors":0, | |
"keys":0, | |
"name":null, | |
"mode":"default" | |
}, | |
"labels":{ | |
"transformer":[ | |
], | |
"parser":[ | |
"ROOT", | |
"acl", | |
"advcl", | |
"advmod", | |
"amod", | |
"appos", | |
"aux", | |
"case", | |
"cc", | |
"ccomp", | |
"compound", | |
"compound:lvc", | |
"conj", | |
"cop", | |
"csubj", | |
"dep", | |
"det", | |
"fixed", | |
"flat:name", | |
"flat:num", | |
"mark", | |
"nmod", | |
"nsubj", | |
"nsubj:pass", | |
"nummod", | |
"obj", | |
"obl", | |
"obl:arg", | |
"parataxis", | |
"punct", | |
"vocative", | |
"xcomp" | |
] | |
}, | |
"pipeline":[ | |
"transformer", | |
"parser" | |
], | |
"components":[ | |
"transformer", | |
"parser" | |
], | |
"disabled":[ | |
], | |
"performance":{ | |
"dep_uas":0.9246442358, | |
"dep_las":0.8933759708, | |
"dep_las_per_type":{ | |
"det":{ | |
"p":0.9529652352, | |
"r":0.9668049793, | |
"f":0.9598352214 | |
}, | |
"obj":{ | |
"p":0.9188596491, | |
"r":0.8867724868, | |
"f":0.9025309639 | |
}, | |
"case":{ | |
"p":0.9780517138, | |
"r":0.9533997655, | |
"f":0.9655684179 | |
}, | |
"compound:lvc":{ | |
"p":0.9684782609, | |
"r":0.9679521999, | |
"f":0.9682151589 | |
}, | |
"aux":{ | |
"p":0.9954954955, | |
"r":0.9895522388, | |
"f":0.9925149701 | |
}, | |
"root":{ | |
"p":0.9653979239, | |
"r":0.9587628866, | |
"f":0.9620689655 | |
}, | |
"cc":{ | |
"p":0.9544072948, | |
"r":0.942, | |
"f":0.9481630599 | |
}, | |
"obl":{ | |
"p":0.8494699647, | |
"r":0.8034759358, | |
"f":0.8258330471 | |
}, | |
"mark":{ | |
"p":0.9343971631, | |
"r":0.9261862917, | |
"f":0.9302736099 | |
}, | |
"acl":{ | |
"p":0.832, | |
"r":0.8188976378, | |
"f":0.8253968254 | |
}, | |
"obl:arg":{ | |
"p":0.8091528724, | |
"r":0.8083657588, | |
"f":0.8087591241 | |
}, | |
"nmod":{ | |
"p":0.8856340289, | |
"r":0.8022537259, | |
"f":0.8418844173 | |
}, | |
"conj":{ | |
"p":0.8895078923, | |
"r":0.8748858447, | |
"f":0.8821362799 | |
}, | |
"nsubj":{ | |
"p":0.9346846847, | |
"r":0.8982683983, | |
"f":0.9161147903 | |
}, | |
"amod":{ | |
"p":0.9226907631, | |
"r":0.8744053283, | |
"f":0.8978993649 | |
}, | |
"xcomp":{ | |
"p":0.8640776699, | |
"r":0.7994011976, | |
"f":0.8304821151 | |
}, | |
"nsubj:pass":{ | |
"p":0.8823529412, | |
"r":0.75, | |
"f":0.8108108108 | |
}, | |
"flat:name":{ | |
"p":0.7610837438, | |
"r":0.8704225352, | |
"f":0.8120893561 | |
}, | |
"ccomp":{ | |
"p":0.745398773, | |
"r":0.7993421053, | |
"f":0.7714285714 | |
}, | |
"advmod":{ | |
"p":0.8719806763, | |
"r":0.8454332553, | |
"f":0.8585017836 | |
}, | |
"dep":{ | |
"p":0.7403846154, | |
"r":0.793814433, | |
"f":0.7661691542 | |
}, | |
"nummod":{ | |
"p":0.9552238806, | |
"r":0.9481481481, | |
"f":0.9516728625 | |
}, | |
"cop":{ | |
"p":0.8530805687, | |
"r":0.8737864078, | |
"f":0.8633093525 | |
}, | |
"csubj":{ | |
"p":0.5757575758, | |
"r":0.6333333333, | |
"f":0.6031746032 | |
}, | |
"advcl":{ | |
"p":0.7784810127, | |
"r":0.691011236, | |
"f":0.7321428571 | |
}, | |
"appos":{ | |
"p":0.5882352941, | |
"r":0.6382978723, | |
"f":0.612244898 | |
}, | |
"goeswith":{ | |
"p":0.0, | |
"r":0.0, | |
"f":0.0 | |
}, | |
"fixed":{ | |
"p":0.8571428571, | |
"r":1.0, | |
"f":0.9230769231 | |
}, | |
"flat:num":{ | |
"p":1.0, | |
"r":1.0, | |
"f":1.0 | |
}, | |
"parataxis":{ | |
"p":0.6666666667, | |
"r":0.6666666667, | |
"f":0.6666666667 | |
}, | |
"vocative":{ | |
"p":0.8, | |
"r":0.8, | |
"f":0.8 | |
}, | |
"compound":{ | |
"p":1.0, | |
"r":1.0, | |
"f":1.0 | |
} | |
}, | |
"sents_p":0.9972546328, | |
"sents_r":0.9986254296, | |
"sents_f":0.9979395604, | |
"transformer_loss":18715.8295083642, | |
"parser_loss":27737.3522237188 | |
} | |
} |