| { | |
| "lang":"en", | |
| "name":"docusco_spacy_fc_trf", | |
| "version":"1.1", | |
| "description":"English pipeline for part-of-speech and rhetorical tagging.", | |
| "author":"David Brown", | |
| "email":"[email protected]", | |
| "url":"https://browndw.github.io/docuscope-docs/", | |
| "license":"MIT", | |
| "spacy_version":">=3.4.3,<3.5.0", | |
| "spacy_git_version":"Unknown", | |
| "vectors":{ | |
| "width":0, | |
| "vectors":0, | |
| "keys":0, | |
| "name":null | |
| }, | |
| "labels":{ | |
| "transformer":[ | |
| ], | |
| "tagger":[ | |
| "APPGE", | |
| "AT", | |
| "AT1", | |
| "BCL21", | |
| "BCL22", | |
| "CC", | |
| "CCB", | |
| "CS", | |
| "CS21", | |
| "CS22", | |
| "CS31", | |
| "CS32", | |
| "CS33", | |
| "CS41", | |
| "CS42", | |
| "CS43", | |
| "CS44", | |
| "CSA", | |
| "CSN", | |
| "CST", | |
| "CSW", | |
| "CSW31", | |
| "CSW32", | |
| "CSW33", | |
| "DA", | |
| "DA1", | |
| "DA2", | |
| "DAR", | |
| "DAT", | |
| "DB", | |
| "DB2", | |
| "DD", | |
| "DD1", | |
| "DD2", | |
| "DDQ", | |
| "DDQGE", | |
| "DDQV", | |
| "DDQV31", | |
| "DDQV32", | |
| "DDQV33", | |
| "EX", | |
| "FO", | |
| "FU", | |
| "FW", | |
| "GE", | |
| "IF", | |
| "II", | |
| "II21", | |
| "II22", | |
| "II31", | |
| "II32", | |
| "II33", | |
| "II41", | |
| "II42", | |
| "II43", | |
| "II44", | |
| "IO", | |
| "IW", | |
| "JJ", | |
| "JJ21", | |
| "JJ22", | |
| "JJ31", | |
| "JJ32", | |
| "JJ33", | |
| "JJR", | |
| "JJT", | |
| "JK", | |
| "MC", | |
| "MC1", | |
| "MC2", | |
| "MC221", | |
| "MC222", | |
| "MCMC", | |
| "MD", | |
| "MF", | |
| "ND1", | |
| "NN", | |
| "NN1", | |
| "NN121", | |
| "NN122", | |
| "NN131", | |
| "NN132", | |
| "NN133", | |
| "NN141", | |
| "NN142", | |
| "NN143", | |
| "NN144", | |
| "NN2", | |
| "NN21", | |
| "NN22", | |
| "NN221", | |
| "NN222", | |
| "NN231", | |
| "NN232", | |
| "NN233", | |
| "NN31", | |
| "NN33", | |
| "NNA", | |
| "NNB", | |
| "NNL1", | |
| "NNL2", | |
| "NNO", | |
| "NNO2", | |
| "NNT1", | |
| "NNT2", | |
| "NNU", | |
| "NNU1", | |
| "NNU2", | |
| "NNU21", | |
| "NNU22", | |
| "NP", | |
| "NP1", | |
| "NP2", | |
| "NPD1", | |
| "NPD2", | |
| "NPM1", | |
| "NPM2", | |
| "PN", | |
| "PN1", | |
| "PN121", | |
| "PN122", | |
| "PN21", | |
| "PN22", | |
| "PNQO", | |
| "PNQS", | |
| "PNQS31", | |
| "PNQS32", | |
| "PNQS33", | |
| "PNQV", | |
| "PNX1", | |
| "PPGE", | |
| "PPH1", | |
| "PPHO1", | |
| "PPHO2", | |
| "PPHS1", | |
| "PPHS2", | |
| "PPIO1", | |
| "PPIO2", | |
| "PPIS1", | |
| "PPIS2", | |
| "PPX1", | |
| "PPX121", | |
| "PPX122", | |
| "PPX2", | |
| "PPX221", | |
| "PPX222", | |
| "PPY", | |
| "RA", | |
| "RA21", | |
| "RA22", | |
| "REX", | |
| "REX21", | |
| "REX22", | |
| "REX41", | |
| "REX42", | |
| "REX43", | |
| "REX44", | |
| "RG", | |
| "RG21", | |
| "RG22", | |
| "RGQ", | |
| "RGQV", | |
| "RGQV31", | |
| "RGQV32", | |
| "RGQV33", | |
| "RGR", | |
| "RGT", | |
| "RL", | |
| "RL21", | |
| "RL22", | |
| "RP", | |
| "RPK", | |
| "RR", | |
| "RR21", | |
| "RR22", | |
| "RR31", | |
| "RR32", | |
| "RR33", | |
| "RR41", | |
| "RR42", | |
| "RR43", | |
| "RR44", | |
| "RR51", | |
| "RR52", | |
| "RR53", | |
| "RR54", | |
| "RR55", | |
| "RRQ", | |
| "RRQV", | |
| "RRQV31", | |
| "RRQV32", | |
| "RRQV33", | |
| "RRR", | |
| "RRT", | |
| "RT", | |
| "RT21", | |
| "RT22", | |
| "RT31", | |
| "RT32", | |
| "RT33", | |
| "RT41", | |
| "RT42", | |
| "RT43", | |
| "RT44", | |
| "TO", | |
| "UH", | |
| "UH21", | |
| "UH22", | |
| "UH31", | |
| "UH32", | |
| "UH33", | |
| "VB0", | |
| "VBDR", | |
| "VBDZ", | |
| "VBG", | |
| "VBI", | |
| "VBM", | |
| "VBN", | |
| "VBR", | |
| "VBZ", | |
| "VD0", | |
| "VDD", | |
| "VDG", | |
| "VDI", | |
| "VDN", | |
| "VDZ", | |
| "VH0", | |
| "VHD", | |
| "VHG", | |
| "VHI", | |
| "VHN", | |
| "VHZ", | |
| "VM", | |
| "VM21", | |
| "VM22", | |
| "VMK", | |
| "VV0", | |
| "VVD", | |
| "VVG", | |
| "VVGK", | |
| "VVI", | |
| "VVN", | |
| "VVNK", | |
| "VVZ", | |
| "XX", | |
| "Y", | |
| "ZZ1", | |
| "ZZ2", | |
| "ZZ221", | |
| "ZZ222" | |
| ], | |
| "ner":[ | |
| "ActorsAbstractions", | |
| "ActorsFirstPerson", | |
| "ActorsPeople", | |
| "ActorsPublicEntities", | |
| "CitationAuthority", | |
| "CitationControversy", | |
| "CitationNeutral", | |
| "ConfidenceHedged", | |
| "ConfidenceHigh", | |
| "OrganizationNarrative", | |
| "OrganizationReasoning", | |
| "PlanningFuture", | |
| "PlanningStrategy", | |
| "SentimentNegative", | |
| "SentimentPositive", | |
| "SignpostingAcademicWritingMoves", | |
| "SignpostingMetadiscourse", | |
| "StanceEmphatic", | |
| "StanceModerated" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "transformer", | |
| "tagger", | |
| "ner" | |
| ], | |
| "components":[ | |
| "transformer", | |
| "tagger", | |
| "ner" | |
| ], | |
| "disabled":[ | |
| ], | |
| "performance":{ | |
| "tag_acc":0.9838746739, | |
| "ents_f":0.886203716, | |
| "ents_p":0.889028963, | |
| "ents_r":0.8833963688, | |
| "ents_per_type":{ | |
| "ActorsFirstPerson":{ | |
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| "r":0.9176833544, | |
| "f":0.9112302444 | |
| }, | |
| "ActorsAbstractions":{ | |
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| "r":0.8868047132, | |
| "f":0.8876506808 | |
| }, | |
| "SentimentPositive":{ | |
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| "r":0.827811245, | |
| "f":0.8416700694 | |
| }, | |
| "ActorsPeople":{ | |
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| "r":0.9305028034, | |
| "f":0.9288019317 | |
| }, | |
| "SignpostingMetadiscourse":{ | |
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| "r":0.9215780036, | |
| "f":0.9317138023 | |
| }, | |
| "OrganizationReasoning":{ | |
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| "r":0.8952304929, | |
| "f":0.9044354839 | |
| }, | |
| "SentimentNegative":{ | |
| "p":0.8280952381, | |
| "r":0.8157206996, | |
| "f":0.8218613915 | |
| }, | |
| "OrganizationNarrative":{ | |
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| "r":0.8726276261, | |
| "f":0.8806719246 | |
| }, | |
| "ActorsPublicEntities":{ | |
| "p":0.913087316, | |
| "r":0.8978782471, | |
| "f":0.9054189162 | |
| }, | |
| "ConfidenceHedged":{ | |
| "p":0.9044895625, | |
| "r":0.9052661706, | |
| "f":0.9048776999 | |
| }, | |
| "StanceEmphatic":{ | |
| "p":0.864783265, | |
| "r":0.9101225601, | |
| "f":0.8868738251 | |
| }, | |
| "ConfidenceHigh":{ | |
| "p":0.8696095076, | |
| "r":0.8573819886, | |
| "f":0.8634524612 | |
| }, | |
| "PlanningFuture":{ | |
| "p":0.8828828829, | |
| "r":0.8994576554, | |
| "f":0.8910932011 | |
| }, | |
| "SignpostingAcademicWritingMoves":{ | |
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| "r":0.7678899083, | |
| "f":0.7643835616 | |
| }, | |
| "PlanningStrategy":{ | |
| "p":0.8513819665, | |
| "r":0.8205240175, | |
| "f":0.8356682233 | |
| }, | |
| "CitationAuthority":{ | |
| "p":0.8544839255, | |
| "r":0.8265139116, | |
| "f":0.840266223 | |
| }, | |
| "StanceModerated":{ | |
| "p":0.8590852905, | |
| "r":0.8853503185, | |
| "f":0.8720200753 | |
| }, | |
| "CitationNeutral":{ | |
| "p":0.8832214765, | |
| "r":0.8832214765, | |
| "f":0.8832214765 | |
| }, | |
| "CitationControversy":{ | |
| "p":0.8739837398, | |
| "r":0.8884297521, | |
| "f":0.881147541 | |
| } | |
| }, | |
| "transformer_loss":23198.0035903843, | |
| "tagger_loss":6697.7777622218, | |
| "ner_loss":20484.2334804777 | |
| }, | |
| "requirements":[ | |
| "spacy-transformers>=1.1.8,<1.2.0" | |
| ] | |
| } |