| { |
| "lang":"en", |
| "name":"docusco_spacy_trf", |
| "version":"1.4", |
| "description":"English pipeline for part-of-speech and rhetorical tagging.", |
| "author":"David Brown", |
| "email":"dwb2@andrew.cmu.edu", |
| "url":"https://docuscope.github.io", |
| "license":"MIT", |
| "spacy_version":">=3.7.4,<3.8.0", |
| "spacy_git_version":"bff8725f4", |
| "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", |
| "DDQGE31", |
| "DDQGE32", |
| "DDQGE33", |
| "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", |
| "JJ41", |
| "JJ42", |
| "JJ43", |
| "JJ44", |
| "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", |
| "NN31", |
| "NN32", |
| "NN33", |
| "NNA", |
| "NNB", |
| "NNL1", |
| "NNL2", |
| "NNO", |
| "NNO2", |
| "NNT1", |
| "NNT131", |
| "NNT132", |
| "NNT133", |
| "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", |
| "PNQV31", |
| "PNQV32", |
| "PNQV33", |
| "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", |
| "RL31", |
| "RL32", |
| "RL33", |
| "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":[ |
| "AcademicTerms", |
| "AcademicWritingMoves", |
| "Character", |
| "Citation", |
| "CitationAuthority", |
| "CitationHedged", |
| "ConfidenceHedged", |
| "ConfidenceHigh", |
| "ConfidenceLow", |
| "Contingent", |
| "Description", |
| "Facilitate", |
| "FirstPerson", |
| "ForceStressed", |
| "Future", |
| "InformationChange", |
| "InformationChangeNegative", |
| "InformationChangePositive", |
| "InformationExposition", |
| "InformationPlace", |
| "InformationReportVerbs", |
| "InformationStates", |
| "InformationTopics", |
| "Inquiry", |
| "Interactive", |
| "MetadiscourseCohesive", |
| "MetadiscourseInteractive", |
| "Narrative", |
| "Negative", |
| "Positive", |
| "PublicTerms", |
| "Reasoning", |
| "Responsibility", |
| "Strategic", |
| "Uncertainty", |
| "Updates" |
| ] |
| }, |
| "pipeline":[ |
| "transformer", |
| "tagger", |
| "ner" |
| ], |
| "components":[ |
| "transformer", |
| "tagger", |
| "ner" |
| ], |
| "disabled":[ |
|
|
| ], |
| "performance":{ |
| "tag_acc":0.9833005069, |
| "ents_f":0.89489127, |
| "ents_p":0.8936849894, |
| "ents_r":0.8961008114, |
| "ents_per_type":{ |
| "Interactive":{ |
| "p":0.9038147042, |
| "r":0.9085791891, |
| "f":0.9061906841 |
| }, |
| "Strategic":{ |
| "p":0.8731209791, |
| "r":0.8729839975, |
| "f":0.8730524829 |
| }, |
| "InformationExposition":{ |
| "p":0.9378152461, |
| "r":0.9425424362, |
| "f":0.9401728991 |
| }, |
| "Description":{ |
| "p":0.8603086783, |
| "r":0.8628561455, |
| "f":0.8615805288 |
| }, |
| "Character":{ |
| "p":0.8970552523, |
| "r":0.9059317787, |
| "f":0.9014716649 |
| }, |
| "Negative":{ |
| "p":0.8490897231, |
| "r":0.8482747998, |
| "f":0.8486820658 |
| }, |
| "ForceStressed":{ |
| "p":0.8974732161, |
| "r":0.9062850844, |
| "f":0.901857626 |
| }, |
| "Positive":{ |
| "p":0.8670176129, |
| "r":0.8543794441, |
| "f":0.860652135 |
| }, |
| "Contingent":{ |
| "p":0.9095543496, |
| "r":0.9151981468, |
| "f":0.9123675203 |
| }, |
| "Narrative":{ |
| "p":0.9071942585, |
| "r":0.9115067079, |
| "f":0.9093453704 |
| }, |
| "Responsibility":{ |
| "p":0.8367471721, |
| "r":0.8236533253, |
| "f":0.83014862 |
| }, |
| "FirstPerson":{ |
| "p":0.942293645, |
| "r":0.9524981541, |
| "f":0.9473684211 |
| }, |
| "MetadiscourseCohesive":{ |
| "p":0.9664418702, |
| "r":0.9675970795, |
| "f":0.9670191299 |
| }, |
| "InformationStates":{ |
| "p":0.9135818849, |
| "r":0.9337763313, |
| "f":0.92356873 |
| }, |
| "InformationChangePositive":{ |
| "p":0.8092221941, |
| "r":0.7985, |
| "f":0.8038253429 |
| }, |
| "InformationPlace":{ |
| "p":0.8869565217, |
| "r":0.8637608966, |
| "f":0.8752050473 |
| }, |
| "PublicTerms":{ |
| "p":0.9106099935, |
| "r":0.9051181991, |
| "f":0.9078557912 |
| }, |
| "ConfidenceHedged":{ |
| "p":0.9312491632, |
| "r":0.9472286531, |
| "f":0.9391709425 |
| }, |
| "Updates":{ |
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| "r":0.8847947761, |
| "f":0.8874023483 |
| }, |
| "AcademicTerms":{ |
| "p":0.9047579038, |
| "r":0.9041067959, |
| "f":0.9044322327 |
| }, |
| "InformationChange":{ |
| "p":0.8626154826, |
| "r":0.8744550299, |
| "f":0.8684949082 |
| }, |
| "Reasoning":{ |
| "p":0.9153005464, |
| "r":0.9201892263, |
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| }, |
| "Inquiry":{ |
| "p":0.8400098103, |
| "r":0.8355017076, |
| "f":0.8377496943 |
| }, |
| "InformationTopics":{ |
| "p":0.9011336572, |
| "r":0.9038373337, |
| "f":0.9024834706 |
| }, |
| "InformationChangeNegative":{ |
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| "r":0.802734375, |
| "f":0.7996108949 |
| }, |
| "CitationAuthority":{ |
| "p":0.8592772759, |
| "r":0.8215946844, |
| "f":0.840013587 |
| }, |
| "MetadiscourseInteractive":{ |
| "p":0.9046108081, |
| "r":0.896785609, |
| "f":0.9006812124 |
| }, |
| "Citation":{ |
| "p":0.9161283259, |
| "r":0.9187438234, |
| "f":0.9174342105 |
| }, |
| "Future":{ |
| "p":0.8936464088, |
| "r":0.9047619048, |
| "f":0.8991698058 |
| }, |
| "InformationReportVerbs":{ |
| "p":0.9019871599, |
| "r":0.9078712536, |
| "f":0.9049196418 |
| }, |
| "AcademicWritingMoves":{ |
| "p":0.7788392644, |
| "r":0.7696483361, |
| "f":0.7742165242 |
| }, |
| "ConfidenceHigh":{ |
| "p":0.9006732838, |
| "r":0.8966899316, |
| "f":0.8986771937 |
| }, |
| "Uncertainty":{ |
| "p":0.8604228234, |
| "r":0.8565286264, |
| "f":0.8584713087 |
| }, |
| "Facilitate":{ |
| "p":0.8591405681, |
| "r":0.8717114987, |
| "f":0.865380383 |
| }, |
| "ConfidenceLow":{ |
| "p":0.8442367601, |
| "r":0.7207446809, |
| "f":0.7776183644 |
| }, |
| "CitationHedged":{ |
| "p":0.8851351351, |
| "r":0.9034482759, |
| "f":0.8941979522 |
| } |
| }, |
| "transformer_loss":92562.0406026107, |
| "tagger_loss":17646.7661392662, |
| "ner_loss":70220.0462693061 |
| }, |
| "requirements":[ |
| "spacy-transformers>=1.3.5,<1.4.0" |
| ] |
| } |
