| { | |
| "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":{ | |
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| "r":0.9085791891, | |
| "f":0.9061906841 | |
| }, | |
| "Strategic":{ | |
| "p":0.8731209791, | |
| "r":0.8729839975, | |
| "f":0.8730524829 | |
| }, | |
| "InformationExposition":{ | |
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| "r":0.9425424362, | |
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| }, | |
| "Description":{ | |
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| }, | |
| "Character":{ | |
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| "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":{ | |
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| "r":0.9151981468, | |
| "f":0.9123675203 | |
| }, | |
| "Narrative":{ | |
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| }, | |
| "Responsibility":{ | |
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| "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":{ | |
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| }, | |
| "InformationChangePositive":{ | |
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| "r":0.7985, | |
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| }, | |
| "InformationPlace":{ | |
| "p":0.8869565217, | |
| "r":0.8637608966, | |
| "f":0.8752050473 | |
| }, | |
| "PublicTerms":{ | |
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| "r":0.9051181991, | |
| "f":0.9078557912 | |
| }, | |
| "ConfidenceHedged":{ | |
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| "f":0.9391709425 | |
| }, | |
| "Updates":{ | |
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| }, | |
| "AcademicTerms":{ | |
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| }, | |
| "InformationChange":{ | |
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| "Reasoning":{ | |
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| }, | |
| "Inquiry":{ | |
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| }, | |
| "InformationTopics":{ | |
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| "InformationChangeNegative":{ | |
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| "f":0.7996108949 | |
| }, | |
| "CitationAuthority":{ | |
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| "r":0.8215946844, | |
| "f":0.840013587 | |
| }, | |
| "MetadiscourseInteractive":{ | |
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| }, | |
| "Citation":{ | |
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| }, | |
| "Future":{ | |
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| "r":0.9047619048, | |
| "f":0.8991698058 | |
| }, | |
| "InformationReportVerbs":{ | |
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| "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" | |
| ] | |
| } |