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Models/ResAttArg

ResAttArg

Reported on 12 benchmarks across 6 tasks · 1 paper · 12 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing7 results

Relation ExtractiononAbstRCT - Neoplasm
Macro F1· 2021-02-24
70.92
SOTA
Multi-Task Attentive Residual Networks for Argument Mining arXiv:2102.12227
Relation ExtractiononCDCP
Macro F1· 2021-02-24
42.95
SOTA
Multi-Task Attentive Residual Networks for Argument Mining arXiv:2102.12227
Relation ExtractiononDRI Corpus
Macro F1· 2021-02-24
37.72
SOTA
Multi-Task Attentive Residual Networks for Argument Mining arXiv:2102.12227
Relation ClassificationonAbstRCT - Neoplasm
Macro F1· 2021-02-24
70.92
SOTA
Multi-Task Attentive Residual Networks for Argument Mining arXiv:2102.12227
Relation ClassificationonCDCP
Macro F1· 2021-02-24
42.95
SOTA
Multi-Task Attentive Residual Networks for Argument Mining arXiv:2102.12227
Relation ClassificationonDRI Corpus
Macro F1· 2021-02-24
37.72
SOTA
Multi-Task Attentive Residual Networks for Argument Mining arXiv:2102.12227
Argument MiningonCDCP
Macro F1· 2021-02-24
78.71
SOTA
Multi-Task Attentive Residual Networks for Argument Mining arXiv:2102.12227

Graphs3 results

Link PredictiononDRI Corpus
F1· 2021-02-24
43.66
SOTA
Multi-Task Attentive Residual Networks for Argument Mining arXiv:2102.12227
Link PredictiononCDCP
F1· 2021-02-24
29.73
SOTA
Multi-Task Attentive Residual Networks for Argument Mining arXiv:2102.12227
Link PredictiononAbstRCT - Neoplasm
F1· 2021-02-24
54.43
SOTA
Multi-Task Attentive Residual Networks for Argument Mining arXiv:2102.12227

Methodology2 results

Data MiningonCDCP
Macro F1· 2021-02-24
78.71
SOTA
Multi-Task Attentive Residual Networks for Argument Mining arXiv:2102.12227
Interpretable Machine LearningonCDCP
Macro F1· 2021-02-24
78.71
SOTA
Multi-Task Attentive Residual Networks for Argument Mining arXiv:2102.12227