Hierarchical

Reported on 6 benchmarks across 2 tasks · 2 papers · 2 SOTA

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

Natural Language Processing6 results

Discourse ParsingonSTAC
Link & Rel F1· 2021-10-09
57.2
best: 59.6 (Structured)
SOTA
Improving Multi-Party Dialogue Discourse Parsing via Domain Integration arXiv:2110.04526
Discourse ParsingonSTAC
Link F1· 2021-10-09
75.5
SOTA
Improving Multi-Party Dialogue Discourse Parsing via Domain Integration arXiv:2110.04526
Discourse ParsingonMolweni
Link & Rel F1· 2021-10-09
56.1
best: 64.9 (DP)
Improving Multi-Party Dialogue Discourse Parsing via Domain Integration arXiv:2110.04526
Discourse ParsingonMolweni
Link F1· 2021-10-09
80.1
best: 86.6 (DP)
Improving Multi-Party Dialogue Discourse Parsing via Domain Integration arXiv:2110.04526
Named Entity Recognition (NER)onOntonotes v5 (English)
F1· 2019-11-06
87.98
best: 92.07 (BERT-MRC+DSC)
Hierarchical Contextualized Representation for Named Entity Recognition arXiv:1911.02257
Named Entity Recognition (NER)onCoNLL 2003 (English)
F1· 2019-11-06
91.96
best: 94.6 (ACE + document-context)
Hierarchical Contextualized Representation for Named Entity Recognition arXiv:1911.02257