seq2rel

Reported on 6 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Natural Language Processing3 results

Relation ExtractiononCDR
Relation F1· 2022-04-03
40.2
SOTA
A sequence-to-sequence approach for document-level relation extraction arXiv:2204.01098
Relation ExtractiononGDA
Relation F1· 2022-04-03
55.2
SOTA
A sequence-to-sequence approach for document-level relation extraction arXiv:2204.01098
Relation ExtractiononDocRED
Relation F1· 2022-04-03
38.2
best: 47.1 (REBEL+pretraining)
A sequence-to-sequence approach for document-level relation extraction arXiv:2204.01098

Medical3 results

Information ExtractiononCDR
Relation F1· 2022-04-03
40.2
SOTA
A sequence-to-sequence approach for document-level relation extraction arXiv:2204.01098
Information ExtractiononGDA
Relation F1· 2022-04-03
55.2
SOTA
A sequence-to-sequence approach for document-level relation extraction arXiv:2204.01098
Information ExtractiononDocRED
Relation F1· 2022-04-03
38.2
best: 47.1 (REBEL+pretraining)
A sequence-to-sequence approach for document-level relation extraction arXiv:2204.01098