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SotA/Natural Language Processing/Relation Classification

Relation Classification

20 benchmarks445 papers

Relation Classification is the task of identifying the semantic relation holding between two nominal entities in text.

<span class="description-source">Source: Structure Regularized Neural Network for Entity Relation Classification for Chinese Literature Text </span>

Benchmarks

Relation Classification on TACRED

F1

Relation Classification on SemEval 2010 Task 8

F1

Relation Classification on FewRel

F1 (10-way 1-shot)F1 (10-way 5-shot)F1 (5-way 1-shot)F1 (5-way 5-shotF1

Relation Classification on AbstRCT - Neoplasm

Macro F1

Relation Classification on CDCP

Macro F1

Relation Classification on DRI Corpus

Macro F1

Relation Classification on Discovery

1:1 Accuracy

Relation Classification on DocRED

F1 (1-Doc)F1 (3-Doc)

Relation Classification on FREDo

F1 (1-Doc)F1 (3-Doc)

Relation Classification on FREDo (cross-domain)

F1 (1-Doc)F1 (3-Doc)

Relation Classification on MATRES

F1

Relation Classification on SciERC

F1 (1-Doc)F1 (3-Doc)