task_path stringlengths 3 199 ⌀ | dataset stringlengths 1 128 ⌀ | model_name stringlengths 1 223 ⌀ | paper_url stringlengths 21 601 ⌀ | metric_name stringlengths 1 50 ⌀ | metric_value stringlengths 1 9.22k ⌀ |
|---|---|---|---|---|---|
Relation Extraction | TACRED | UNiST (LARGE) | https://arxiv.org/abs/2205.01826v1 | F1 | 75.5 |
Relation Extraction | TACRED | RE-MC | https://www.mdpi.com/1424-8220/22/13/4911 | F1 | 75.4 |
Relation Extraction | TACRED | GenPT (T5) | https://arxiv.org/abs/2210.12435v1 | F1 | 75.3 |
Relation Extraction | TACRED | RECENT+SpanBERT | https://arxiv.org/abs/2105.08393v1 | F1 | 75.2 |
Relation Extraction | TACRED | SuRE (PEGASUS-large) | https://arxiv.org/abs/2205.09837v2 | F1 | 75.1 |
Relation Extraction | TACRED | SuRE (PEGASUS-large) | https://arxiv.org/abs/2205.09837v2 | F1 (Zero-Shot) | 20.6 |
Relation Extraction | TACRED | SuRE (PEGASUS-large) | https://arxiv.org/abs/2205.09837v2 | F1 (1% Few-Shot) | 52 |
Relation Extraction | TACRED | SuRE (PEGASUS-large) | https://arxiv.org/abs/2205.09837v2 | F1 (5% Few-Shot) | 64.9 |
Relation Extraction | TACRED | SuRE (PEGASUS-large) | https://arxiv.org/abs/2205.09837v2 | F1 (10% Few-Shot) | 70.7 |
Relation Extraction | TACRED | EXOBRAIN | https://arxiv.org/abs/2107.09332v2 | F1 | 75.0 |
Relation Extraction | TACRED | Relation Reduction | https://arxiv.org/abs/2010.04829v2 | F1 | 74.8 |
Relation Extraction | TACRED | RoBERTa-large-typed-marker | https://arxiv.org/abs/2102.01373v4 | F1 | 74.6 |
Relation Extraction | TACRED | NLI_DeBERTa | https://arxiv.org/abs/2109.03659v1 | F1 | 73.9 |
Relation Extraction | TACRED | NLI_DeBERTa | https://arxiv.org/abs/2109.03659v1 | F1 (Zero-Shot) | 62.8 |
Relation Extraction | TACRED | NLI_DeBERTa | https://arxiv.org/abs/2109.03659v1 | F1 (1% Few-Shot) | 63.7 |
Relation Extraction | TACRED | NLI_DeBERTa | https://arxiv.org/abs/2109.03659v1 | F1 (5% Few-Shot) | 69.0 |
Relation Extraction | TACRED | NLI_DeBERTa | https://arxiv.org/abs/2109.03659v1 | F1 (10% Few-Shot) | 67.9 |
Relation Extraction | TACRED | Noise-robust Co-regularization + BERT-large | https://arxiv.org/abs/2104.08656v2 | F1 | 73.0 |
Relation Extraction | TACRED | DeNERT-KG | https://www.mdpi.com/2076-3417/10/18/6429/htm | F1 | 72.4 |
Relation Extraction | TACRED | K-ADAPTER (F+L) | https://arxiv.org/abs/2002.01808v5 | F1 | 72.04 |
Relation Extraction | TACRED | K-ADAPTER (F+L) | https://arxiv.org/abs/2002.01808v5 | F1 (1% Few-Shot) | 13.8 |
Relation Extraction | TACRED | K-ADAPTER (F+L) | https://arxiv.org/abs/2002.01808v5 | F1 (5% Few-Shot) | 45.1 |
Relation Extraction | TACRED | K-ADAPTER (F+L) | https://arxiv.org/abs/2002.01808v5 | F1 (10% Few-Shot) | 56.0 |
Relation Extraction | TACRED | TANL | https://arxiv.org/abs/2101.05779v3 | F1 | 71.9 |
Relation Extraction | TACRED | KEPLER | https://arxiv.org/abs/1911.06136v3 | F1 | 71.7 |
Relation Extraction | TACRED | BERTEM+MTB | https://arxiv.org/abs/1906.03158v1 | F1 | 71.5 |
Relation Extraction | TACRED | BERTEM+MTB | https://arxiv.org/abs/1906.03158v1 | F1 (1% Few-Shot) | 43.4 |
Relation Extraction | TACRED | BERTEM+MTB | https://arxiv.org/abs/1906.03158v1 | F1 (10% Few-Shot) | 64.8 |
Relation Extraction | TACRED | KnowBert-W+W | https://arxiv.org/abs/1909.04164v2 | F1 | 71.5 |
Relation Extraction | TACRED | DG-SpanBERT-large | https://arxiv.org/abs/2004.03636v1 | F1 | 71.5 |
Relation Extraction | TACRED | RELA | https://arxiv.org/abs/2212.14266v2 | F1 | 71.2 |
Relation Extraction | TACRED | NLI_RoBERTa | https://arxiv.org/abs/2109.03659v1 | F1 | 71.0 |
Relation Extraction | TACRED | SpanBERT-large | https://arxiv.org/abs/1907.10529v3 | F1 | 70.8 |
Relation Extraction | TACRED | GDPNet | https://arxiv.org/abs/2012.06780v1 | F1 | 70.5 |
Relation Extraction | TACRED | Contrastive Pre-training | https://arxiv.org/abs/2010.01923v2 | F1 | 69.5 |
Relation Extraction | TACRED | R-BERT | https://arxiv.org/abs/1905.08284v1 | F1 | 69.4 |
Relation Extraction | TACRED | C-GCN + PA-LSTM | http://arxiv.org/abs/1809.10185v1 | F1 | 68.2 |
Relation Extraction | TACRED | C-AGGCN | https://arxiv.org/abs/1906.07510v8 | F1 | 68.2 |
Relation Extraction | TACRED | ERNIE | https://arxiv.org/abs/1905.07129v3 | F1 | 67.97 |
Relation Extraction | TACRED | BERT-LSTM-base | http://arxiv.org/abs/1904.05255v1 | F1 | 67.8 |
Relation Extraction | TACRED | SA-LSTM+D | https://www.ijcai.org/proceedings/2019/750 | F1 | 67.6 |
Relation Extraction | TACRED | TRE | https://arxiv.org/abs/1906.03088v1 | F1 | 67.4 |
Relation Extraction | TACRED | Alt et al. (2019) | https://arxiv.org/abs/1906.03088v1 | F1 | 67.4 |
Relation Extraction | TACRED | GCN + PA-LSTM | http://arxiv.org/abs/1809.10185v1 | F1 | 67.1 |
Relation Extraction | TACRED | C-SGC | https://arxiv.org/abs/1902.07153v2 | F1 | 67.0 |
Relation Extraction | TACRED | C-GCN | http://arxiv.org/abs/1809.10185v1 | F1 | 66.4 |
Relation Extraction | TACRED | PA-LSTM | https://aclanthology.org/D17-1004 | F1 | 65.1 |
Relation Extraction | TACRED | AGGCN | https://arxiv.org/abs/1906.07510v8 | F1 | 65.1 |
Relation Extraction | TACRED | GCN | http://arxiv.org/abs/1809.10185v1 | F1 | 64.0 |
Relation Extraction | TACRED | LLM-QA4RE (XXLarge) | https://arxiv.org/abs/2305.11159v1 | F1 | 52.2 |
Relation Extraction | TACRED | LUKE | https://arxiv.org/abs/2010.01057v1 | F1 (1% Few-Shot) | 17.0 |
Relation Extraction | TACRED | LUKE | https://arxiv.org/abs/2010.01057v1 | F1 (5% Few-Shot) | 51.6 |
Relation Extraction | ACE 2005 | ITER | https://aclanthology.org/2024.findings-emnlp.655/ | RE Micro F1 | 75.1 ± 0.49 |
Relation Extraction | ACE 2005 | ITER | https://aclanthology.org/2024.findings-emnlp.655/ | NER Micro F1 | 91.6 ± 0.12 |
Relation Extraction | ACE 2005 | ITER | https://aclanthology.org/2024.findings-emnlp.655/ | RE+ Micro F1 | 71.9 ± 0.56 |
Relation Extraction | ACE 2005 | ITER | https://aclanthology.org/2024.findings-emnlp.655/ | Sentence Encoder | FLAN T5 3B |
Relation Extraction | ACE 2005 | ITER | https://aclanthology.org/2024.findings-emnlp.655/ | Cross Sentence | Yes |
Relation Extraction | ACE 2005 | PL-Marker | https://arxiv.org/abs/2109.06067v5 | RE Micro F1 | 73.0 |
Relation Extraction | ACE 2005 | PL-Marker | https://arxiv.org/abs/2109.06067v5 | NER Micro F1 | 91.1 |
Relation Extraction | ACE 2005 | PL-Marker | https://arxiv.org/abs/2109.06067v5 | RE+ Micro F1 | 71.1 |
Relation Extraction | ACE 2005 | PL-Marker | https://arxiv.org/abs/2109.06067v5 | Sentence Encoder | ALBERT |
Relation Extraction | ACE 2005 | PL-Marker | https://arxiv.org/abs/2109.06067v5 | Cross Sentence | Yes |
Relation Extraction | ACE 2005 | ASP+T5-3B | https://arxiv.org/abs/2210.14698v2 | RE Micro F1 | 72.7 |
Relation Extraction | ACE 2005 | ASP+T5-3B | https://arxiv.org/abs/2210.14698v2 | NER Micro F1 | 91.3 |
Relation Extraction | ACE 2005 | ASP+T5-3B | https://arxiv.org/abs/2210.14698v2 | RE+ Micro F1 | 70.5 |
Relation Extraction | ACE 2005 | ASP+T5-3B | https://arxiv.org/abs/2210.14698v2 | Sentence Encoder | T5-3B |
Relation Extraction | ACE 2005 | ASP+T5-3B | https://arxiv.org/abs/2210.14698v2 | Cross Sentence | Yes |
Relation Extraction | ACE 2005 | GoLLIE | https://arxiv.org/abs/2310.03668v5 | RE Micro F1 | 70.1 |
Relation Extraction | ACE 2005 | Ours: cross-sentence ALB | https://arxiv.org/abs/2010.12812v2 | RE Micro F1 | 69.4 |
Relation Extraction | ACE 2005 | Ours: cross-sentence ALB | https://arxiv.org/abs/2010.12812v2 | NER Micro F1 | 90.9 |
Relation Extraction | ACE 2005 | Ours: cross-sentence ALB | https://arxiv.org/abs/2010.12812v2 | Sentence Encoder | ALBERT |
Relation Extraction | ACE 2005 | Ours: cross-sentence ALB | https://arxiv.org/abs/2010.12812v2 | Cross Sentence | Yes |
Relation Extraction | ACE 2005 | Table-Sequence | https://arxiv.org/abs/2010.03851v1 | RE Micro F1 | 67.6 |
Relation Extraction | ACE 2005 | Table-Sequence | https://arxiv.org/abs/2010.03851v1 | NER Micro F1 | 89.5 |
Relation Extraction | ACE 2005 | Table-Sequence | https://arxiv.org/abs/2010.03851v1 | RE+ Micro F1 | 64.3 |
Relation Extraction | ACE 2005 | Table-Sequence | https://arxiv.org/abs/2010.03851v1 | Sentence Encoder | ALBERT |
Relation Extraction | ACE 2005 | Table-Sequence | https://arxiv.org/abs/2010.03851v1 | Cross Sentence | No |
Relation Extraction | ACE 2005 | TriMF | https://arxiv.org/abs/2101.10213v3 | RE Micro F1 | 66.49 |
Relation Extraction | ACE 2005 | TriMF | https://arxiv.org/abs/2101.10213v3 | NER Micro F1 | 87.61 |
Relation Extraction | ACE 2005 | TriMF | https://arxiv.org/abs/2101.10213v3 | RE+ Micro F1 | 62.77 |
Relation Extraction | ACE 2005 | TriMF | https://arxiv.org/abs/2101.10213v3 | Sentence Encoder | BERT base |
Relation Extraction | ACE 2005 | TriMF | https://arxiv.org/abs/2101.10213v3 | Cross Sentence | Yes |
Relation Extraction | ACE 2005 | TablERT | https://arxiv.org/abs/2010.07522v2 | RE Micro F1 | 66.1 |
Relation Extraction | ACE 2005 | TablERT | https://arxiv.org/abs/2010.07522v2 | NER Micro F1 | 88.0 |
Relation Extraction | ACE 2005 | TablERT | https://arxiv.org/abs/2010.07522v2 | RE+ Micro F1 | 62.4 |
Relation Extraction | ACE 2005 | TablERT | https://arxiv.org/abs/2010.07522v2 | Sentence Encoder | BERT base |
Relation Extraction | ACE 2005 | TablERT | https://arxiv.org/abs/2010.07522v2 | Cross Sentence | No |
Relation Extraction | ACE 2005 | DYGIE++ | https://arxiv.org/abs/1909.03546v2 | RE Micro F1 | 63.4 |
Relation Extraction | ACE 2005 | DYGIE++ | https://arxiv.org/abs/1909.03546v2 | NER Micro F1 | 88.6 |
Relation Extraction | ACE 2005 | DYGIE++ | https://arxiv.org/abs/1909.03546v2 | Sentence Encoder | BERT base |
Relation Extraction | ACE 2005 | DYGIE++ | https://arxiv.org/abs/1909.03546v2 | Cross Sentence | Yes |
Relation Extraction | ACE 2005 | DyGIE | http://arxiv.org/abs/1904.03296v1 | RE Micro F1 | 63.2 |
Relation Extraction | ACE 2005 | DyGIE | http://arxiv.org/abs/1904.03296v1 | NER Micro F1 | 88.4 |
Relation Extraction | ACE 2005 | DyGIE | http://arxiv.org/abs/1904.03296v1 | Sentence Encoder | ELMo |
Relation Extraction | ACE 2005 | DyGIE | http://arxiv.org/abs/1904.03296v1 | Cross Sentence | Yes |
Relation Extraction | ACE 2005 | Hierarchical Multi-task | http://arxiv.org/abs/1811.06031v2 | RE Micro F1 | 62.7 |
Relation Extraction | ACE 2005 | Hierarchical Multi-task | http://arxiv.org/abs/1811.06031v2 | NER Micro F1 | 87.5 |
Relation Extraction | ACE 2005 | Hierarchical Multi-task | http://arxiv.org/abs/1811.06031v2 | Sentence Encoder | ELMo |
Relation Extraction | ACE 2005 | Hierarchical Multi-task | http://arxiv.org/abs/1811.06031v2 | Cross Sentence | No |
Relation Extraction | ACE 2005 | Attention | https://aclanthology.org/P17-1085 | RE Micro F1 | 55.9 |
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