|
DREEAM
|
DREEAM: Guiding Attention with Evidence for Impro…
|
67.53
|
2023-02-17
|
|
|
KD-Rb-l
|
Document-Level Relation Extraction with Adaptive …
|
67.28
|
2022-03-21
|
|
|
SSAN-RoBERTa-large+Adaptation
|
Entity Structure Within and Throughout: Modeling …
|
65.92
|
2021-02-20
|
|
|
SAIS-RoBERTa-large
|
SAIS: Supervising and Augmenting Intermediate Ste…
|
65.11
|
2021-09-24
|
|
|
Eider-RoBERTa-large
|
Eider: Empowering Document-level Relation Extract…
|
64.79
|
2021-06-16
|
|
|
DocuNet-RoBERTa-large
|
Document-level Relation Extraction as Semantic Se…
|
64.55
|
2021-06-07
|
|
|
CGM2IR-RoBERTalarge
|
Document-level Relation Extraction with Context G…
|
63.89
|
2022-01-13
|
|
|
ATLOP-RoBERTa-large
|
Document-Level Relation Extraction with Adaptive …
|
63.40
|
2020-10-21
|
|
|
DRE-MIR-BERTbase
|
A Masked Image Reconstruction Network for Documen…
|
63.15
|
2022-04-21
|
|
|
SAIS-BERT-base
|
SAIS: Supervising and Augmenting Intermediate Ste…
|
62.77
|
2021-09-24
|
|
|
GAIN-BERT-large
|
Double Graph Based Reasoning for Document-level R…
|
62.76
|
2020-09-29
|
|
|
Dense-CCNet-BERTbase
|
A Densely Connected Criss-Cross Attention Network…
|
62.55
|
2022-03-26
|
|
|
E2GRE-RoBERTa-large
|
Entity and Evidence Guided Relation Extraction fo…
|
62.50
|
2020-08-27
|
|
|
Eider-BERT-base
|
Eider: Empowering Document-level Relation Extract…
|
62.47
|
2021-06-16
|
|
|
GAIN+SIEF
|
Document-Level Relation Extraction with Sentences…
|
62.29
|
2022-04-27
|
|
|
CGM2IR-BERTbase
|
Document-level Relation Extraction with Context G…
|
62.06
|
2022-01-13
|
|
|
SIRE-BERT-base
|
SIRE: Separate Intra- and Inter-sentential Reason…
|
62.05
|
2021-06-03
|
|
|
ATLOP + LogiRE
|
Learning Logic Rules for Document-level Relation …
|
61.45
|
2021-11-09
|
|
|
SSAN-RoBERTa-large
|
Entity Structure Within and Throughout: Modeling …
|
61.42
|
2021-02-20
|
|
|
ATLOP + KIRE
|
Enhancing Document-level Relation Extraction by E…
|
61.39
|
2022-07-23
|
|
|
DRN-BERT-base
|
Discriminative Reasoning for Document-level Relat…
|
61.37
|
2021-06-03
|
|
|
ERACL
|
Improving Long Tailed Document-Level Relation Ext…
|
61.36
|
2022-05-21
|
|
|
ATLOP-BERT-base
|
Document-Level Relation Extraction with Adaptive …
|
61.30
|
2020-10-21
|
|
|
GAIN-BERT
|
Double Graph Based Reasoning for Document-level R…
|
61.24
|
2020-09-29
|
|
|
CorefDRE- BERT
|
CorefDRE: Document-level Relation Extraction with…
|
60.82
|
2022-02-22
|
|
|
GAIN + LogiRE
|
Learning Logic Rules for Document-level Relation …
|
60.61
|
2021-11-09
|
|
|
JEREX-BERT-base
|
An End-to-end Model for Entity-level Relation Ext…
|
60.40
|
2021-02-11
|
|
|
CorefRoBERTa-large
|
Coreferential Reasoning Learning for Language Rep…
|
60.25
|
2020-04-15
|
|
|
MIUK
|
Multi-view Inference for Relation Extraction with…
|
59.99
|
2021-04-28
|
|
|
SSAN-RoBERTa-base
|
Entity Structure Within and Throughout: Modeling …
|
59.94
|
2021-02-20
|
|
|
CFER-BERT-base
|
Coarse-to-Fine Entity Representations for Documen…
|
59.82
|
2020-12-04
|
|
|
HeterGSAN+Reconstruction+BERT-base
|
Document-Level Relation Extraction with Reconstru…
|
59.45
|
2020-12-21
|
|
|
FineCL
|
Fine-grained Contrastive Learning for Relation Ex…
|
59.40
|
2022-05-25
|
|
|
SSAN+RSMAN
|
Relation-Specific Attentions over Entity Mentions…
|
59.29
|
2022-05-28
|
|
|
LSR+BERT-base
|
Reasoning with Latent Structure Refinement for Do…
|
59.05
|
2020-05-13
|
|
|
GLRE-XLNet-Large
|
Global-to-Local Neural Networks for Document-Leve…
|
59.00
|
2020-09-22
|
|
|
CorefBERT-large
|
Coreferential Reasoning Learning for Language Rep…
|
58.83
|
2020-04-15
|
|
|
E2GRE-BERT-base
|
Entity and Evidence Guided Relation Extraction fo…
|
58.72
|
2020-08-27
|
|
|
SSAN-BERT-base
|
Entity Structure Within and Throughout: Modeling …
|
58.16
|
2021-02-20
|
|
|
DUAL+BERT-base
|
Dual Supervision Framework for Relation Extractio…
|
57.74
|
2020-11-24
|
|
|
CorefBERT-base
|
Coreferential Reasoning Learning for Language Rep…
|
56.96
|
2020-04-15
|
|
|
DRN-GloVe
|
Discriminative Reasoning for Document-level Relat…
|
56.33
|
2021-06-03
|
|
|
Paths+BiLSTM-GloVe
|
Three Sentences Are All You Need: Local Path Enha…
|
56.23
|
2021-06-03
|
|
|
SIRE-GloVe
|
SIRE: Separate Intra- and Inter-sentential Reason…
|
55.96
|
2021-06-03
|
|
|
CFER-GloVe
|
Coarse-to-Fine Entity Representations for Documen…
|
55.75
|
2020-12-04
|
|
|
HIN-BERT-base
|
HIN: Hierarchical Inference Network for Document-…
|
55.60
|
2020-03-28
|
|
|
HeterGSAN+Reconstruction
|
Document-Level Relation Extraction with Reconstru…
|
55.23
|
2020-12-21
|
|
|
GAIN-GloVe
|
Double Graph Based Reasoning for Document-level R…
|
55.08
|
2020-09-29
|
|
|
LSR+GloVe
|
Reasoning with Latent Structure Refinement for Do…
|
54.18
|
2020-05-13
|
|
|
Two-Step+BERT-base
|
Fine-tune Bert for DocRED with Two-step Process
|
53.92
|
2019-09-26
|
|
|
HIN-GloVe
|
HIN: Hierarchical Inference Network for Document-…
|
53.30
|
2020-03-28
|
|
|
BERT-base
|
Fine-tune Bert for DocRED with Two-step Process
|
53.22
|
2019-09-26
|
|
|
BiLSTM
|
DocRED: A Large-Scale Document-Level Relation Ext…
|
51.06
|
2019-06-14
|
|
|
DocRED-Context-Aware
|
DocRED: A Large-Scale Document-Level Relation Ext…
|
50.64
|
2019-06-14
|
|
|
BiLSTM
|
DocRED: A Large-Scale Document-Level Relation Ext…
|
50.12
|
2019-06-14
|
|
|
DocRED-CNN
|
DocRED: A Large-Scale Document-Level Relation Ext…
|
42.33
|
2019-06-14
|
|