OpenCodePapers
relation-extraction-on-webnlg
Relation Extraction
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ModelName
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UniRel: Unified Representation and Interaction for Joint Relational Triple Extraction
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94.7
UniRel
2022-11-16
A Partition Filter Network for Joint Entity and Relation Extraction
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93.6
98.0
PFN
2021-08-27
Joint Entity and Relation Extraction with Set Prediction Networks
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93.4
SPN
2020-11-03
TDEER: An Efficient Translating Decoding Schema for Joint Extraction of Entities and Relations
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93.1
TDEER
Representation Iterative Fusion based on Heterogeneous Graph Neural Network for Joint Entity and Relation Extraction
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92.6
RIFRE
2021-05-08
TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking
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91.9
TPLinker
2020-10-26
A Novel Cascade Binary Tagging Framework for Relational Triple Extraction
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91.8
HBT (CasRel)
2019-09-07
Recurrent Interaction Network for Jointly Extracting Entities and Classifying Relations
90.1
RIN (BERT, K=2)
2020-05-01
Contrastive Triple Extraction with Generative Transformer
83.4
CGT(UniLM)
2020-09-14
Joint Extraction of Entities and Relations Based on a Novel Decomposition Strategy
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83.1
ETL-Span
2019-09-10
A Relation-Specific Attention Network for Joint Entity and Relation Extraction
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82.1
RSAN
2020-07-01
CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning
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60.5
CopyRE' OneDecoder
2019-11-24
Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism
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37.1
CopyRE MultiDecoder
2018-07-01
Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme
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28.3
NovelTagging
2017-06-07