OpenCodePapers
relation-extraction-on-ace-2004
Relation Extraction
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ModelName
ReleaseDate
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Packed Levitated Marker for Entity and Relation Extraction
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66.5
69.7
90.4
Yes
PL-Marker
2021-09-13
A Partition Filter Network for Joint Entity and Relation Extraction
✓ Link
62.5
89.3
No
PFN
2021-08-27
A Frustratingly Easy Approach for Entity and Relation Extraction
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62.2
66.1
90.3
Yes
Ours: cross-sentence ALB
2020-10-24
Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders
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59.6
63.3
88.6
No
Table-Sequence
2020-10-08
Entity-Relation Extraction as Multi-Turn Question Answering
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49.4
83.6
No
Multi-turn QA
2019-05-14
End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures
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48.4
81.8
No
SPTree
2016-01-05
Adversarial training for multi-context joint entity and relation extraction
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47.45
81.64
No
multi-head + AT
2018-08-21
Joint entity recognition and relation extraction as a multi-head selection problem
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47.14
81.16
No
multi-head
2018-04-20
Going out on a limb: Joint Extraction of Entity Mentions and Relations without Dependency Trees
45.7
79.6
No
Attention
2017-07-01
Incremental Joint Extraction of Entity Mentions and Relations
45.3
79.7
No
Joint w/ Global
2014-06-01
A General Framework for Information Extraction using Dynamic Span Graphs
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59.7
87.4
Yes
DyGIE
2019-04-05