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Ours: cross-sentence ALB
|
A Frustratingly Easy Approach for Entity and Rela…
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90.90
|
2020-10-24
|
|
|
GoLLIE
|
GoLLIE: Annotation Guidelines improve Zero-Shot I…
|
89.60
|
2023-10-05
|
|
|
PromptNER [RoBERTa-large]
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PromptNER: Prompt Locating and Typing for Named E…
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88.26
|
2023-05-26
|
|
|
PIQN
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Parallel Instance Query Network for Named Entity …
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87.42
|
2022-03-20
|
|
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PromptNER [BERT-large]
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PromptNER: Prompt Locating and Typing for Named E…
|
87.21
|
2023-05-26
|
|
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DiffusionNER
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DiffusionNER: Boundary Diffusion for Named Entity…
|
86.93
|
2023-05-22
|
|
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BERT-MRC
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A Unified MRC Framework for Named Entity Recognit…
|
86.88
|
2019-10-25
|
|
|
UniNER-7B
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UniversalNER: Targeted Distillation from Large La…
|
86.69
|
2023-08-07
|
|
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Locate and Label
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Locate and Label: A Two-stage Identifier for Nest…
|
86.67
|
2021-05-14
|
|
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BoningKnife
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BoningKnife: Joint Entity Mention Detection and T…
|
85.46
|
2021-07-20
|
|
|
Biaffine-NER
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Named Entity Recognition as Dependency Parsing
|
85.40
|
2020-05-14
|
|
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Second-best learning and decoding
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Nested Named Entity Recognition via Second-best S…
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84.34
|
2019-09-05
|
|
|
seq2seq+BERT+Flair
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Neural Architectures for Nested NER through Linea…
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84.33
|
2019-08-19
|
|
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Merge and Label
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Merge and Label: A novel neural network architect…
|
82.40
|
2019-06-30
|
|
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MGNER
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Multi-Grained Named Entity Recognition
|
78.20
|
2019-06-20
|
|
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BiFlaG
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Bipartite Flat-Graph Network for Nested Named Ent…
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75.10
|
2020-05-01
|
|
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Anchor-Region Networks
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Sequence-to-Nuggets: Nested Entity Mention Detect…
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74.90
|
2019-06-10
|
|
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Neural segmental hypergraphs
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Neural Segmental Hypergraphs for Overlapping Ment…
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74.50
|
2018-10-03
|
|
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Neural transition-based model
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A Neural Transition-based Model for Nested Mentio…
|
73.00
|
2018-10-03
|
|