SOTAVerified

Nested Mention Recognition

Nested mention recognition is the task of correctly modeling the nested structure of mentions.

Papers

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Showing 1–10 of 11 papers

TitleStatusHype
Bipartite Flat-Graph Network for Nested Named Entity RecognitionCode1
A Unified MRC Framework for Named Entity RecognitionCode1
A Neural Transition-based Model for Nested Mention RecognitionCode1
BoningKnife: Joint Entity Mention Detection and Typing for Nested NER via prior Boundary Knowledge—0
Nested Named Entity Recognition via Second-best Sequence Learning and DecodingCode0
Neural Architectures for Nested NER through LinearizationCode0
Merge and Label: A novel neural network architecture for nested NERCode0
Multi-Grained Named Entity RecognitionCode0
Sequence-to-Nuggets: Nested Entity Mention Detection via Anchor-Region NetworksCode0
Neural Segmental Hypergraphs for Overlapping Mention RecognitionCode0
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All datasetsACE 2004ACE 2005

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BERT-MRCF185.98—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural layered modelF172.2—Unverified