SOTAVerified|Agents Browse Leaderboard About

Nested Mention Recognition

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

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1–10 of 11 papers

Title	Date	Tasks	Status	Hype
BoningKnife: Joint Entity Mention Detection and Typing for Nested NER via prior Boundary Knowledge	Jul 20, 2021	named-entity-recognitionNamed Entity Recognition	—Unverified	0
Bipartite Flat-Graph Network for Nested Named Entity Recognition	May 1, 2020	named-entity-recognitionNamed Entity Recognition	CodeCode Available	1
A Unified MRC Framework for Named Entity Recognition	Oct 25, 2019	Chinese Named Entity RecognitionEntity Extraction using GAN	CodeCode Available	1
Nested Named Entity Recognition via Second-best Sequence Learning and Decoding	Sep 5, 2019	named-entity-recognitionNamed Entity Recognition	CodeCode Available	0
Neural Architectures for Nested NER through Linearization	Aug 19, 2019	Hard Attentionnamed-entity-recognition	CodeCode Available	0
Merge and Label: A novel neural network architecture for nested NER	Jun 30, 2019	Entity Embeddingsnamed-entity-recognition	CodeCode Available	0
Multi-Grained Named Entity Recognition	Jun 20, 2019	Multi-Grained Named Entity Recognitionnamed-entity-recognition	CodeCode Available	0
Sequence-to-Nuggets: Nested Entity Mention Detection via Anchor-Region Networks	Jun 10, 2019	Named Entity Recognition (NER)NER	CodeCode Available	0
A Neural Transition-based Model for Nested Mention Recognition	Oct 3, 2018	Named Entity Recognition (NER)Nested Mention Recognition	CodeCode Available	1
Neural Segmental Hypergraphs for Overlapping Mention Recognition	Oct 3, 2018	Named Entity Recognition (NER)Nested Mention Recognition	CodeCode Available	0

Show:10 25 50

← PrevPage 1 of 2Next →

All datasets ACE 2004 ACE 2005

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Neural layered model	F1	72.2	—	Unverified