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Nested Named Entity Recognition

Nested named entity recognition is a subtask of information extraction that seeks to locate and classify nested named entities (i.e., hierarchically structured entities) mentioned in unstructured text (Source: Adapted from Wikipedia).

Papers

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Showing 26–50 of 81 papers

TitleStatusHype
Extract-Select: A Span Selection Framework for Nested Named Entity Recognition with Generative Adversarial Training—0
Thai Nested Named Entity Recognition CorpusCode1
Nested Named Entity Recognition with Span-level Graphs—0
Propose-and-Refine: A Two-Stage Set Prediction Network for Nested Named Entity RecognitionCode1
Boundary Smoothing for Named Entity RecognitionCode1
Local Hypergraph-based Nested Named Entity Recognition as Query-based Sequence Labeling—0
Nested Named Entity Recognition as Holistic Structure Parsing—0
Trigger-GNN: A Trigger-Based Graph Neural Network for Nested Named Entity Recognition—0
BioBART: Pretraining and Evaluation of A Biomedical Generative Language ModelCode1
Automatic Extraction of Nested Entities in Clinical Referrals in SpanishCode0
Parallel Instance Query Network for Named Entity RecognitionCode1
Nested Named Entity Recognition as Latent Lexicalized Constituency ParsingCode1
RNN Transducers for Nested Named Entity Recognition with constraints on alignment for long sequences—0
Unified Named Entity Recognition as Word-Word Relation ClassificationCode1
Nested Named Entity Recognition as Latent Lexicalized Constituency Parsing—0
Simple yet Powerful: An Overlooked Architecture for Nested Named Entity Recognition—0
Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition—0
HiTRANS: A Hierarchical Transformer Network for Nested Named Entity Recognition—0
Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity RecognitionCode1
Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer NetworksCode1
Nested Named Entity Recognition for Chinese Electronic Health Records with QA-based Sequence Labeling—0
Semantic Parsing in Task-Oriented Dialog with Recursive Insertion-based Encoder—0
Nested Named Entity Recognition via Explicitly Excluding the Influence of the Best PathCode0
BoningKnife: Joint Entity Mention Detection and Typing for Nested NER via prior Boundary Knowledge—0
A Unified Generative Framework for Various NER SubtasksCode1
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