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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 51–81 of 81 papers

TitleStatusHype
A Sequence-to-Set Network for Nested Named Entity RecognitionCode1
Locate and Label: A Two-stage Identifier for Nested Named Entity RecognitionCode1
Effect of depth order on iterative nested named entity recognition models—0
An End-to-end Model for Entity-level Relation Extraction using Multi-instance LearningCode1
Named Entity Recognition in the Style of Object Detection—0
Structured Prediction as Translation between Augmented Natural LanguagesCode1
Nested Named Entity Recognition with Partially-Observed TreeCRFsCode1
A Boundary Regression Model for Nested Named Entity RecognitionCode0
Hierarchical Region Learning for Nested Named Entity Recognition—0
HIT: Nested Named Entity Recognition via Head-Tail Pair and Token Interaction—0
CopyNext: Explicit Span Copying and Alignment in Sequence to Sequence Models—0
Pyramid: A Layered Model for Nested Named Entity RecognitionCode1
Named Entity Recognition as Dependency ParsingCode1
Bipartite Flat-Graph Network for Nested Named Entity RecognitionCode1
A Boundary-aware Neural Model for Nested Named Entity RecognitionCode0
A Unified MRC Framework for Named Entity RecognitionCode1
Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019Code0
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
NNE: A Dataset for Nested Named Entity Recognition in English Newswire—0
Hierarchical Nested Named Entity Recognition—0
Neural Segmental Hypergraphs for Overlapping Mention RecognitionCode0
A Neural Transition-based Model for Nested Mention RecognitionCode1
Deep Exhaustive Model for Nested Named Entity Recognition—0
A Neural Layered Model for Nested Named Entity RecognitionCode0
Nested Named Entity Recognition Revisited—0
A Feature-Based Model for Nested Named-Entity Recognition at VLSP-2018 NER Evaluation CampaignCode0
10,000+ Times Accelerated Robust Subset Selection (ARSS)—0
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