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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
Nested Named Entity Recognition as Latent Lexicalized Constituency Parsing—0
Nested Named Entity Recognition as Single-Pass Sequence Labeling—0
Nested Named Entity Recognition for Chinese Electronic Health Records with QA-based Sequence Labeling—0
Nested Named Entity Recognition from Medical Texts: An Adaptive Shared Network Architecture with Attentive CRF—0
Nested Named Entity Recognition Revisited—0
Nested Named Entity Recognition with Span-level Graphs—0
NNE: A Dataset for Nested Named Entity Recognition in English Newswire—0
RNN Transducers for Nested Named Entity Recognition with constraints on alignment for long sequences—0
10,000+ Times Accelerated Robust Subset Selection (ARSS)—0
Simple yet Powerful: An Overlooked Architecture for Nested Named Entity Recognition—0
SinaTools: Open Source Toolkit for Arabic Natural Language Processing—0
Trigger-GNN: A Trigger-Based Graph Neural Network for Nested Named Entity Recognition—0
A Feature-Based Model for Nested Named-Entity Recognition at VLSP-2018 NER Evaluation CampaignCode0
Merge and Label: A novel neural network architecture for nested NERCode0
Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019Code0
DepNeCTI: Dependency-based Nested Compound Type Identification for SanskritCode0
Comparing and combining some popular NER approaches on Biomedical tasksCode0
Automatic Extraction of Nested Entities in Clinical Referrals in SpanishCode0
A Boundary Regression Model for Nested Named Entity RecognitionCode0
A Neural Layered Model for Nested Named Entity RecognitionCode0
Multi-Grained Named Entity RecognitionCode0
To be Continuous, or to be Discrete, Those are Bits of QuestionsCode0
Sequence-to-Nuggets: Nested Entity Mention Detection via Anchor-Region NetworksCode0
A Boundary-aware Neural Model for Nested Named Entity RecognitionCode0
Simple Yet Powerful: An Overlooked Architecture for Nested Named Entity RecognitionCode0
Nested Named Entity Recognition via Explicitly Excluding the Influence of the Best PathCode0
Nested Named Entity Recognition via Second-best Sequence Learning and DecodingCode0
Methods for Recognizing Nested TermsCode0
Type-supervised sequence labeling based on the heterogeneous star graph for named entity recognitionCode0
Neural Architectures for Nested NER through LinearizationCode0
Neural Segmental Hypergraphs for Overlapping Mention RecognitionCode0
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