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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 1–50 of 81 papers

TitleStatusHype
Nested Named Entity Recognition as Single-Pass Sequence Labeling—0
Methods for Recognizing Nested TermsCode0
SinaTools: Open Source Toolkit for Arabic Natural Language Processing—0
Composited-Nested-Learning with Data Augmentation for Nested Named Entity Recognition—0
To be Continuous, or to be Discrete, Those are Bits of QuestionsCode0
In-Context Learning for Few-Shot Nested Named Entity Recognition—0
DepNeCTI: Dependency-based Nested Compound Type Identification for SanskritCode0
Comparing and combining some popular NER approaches on Biomedical tasksCode0
PromptNER: Prompt Locating and Typing for Named Entity RecognitionCode1
DiffusionNER: Boundary Diffusion for Named Entity RecognitionCode1
Gaussian Prior Reinforcement Learning for Nested Named Entity Recognition—0
A Benchmark of Nested Named Entity Recognition Approaches in Historical Structured Documents—0
Few-Shot Nested Named Entity Recognition—0
Mulco: Recognizing Chinese Nested Named Entities Through Multiple Scopes—0
Nested Named Entity Recognition from Medical Texts: An Adaptive Shared Network Architecture with Attentive CRF—0
End-to-End Entity Detection with Proposer and RegressorCode1
Type-supervised sequence labeling based on the heterogeneous star graph for named entity recognitionCode0
A dynamic programming algorithm for span-based nested named-entity recognition in O(n^2)—0
Simple Yet Powerful: An Overlooked Architecture for Nested Named Entity RecognitionCode0
Nested Named Entity Recognition as Corpus Aware Holistic Structure Parsing—0
古汉语嵌套命名实体识别数据集的构建和应用研究(Construction and application of classical Chinese nested named entity recognition data set)—0
Optimizing Bi-Encoder for Named Entity Recognition via Contrastive LearningCode1
An Embarrassingly Easy but Strong Baseline for Nested Named Entity RecognitionCode1
RuNNE-2022 Shared Task: Recognizing Nested Named EntitiesCode1
Wojood: Nested Arabic Named Entity Corpus and Recognition using BERTCode1
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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