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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
PromptNER: Prompt Locating and Typing for Named Entity RecognitionCode1
DiffusionNER: Boundary Diffusion for Named Entity RecognitionCode1
End-to-End Entity Detection with Proposer and RegressorCode1
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
Thai Nested Named Entity Recognition CorpusCode1
Propose-and-Refine: A Two-Stage Set Prediction Network for Nested Named Entity RecognitionCode1
Boundary Smoothing for Named Entity RecognitionCode1
BioBART: Pretraining and Evaluation of A Biomedical Generative Language ModelCode1
Parallel Instance Query Network for Named Entity RecognitionCode1
Nested Named Entity Recognition as Latent Lexicalized Constituency ParsingCode1
Unified Named Entity Recognition as Word-Word Relation ClassificationCode1
Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity RecognitionCode1
Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer NetworksCode1
A Unified Generative Framework for Various NER SubtasksCode1
A Sequence-to-Set Network for Nested Named Entity RecognitionCode1
Locate and Label: A Two-stage Identifier for Nested Named Entity RecognitionCode1
An End-to-end Model for Entity-level Relation Extraction using Multi-instance LearningCode1
Structured Prediction as Translation between Augmented Natural LanguagesCode1
Nested Named Entity Recognition with Partially-Observed TreeCRFsCode1
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 Unified MRC Framework for Named Entity RecognitionCode1
A Neural Transition-based Model for Nested Mention RecognitionCode1
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
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
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
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
Nested Named Entity Recognition as Corpus Aware Holistic Structure Parsing—0
Extract-Select: A Span Selection Framework for Nested Named Entity Recognition with Generative Adversarial Training—0
Nested Named Entity Recognition with Span-level Graphs—0
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
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