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Nested Named Entity Recognition
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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).
논문
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Methods for Recognizing Nested Terms
SinaTools: Open Source Toolkit for Arabic Natural Language Processing
Composited-Nested-Learning with Data Augmentation for Nested Named Entity Recognition
To be Continuous, or to be Discrete, Those are Bits of Questions
In-Context Learning for Few-Shot Nested Named Entity Recognition
DepNeCTI: Dependency-based Nested Compound Type Identification for Sanskrit
Comparing and combining some popular NER approaches on Biomedical tasks
PromptNER: Prompt Locating and Typing for Named Entity Recognition
DiffusionNER: Boundary Diffusion for Named Entity Recognition
Gaussian Prior Reinforcement Learning for Nested Named Entity Recognition
A Benchmark of Nested Named Entity Recognition Approaches in Historical Structured Documents
Few-Shot Nested Named Entity Recognition
Mulco: Recognizing Chinese Nested Named Entities Through Multiple Scopes
Nested Named Entity Recognition from Medical Texts: An Adaptive Shared Network Architecture with Attentive CRF
Type-supervised sequence labeling based on the heterogeneous star graph for named entity recognition
End-to-End Entity Detection with Proposer and Regressor
A dynamic programming algorithm for span-based nested named-entity recognition in O(n^2)
Optimizing Bi-Encoder for Named Entity Recognition via Contrastive Learning
An Embarrassingly Easy but Strong Baseline for Nested Named Entity Recognition
RuNNE-2022 Shared Task: Recognizing Nested Named Entities
Wojood: Nested Arabic Named Entity Corpus and Recognition using BERT
Propose-and-Refine: A Two-Stage Set Prediction Network for Nested Named Entity Recognition
Boundary Smoothing for Named Entity Recognition
Local Hypergraph-based Nested Named Entity Recognition as Query-based Sequence Labeling
Nested Named Entity Recognition as Holistic Structure Parsing
Trigger-GNN: A Trigger-Based Graph Neural Network for Nested Named Entity Recognition
BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model
Parallel Instance Query Network for Named Entity Recognition
Nested Named Entity Recognition as Latent Lexicalized Constituency Parsing
RNN Transducers for Nested Named Entity Recognition with constraints on alignment for long sequences
Unified Named Entity Recognition as Word-Word Relation Classification
Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition
Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer Networks
Semantic Parsing in Task-Oriented Dialog with Recursive Insertion-based Encoder
BoningKnife: Joint Entity Mention Detection and Typing for Nested NER via prior Boundary Knowledge
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