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Named Entity Recognition

1215 directly classified papers

Papers per year

Papers

A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition ACL 2023
Do CoNLL-2003 Named Entity Taggers Still Work Well in 2023? ACL 2023
LADA-Trans-NER: Adaptive Efficient Transformer for Chinese Named Entity Recognition Using Lexicon-Attention and Data-Augmentation AAAI 2023
Naamapadam: A Large-Scale Named Entity Annotated Data for Indic Languages ACL 2023
A Simple Yet Effective Subsequence-Enhanced Approach for Cross-Domain NER AAAI 2023
PUnifiedNER: A Prompting-Based Unified NER System for Diverse Datasets AAAI 2023
Distantly Supervised Course Concept Extraction in MOOCs with Academic Discipline ACL 2023
SSMI: Semantic Similarity and Mutual Information Maximization Based Enhancement for Chinese NER AAAI 2023
Detecting intersectionality in NER models: A data-driven approach EACL 2023
A Diverse Set of Freely Available Linguistic Resources for Turkish ACL 2023
Improving Named Entity Recognition via Bridge-based Domain Adaptation ACL 2023
SANTA: Separate Strategies for Inaccurate and Incomplete Annotation Noise in Distantly-Supervised Named Entity Recognition ACL 2023
Why Aren’t We NER Yet? Artifacts of ASR Errors in Named Entity Recognition in Spontaneous Speech Transcripts ACL 2023
Comparative evaluation of boundary-relaxed annotation for Entity Linking performance ACL 2023
LLM-RM at SemEval-2023 Task 2: Multilingual Complex NER Using XLM-RoBERTa SEMEVAL 2023
CoLaDa: A Collaborative Label Denoising Framework for Cross-lingual Named Entity Recognition ACL 2023
CoAug: Combining Augmentation of Labels and Labelling Rules ACL 2023
Distantly-Supervised Named Entity Recognition with Adaptive Teacher Learning and Fine-Grained Student Ensemble AAAI 2023
Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction ACL 2023
Learning Transformer Programs NIPS 2023
Can Synthetic Text Help Clinical Named Entity Recognition? A Study of Electronic Health Records in French EACL 2023
Towards a Unified Multi-Domain Multilingual Named Entity Recognition Model EACL 2023
Automatic Coding at Scale: Design and Deployment of a Nationwide System for Normalizing Referrals in the Chilean Public Healthcare System ACL 2023
MNER-QG: An End-to-End MRC Framework for Multimodal Named Entity Recognition with Query Grounding AAAI 2023
SemEval-2023 Task 6: LegalEval - Understanding Legal Texts SEMEVAL 2023