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Named Entity Recognition

1215 directly classified papers

Papers per year

Papers

ParaNames 1.0: Creating an Entity Name Corpus for 400+ Languages Using Wikidata COLING 2024
Development of Robust NER Models and Named Entity Tagsets for Ancient Greek COLING 2024
PolyNERE: A Novel Ontology and Corpus for Named Entity Recognition and Relation Extraction in Polymer Science Domain COLING 2024
Exploring Nested Named Entity Recognition with Large Language Models: Methods, Challenges, and Insights EMNLP 2024
ELLEN: Extremely Lightly Supervised Learning for Efficient Named Entity Recognition COLING 2024
Generative Multimodal Entity Linking COLING 2024
DANCER: Entity Description Augmented Named Entity Corrector for Automatic Speech Recognition COLING 2024
“To Have the ‘Million’ Readers Yet”: Building a Digitally Enhanced Edition of the Bilingual Irish-English Newspaper an Gaodhal (1881-1898) COLING 2024
Contrastive Entity Coreference and Disambiguation for Historical Texts EMNLP 2024
Learning to Extract Structured Entities Using Language Models EMNLP 2024
Bio-RFX: Refining Biomedical Extraction via Advanced Relation Classification and Structural Constraints EMNLP 2024
Few-shot clinical entity recognition in English, French and Spanish: masked language models outperform generative model prompting EMNLP 2024
Context-aware Adversarial Attack on Named Entity Recognition EACL 2024
Graph Neural Networks for End-to-End Information Extraction From Handwritten Documents WACV 2024
Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks EMNLP 2024
Know-Adapter: Towards Knowledge-Aware Parameter-Efficient Transfer Learning for Few-shot Named Entity Recognition COLING 2024
Leveraging Approximate Pattern Matching with BERT for Event Detection EACL 2024
NeuroTrialNER: An Annotated Corpus for Neurological Diseases and Therapies in Clinical Trial Registries EMNLP 2024
AAST-NLP at ClimateActivism 2024: Ensemble-Based Climate Activism Stance and Hate Speech Detection : Leveraging Pretrained Language Models EACL 2024
A Zero-shot and Few-shot Study of Instruction-Finetuned Large Language Models Applied to Clinical and Biomedical Tasks COLING 2024
A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction EMNLP 2024
Zero-Shot Cross-Lingual NER Using Phonemic Representations for Low-Resource Languages EMNLP 2024
Chinese Spoken Named Entity Recognition in Real-world Scenarios: Dataset and Approaches ACL 2024
Where Do People Tell Stories Online? Story Detection Across Online Communities ACL 2024
RRNorm: A Novel Framework for Chinese Disease Diagnoses Normalization via LLM-Driven Terminology Component Recognition and Reconstruction ACL 2024