Named Entity Recognition

Enhancing Legal Violation Identification with LLMs and Deep Learning Techniques: Achievements in the LegalLens 2024 Competition EMNLP 2024 Enriching a Time-Domain Astrophysics Corpus with Named Entity, Coreference and Astrophysical Relationship Annotations COLING 2024 Estimating Agreement by Chance for Sequence Annotation ACL 2024 Evaluating LLMs for Temporal Entity Extraction from Pediatric Clinical Text in Rare Diseases Context COLING 2024 Exploring Nested Named Entity Recognition with Large Language Models: Methods, Challenges, and Insights EMNLP 2024 Exploring the Potential of Large Language Models (LLMs) for Low-resource Languages: A Study on Named-Entity Recognition (NER) and Part-Of-Speech (POS) Tagging for Nepali Language COLING 2024 Extending Off-the-shelf NER Systems to Personal Information Detection in Dialogues with a Virtual Agent: Findings from a Real-Life Use Case EACL 2024 Extracting Biomedical Entities from Noisy Audio Transcripts COLING 2024 Extracting position titles from unstructured historical job advertisements EMNLP 2024 Extractive Medical Entity Disambiguation with Memory Mechanism and Memorized Entity Information EMNLP 2024 Few-shot clinical entity recognition in English, French and Spanish: masked language models outperform generative model prompting EMNLP 2024 Few-Shot Multimodal Named Entity Recognition Based on Mutlimodal Causal Intervention Graph COLING 2024 Few-TK: A Dataset for Few-shot Scientific Typed Keyphrase Recognition NAACL 2024 Fighting crime with Transformers: Empirical analysis of address parsing methods in payment data NAACL 2024 Findings of the 2nd Shared Task on Multi-lingual Multi-task Information Retrieval at MRL 2024 EMNLP 2024 Findings of the First Shared Task on Offensive Span Identification from Code-Mixed Kannada-English Comments EACL 2024 Fine-tuning Pre-trained Named Entity Recognition Models For Indian Languages NAACL 2024 Flexible Weight Tuning and Weight Fusion Strategies for Continual Named Entity Recognition ACL 2024 FORCE: A Benchmark Dataset for Foodborne Disease Outbreak and Recall Event Extraction from News ACL 2024 Generative Multimodal Entity Linking COLING 2024 GLiNER: Generalist Model for Named Entity Recognition using Bidirectional Transformer NAACL 2024 “Gotta catch ‘em all!”: Retrieving people in Ancient Greek texts combining transformer models and domain knowledge ACL 2024 GottBERT: a pure German Language Model EMNLP 2024 Granular Entity Mapper: Advancing Fine-grained Multimodal Named Entity Recognition and Grounding EMNLP 2024 Graph Neural Networks for End-to-End Information Extraction From Handwritten Documents WACV 2024