named entity recognition

INSIGHTBUDDY-AI: Medication Extraction and Entity Linking using Pre-Trained Language Models and Ensemble Learning NAACL 2025 Is It Navajo? Accurate Language Detection for Endangered Athabaskan Languages NAACL 2025 JaCorpTrack: Corporate History Event Extraction for Tracking Organizational Changes EMNLP 2025 JEBS: A Fine-grained Biomedical Lexical Simplification Task ACL 2025 JUREX-4E: Juridical Expert-Annotated Four-Element Knowledge Base for Legal Reasoning EMNLP 2025 Konooz: Multi-domain Multi-dialect Corpus for Named Entity Recognition ACL 2025 Label-Perceptive Adversarial Domain Adaptation for Named Entity Recognition in Traditional Chinese Medicine: Dataset and Approach ACML 2025 Labor Lex: A New Portuguese Corpus and Pipeline for Information Extraction in Brazilian Legal Texts EMNLP 2025 Language Models are Advanced Anonymizers ICLR 2025 Large Margin Representation Learning for Robust Cross-lingual Named Entity Recognition ACL 2025 Learning Dynamics of Meta-Learning in Small Model Pretraining IJCNLP 2025 Learning from Litigation: Graphs for Retrieval and Reasoning in eDiscovery ACL 2025 Lemmatization of Polish Multi-word Expressions EMNLP 2025 LENS: Learning Entities from Narratives of Skin Cancer COLING 2025 Less is More: Explainable and Efficient ICD Code Prediction with Clinical Entities ACL 2025 Leveraging Multilingual Models for Robust Grammatical Error Correction Across Low-Resource Languages COLING 2025 LIP-NER: Literal Patterns Benefit LLM-Based NER ACL 2025 LLM as Entity Disambiguator for Biomedical Entity-Linking ACL 2025 LLM Driven Legal Text Analytics: A Case Study For Food Safety Violation Cases AACL 2025 LlmLink: Dual LLMs for Dynamic Entity Linking on Long Narratives with Collaborative Memorisation and Prompt Optimisation COLING 2025 LLMs are Better Than You Think: Label-Guided In-Context Learning for Named Entity Recognition EMNLP 2025 LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction NAACL 2025 LLM’s Weakness in NER Doesn’t Stop It from Enhancing a Stronger SLM NAACL 2025 Mahānāma: A Unique Testbed for Literary Entity Discovery and Linking EMNLP 2025 MAKAR: a Multi-Agent framework based Knowledge-Augmented Reasoning for Grounded Multimodal Named Entity Recognition EMNLP 2025