Named Entity Recognition

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 Negative Samples in Biomedical Generative Entity Linking ACL 2025 Lemmatization of Cuneiform Languages Using the ByT5 Model NAACL 2025 Leveraging Machine-Generated Data for Joint Intent Detection and Slot Filling in Bangla: A Resource-Efficient Approach COLING 2025 Leveraging the Power of Large Language Models in Entity Linking via Adaptive Routing and Targeted Reasoning EMNLP 2025 LIP-NER: Literal Patterns Benefit LLM-Based NER ACL 2025 LLM as Entity Disambiguator for Biomedical Entity-Linking ACL 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 LTG at VarDial 2025 NorSID: More and Better Training Data for Slot and Intent Detection COLING 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 Make Good Use of GujiRoBERTa to Identify Entities in Ancient Chinese NAACL 2025 Medical Spoken Named Entity Recognition NAACL 2025 MedLinkDE – MedDRA Entity Linking for German with Guided Chain of Thought Reasoning EMNLP 2025 MedPath: Multi-Domain Cross-Vocabulary Hierarchical Paths for Biomedical Entity Linking IJCNLP 2025 Meta-Pretraining for Zero-Shot Cross-Lingual Named Entity Recognition in Low-Resource Philippine Languages EMNLP 2025 Mitigating Out-of-Entity Errors in Named Entity Recognition: A Sentence-Level Strategy COLING 2025 Model-Based Ranking of Source Languages for Zero-Shot Cross-Lingual Transfer EMNLP 2025 Modeling North African Dialects from Standard Languages EMNLP 2025 Multi-BERT: Leveraging Adapters for Low-Resource Multi-Domain Adaptation NAACL 2025 Multi-Domain Ancient Chinese Named Entity Recognition Based on Attention-Enhanced Pre-trained Language Model NAACL 2025 Multi-Grained Query-Guided Set Prediction Network for Grounded Multimodal Named Entity Recognition AAAI 2025