Named Entity Recognition

Enhancing Automatic Term Extraction with Large Language Models via Syntactic Retrieval ACL 2025 Enhancing NER by Harnessing Multiple Datasets with Conditional Variational Autoencoders ACL 2025 Enhancing NER Performance in Low-Resource Pakistani Languages using Cross-Lingual Data Augmentation NAACL 2025 Entity Decomposition with Filtering: A Zero-Shot Clinical Named Entity Recognition Framework NAACL 2025 Entity Framing and Role Portrayal in the News ACL 2025 EvaCun 2025 Shared Task: Lemmatization and Token Prediction in Akkadian and Sumerian using LLMs NAACL 2025 Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation ACL 2025 EvoPrompt: Evolving Prompts for Enhanced Zero-Shot Named Entity Recognition with Large Language Models COLING 2025 Explainable ICD Coding via Entity Linking NAACL 2025 Exploring the Application of 7B LLMs for Named Entity Recognition in Chinese Ancient Texts NAACL 2025 Exploring the Performance of Large Language Models on Subjective Span Identification Tasks IJCNLP 2025 Extracting Software Mentions and Relations using Transformers and LLM-Generated Synthetic Data at SOMD 2025 ACL 2025 FaBERT: Pre-training BERT on Persian Blogs NAACL 2025 Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data NAACL 2025 Family helps one another: Dravidian NLP suite for Natural Language Understanding IJCNLP 2025 Federated Incremental Named Entity Recognition COLING 2025 FII the Best at SemEval 2025 Task 2: Steering State-of-the-art Machine Translation Models with Strategically Engineered Pipelines for Enhanced Entity Translation SemEval 2025 Financial Named Entity Recognition: How Far Can LLM Go? COLING 2025 Findings of the VarDial Evaluation Campaign 2025: The NorSID Shared Task on Norwegian Slot, Intent and Dialect Identification COLING 2025 Fine‐Tuned Transformers for Detection and Classification of Persuasion Techniques in Slavic Languages ACL 2025 Fine-tuning XLM-RoBERTa for Named Entity Recognition in Kurmanji Kurdish EMNLP 2025 Fin-ExBERT: User Intent based Text Extraction in Financial Context using Graph-Augmented BERT and trainable Plugin EMNLP 2025 FinMind-Y-Me at the Regulations Challenge Task: Financial Mind Your Meaning based on THaLLE COLING 2025 Forbidden FRUIT is the Sweetest: An Annotated Tweets Corpus for French Unfrozen Idioms Identification ACL 2025 From In-Distribution to Out-of-Distribution: Joint Loss for Improving Generalization in Software Mention and Relation Extraction ACL 2025