named entity recognition

Entity Framing and Role Portrayal in the News ACL 2025 Entity Only vs. Inline Approaches: Evaluating LLMs for Adverse Drug Event Detection in Clinical Text (Student Abstract) AAAI 2025 Evaluating LLMs’ Capability to Identify Lexical Semantic Equivalence: Probing with the Word-in-Context Task COLING 2025 EvoPrompt: Evolving Prompts for Enhanced Zero-Shot Named Entity Recognition with Large Language Models COLING 2025 Exploiting the English Vocabulary Profile for L2 word-level vocabulary assessment with LLMs ACL 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 Extraction of Information Provision Activity Requirements from EU Acquis EMNLP 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 Few-shot domain adaptation for named-entity recognition via joint constrained k-means and subspace selection 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 Finding-Centric Structuring of Japanese Radiology Reports and Analysis of Performance Gaps for Multiple Facilities NAACL 2025 Fine‐Tuned Transformers for Detection and Classification of Persuasion Techniques in Slavic Languages ACL 2025 Fine-tuning LLMs to Extract Epilepsy Seizure Frequency Data from Health Records 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 FiRC-NLP at SemEval-2025 Task 3: Exploring Prompting Approaches for Detecting Hallucinations in LLMs SemEval 2025 From In-Distribution to Out-of-Distribution: Joint Loss for Improving Generalization in Software Mention and Relation Extraction ACL 2025 Gender Swapping as a Data Augmentation Technique: Developing Gender-Balanced Datasets for Ukrainian Language Processing ACL 2025 Generative Annotation for ASR Named Entity Correction EMNLP 2025