named entity recognition

Nested Named Entity Recognition as Single-Pass Sequence Labeling EMNLP 2025 Not What the Doctor Ordered: Surveying LLM-based De-identification and Quantifying Clinical Information Loss EMNLP 2025 On Assigning Product and Software Codes to Customer Service Requests with Large Language Models EMNLP 2025 On the Representations of Entities in Auto-regressive Large Language Models EMNLP 2025 OpenNER 1.0: Standardized Open-Access Named Entity Recognition Datasets in 50+ Languages EMNLP 2025 Overcoming Data Scarcity in Named Entity Recognition: Synthetic Data Generation with Large Language Models ACL 2025 Overview of EvaHan2025: The First International Evaluation on Ancient Chinese Named Entity Recognition NAACL 2025 P²Net: Parallel Pointer-based Network for Key Information Extraction with Complex Layouts ACL 2025 Paramananda@NLU of Devanagari Script Languages 2025: Detection of Language, Hate Speech and Targets using FastText and BERT COLING 2025 PetEVAL: A veterinary free text electronic health records benchmark ACL 2025 PIIvot: A Lightweight NLP Anonymization Framework for Question-Anchored Tutoring Dialogues EMNLP 2025 PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation ACL 2025 Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance EMNLP 2025 PolyMinder: A Support System for Entity Annotation and Relation Extraction in Polymer Science Documents COLING 2025 PreClinIE: An Annotated Corpus for Information Extraction in Preclinical Studies ACL 2025 Prompting the Past: Exploring Zero-Shot Learning for Named Entity Recognition in Historical Texts Using Prompt-Answering LLMs NAACL 2025 Prototypical Replay with Old-class Focusing Knowledge Distillation for Incremental Named Entity Recognition AAAI 2025 ProvBench: A Benchmark of Legal Provision Recommendation for Contract Auto-Reviewing ACL 2025 Punctuation Restoration Improves Structure Understanding without Supervision NAACL 2025 QA Analysis in Medical and Legal Domains: A Survey of Data Augmentation in Low-Resource Settings ACL 2025 RACQC: Advanced Retrieval-Augmented Generation for Chinese Query Correction EMNLP 2025 Random Splitting Negatively Impacts NER Evaluation: Quantifying and Eliminating the Overestimation of NER Performance ACL 2025 Ranking and Selection of Bias Words for Contextual Bias Speech Recognition Interspeech 2025 Re-Cent: A Relation-Centric Framework for Joint Zero-Shot Relation Triplet Extraction COLING 2025 RedactOR: An LLM-Powered Framework for Automatic Clinical Data De-Identification ACL 2025