named entity recognition

Re-identification of De-identified Documents with Autoregressive Infilling ACL 2025 Resource-Efficient Anonymization of Textual Data via Knowledge Distillation from Large Language Models COLING 2025 Retrieval Augmented Instruction Tuning for Open NER with Large Language Models COLING 2025 RoBGuard: Enhancing LLMs to Assess Risk of Bias in Clinical Trial Documents COLING 2025 SabiYarn: Advancing Low Resource Languages with Multitask NLP Pretraining ACL 2025 SciNLP: A Domain-Specific Benchmark for Full-Text Scientific Entity and Relation Extraction in NLP EMNLP 2025 Seeds of Discourse: A Multilingual Corpus of Direct Quotations from African Media on Agricultural Biotechnologies NAACL 2025 SEKE: Specialised Experts for Keyword Extraction EMNLP 2025 Selecting and Merging: Towards Adaptable and Scalable Named Entity Recognition with Large Language Models ACL 2025 Shared Heritage, Distinct Writing: Rethinking Resource Selection for East Asian Historical Documents IJCNLP 2025 Shared Task at Biolaysumm2025 : Extract then summarize approach Augmented with UMLS based Definition Retrieval for Lay Summary generation. ACL 2025 silp_nlp at SemEval-2025 Task 2: An Effect of Entity Awareness in Machine Translation Using LLM SemEval 2025 Simple Named Entity Recognition (NER) System with RoBERTa for Ancient Chinese NAACL 2025 SlavicNLP 2025 Shared Task: Detection and Classification of Persuasion Techniques in Parliamentary Debates and Social Media ACL 2025 SLENDER: Structured Outputs for SLM-based NER in Low-Resource Englishes ACL 2025 SMAFIRA Shared Task at the BioNLP’2025 Workshop: Assessing the Similarity of the Research Goal ACL 2025 Small Language Model Makes an Effective Long Text Extractor AAAI 2025 Small Models, Big Impact: Efficient Corpus and Graph-Based Adaptation of Small Multilingual Language Models for Low-Resource Languages ACL 2025 SMARTMiner: Extracting and Evaluating SMART Goals from Low-Resource Health Coaching Notes EMNLP 2025 SNaRe: Domain-aware Data Generation for Low-Resource Event Detection EMNLP 2025 SOMD2025: A Challenging Shared Tasks for Software Related Information Extraction ACL 2025 SOMD 2025: Fine-tuning ModernBERT for In- and Out-of-Distribution NER and Relation Extraction of Software Mentions in Scientific Texts ACL 2025 Span Labeling with Large Language Models: Shell vs. Meat ACL 2025 Speaker Identification and Dataset Construction Using LLMs: A Case Study on Japanese Narratives NAACL 2025 SPY: Enhancing Privacy with Synthetic PII Detection Dataset NAACL 2025