named entity recognition

BhashaSetu: Cross-Lingual Knowledge Transfer from High-Resource to Extreme Low-Resource Languages IJCNLP 2025 Biodiversity ambition analysis with Large Language Models ACL 2025 BIOPSY - Biomarkers In Oncology: Pipeline for Structured Yielding EMNLP 2025 Boosting Short Text Classification with Multi-Source Information Exploration and Dual-Level Contrastive Learning AAAI 2025 Bratly: A Python Extension for BRAT Functionalities EMNLP 2025 Bridging the Gap: Efficient Cross-Lingual NER in Low-Resource Financial Domain COLING 2025 Bridging the Gap: Instruction-Tuned LLMs for Scientific Named Entity Recognition AACL 2025 BuDDIE: A Business Document Dataset for Multi-task Information Extraction COLING 2025 BVSLP: Machine Translation Using Linguistic Embellishments for IndicMT Shared Task 2025 EMNLP 2025 Can LLMs be Good Graph Judge for Knowledge Graph Construction? EMNLP 2025 Can LLMs Learn from Their Mistakes? Self-Correcting Instruction Tuning for Named Entity Recognition IJCNLP 2025 Challenges in Processing Chinese Texts Across Genres and Eras EMNLP 2025 CharMoral: A Character Morality Dataset for Morally Dynamic Character Analysis in Long-Form Narratives COLING 2025 CLASSER: Cross-lingual Annotation Projection enhancement through Script Similarity for Fine-grained Named Entity Recognition IJCNLP 2025 ClimateIE: A Dataset for Climate Science Information Extraction ACL 2025 CoAM: Corpus of All-Type Multiword Expressions ACL 2025 Cognate and Contact-Induced Transfer Learning for Hamshentsnag: A Low-Resource and Endangered Language NAACL 2025 Cognitive Geographies of Catastrophe Narratives: Georeferenced Interview Transcriptions as Language Resource for Models of Forced Displacement COLING 2025 COGUMELO at SemEval-2025 Task 3: A Synthetic Approach to Detecting Hallucinations in Language Models based on Named Entity Recognition SemEval 2025 COMI-LINGUA: Expert Annotated Large-Scale Dataset for Multitask NLP in Hindi-English Code-Mixing EMNLP 2025 COMM: Concentrated Margin Maximization for Robust Document-Level Relation Extraction AAAI 2025 Construction of NER Model in Ancient Chinese: Solution of EvaHan 2025 Challenge NAACL 2025 Converting Annotated Clinical Cases into Structured Case Report Forms ACL 2025 Cost-Effective E-Commerce Catalog Translation at Scale Ensuring Named Entity Protection EMNLP 2025 CROSSAGENTIE: Cross-Type and Cross-Task Multi-Agent LLM Collaboration for Zero-Shot Information Extraction ACL 2025