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Named Entity Recognition

1215 directly classified papers

Papers per year

Papers

Overview of EvaHan2025: The First International Evaluation on Ancient Chinese Named Entity Recognition NAACL 2025
LLM’s Weakness in NER Doesn’t Stop It from Enhancing a Stronger SLM NAACL 2025
MedPath: Multi-Domain Cross-Vocabulary Hierarchical Paths for Biomedical Entity Linking IJCNLP 2025
Named Entity Recognition in Context: Edit_Dunhuang team Technical Report for Evahan2025 NER Competition NAACL 2025
Make Good Use of GujiRoBERTa to Identify Entities in Ancient Chinese NAACL 2025
Lemmatization of Cuneiform Languages Using the ByT5 Model NAACL 2025
Leveraging Machine-Generated Data for Joint Intent Detection and Slot Filling in Bangla: A Resource-Efficient Approach COLING 2025
Multi-Domain Ancient Chinese Named Entity Recognition Based on Attention-Enhanced Pre-trained Language Model NAACL 2025
Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance Domain COLING 2025
Bridging the Gap: Efficient Cross-Lingual NER in Low-Resource Financial Domain COLING 2025
Prompting the Past: Exploring Zero-Shot Learning for Named Entity Recognition in Historical Texts Using Prompt-Answering LLMs NAACL 2025
Automating Annotation Guideline Improvements using LLMs: A Case Study COLING 2025
Cognate and Contact-Induced Transfer Learning for Hamshentsnag: A Low-Resource and Endangered Language NAACL 2025
Financial Named Entity Recognition: How Far Can LLM Go? COLING 2025
FinMind-Y-Me at the Regulations Challenge Task: Financial Mind Your Meaning based on THaLLE COLING 2025
AMWAL: Named Entity Recognition for Arabic Financial News COLING 2025
Multi-BERT: Leveraging Adapters for Low-Resource Multi-Domain Adaptation NAACL 2025
NakbaTR: A Turkish NER Dataset for Nakba Narratives COLING 2025
LTG at VarDial 2025 NorSID: More and Better Training Data for Slot and Intent Detection COLING 2025
VCRMNER: Visual Cue Refinement in Multimodal NER using CLIP Prompts COLING 2025
Findings of the VarDial Evaluation Campaign 2025: The NorSID Shared Task on Norwegian Slot, Intent and Dialect Identification COLING 2025
GPT-NER: Named Entity Recognition via Large Language Models NAACL 2025
Exploring the Application of 7B LLMs for Named Entity Recognition in Chinese Ancient Texts NAACL 2025
Beyond statistical significance: Quantifying uncertainty and statistical variability in multilingual and multitask NLP evaluation IJCNLP 2025
1-800-SHARED-TASKS@NLU of Devanagari Script Languages 2025: Detection of Language, Hate Speech, and Targets using LLMs COLING 2025