← Applications
Natural Language Processing › Applications ›

Named Entity Recognition

1215 directly classified papers

Papers per year

Papers

LingVarBench: Benchmarking LLMs on Entity Recognitions and Linguistic Verbalization Patterns in Phone-Call Transcripts EACL 2026
FiNERweb: Datasets and Artifacts for Scalable Multilingual Named Entity Recognition EACL 2026
MMUIE: Massive Multi-Domain Universal Information Extraction for Long Documents EACL 2026
When Speed Meets Intelligence: Scalable Conversational NER in an Ever-evolving World EACL 2026
Mind Your Steps in Biomedical Named Entity Recognition: First Extract, Tag Afterwards EACL 2026
Bridging the Gap: Efficient Cross-Lingual NER in Low-Resource Financial Domain COLING 2025
Construction of NER Model in Ancient Chinese: Solution of EvaHan 2025 Challenge NAACL 2025
LLM’s Weakness in NER Doesn’t Stop It from Enhancing a Stronger SLM NAACL 2025
CUFE@VarDial 2025 NorSID: Multilingual BERT for Norwegian Dialect Identification and Intent Detection COLING 2025
Add Noise, Tasks, or Layers? MaiNLP at the VarDial 2025 Shared Task on Norwegian Dialectal Slot and Intent Detection COLING 2025
Exploring the Application of 7B LLMs for Named Entity Recognition in Chinese Ancient Texts NAACL 2025
Overview of EvaHan2025: The First International Evaluation on Ancient Chinese Named Entity Recognition NAACL 2025
Beyond statistical significance: Quantifying uncertainty and statistical variability in multilingual and multitask NLP evaluation IJCNLP 2025
BhashaSetu: Cross-Lingual Knowledge Transfer from High-Resource to Extreme Low-Resource Languages IJCNLP 2025
GPT-NER: Named Entity Recognition via Large Language Models NAACL 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
NakbaTR: A Turkish NER Dataset for Nakba Narratives COLING 2025
1-800-SHARED-TASKS@NLU of Devanagari Script Languages 2025: Detection of Language, Hate Speech, and Targets using LLMs COLING 2025
Findings of the VarDial Evaluation Campaign 2025: The NorSID Shared Task on Norwegian Slot, Intent and Dialect Identification COLING 2025
LTG at VarDial 2025 NorSID: More and Better Training Data for Slot and Intent Detection COLING 2025
HiTZ at VarDial 2025 NorSID: Overcoming Data Scarcity with Language Transfer and Automatic Data Annotation COLING 2025
MedPath: Multi-Domain Cross-Vocabulary Hierarchical Paths for Biomedical Entity Linking IJCNLP 2025
Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance Domain COLING 2025
Automating Annotation Guideline Improvements using LLMs: A Case Study COLING 2025