← Applications
Natural Language Processing › Applications ›

Named Entity Recognition

1215 directly classified papers

Papers per year

Papers

Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance Domain COLING 2025
Financial Named Entity Recognition: How Far Can LLM Go? COLING 2025
AMWAL: Named Entity Recognition for Arabic Financial News COLING 2025
FinMind-Y-Me at the Regulations Challenge Task: Financial Mind Your Meaning based on THaLLE COLING 2025
NakbaTR: A Turkish NER Dataset for Nakba Narratives 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
Add Noise, Tasks, or Layers? MaiNLP at the VarDial 2025 Shared Task on Norwegian Dialectal Slot and Intent Detection 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
CUFE@VarDial 2025 NorSID: Multilingual BERT for Norwegian Dialect Identification and Intent Detection COLING 2025
LLMs are Better Than You Think: Label-Guided In-Context Learning for Named Entity Recognition EMNLP 2025
FaBERT: Pre-training BERT on Persian Blogs NAACL 2025
Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks NAACL 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
Beyond statistical significance: Quantifying uncertainty and statistical variability in multilingual and multitask NLP evaluation IJCNLP 2025
Multi-Domain Ancient Chinese Named Entity Recognition Based on Attention-Enhanced Pre-trained Language Model NAACL 2025
MedPath: Multi-Domain Cross-Vocabulary Hierarchical Paths for Biomedical Entity Linking IJCNLP 2025
A Low-Shot Prompting Approach to Lemmatization in the EvaCun 2025 Shared Task NAACL 2025
Enhancing NER Performance in Low-Resource Pakistani Languages using Cross-Lingual Data Augmentation NAACL 2025
Multi-BERT: Leveraging Adapters for Low-Resource Multi-Domain Adaptation NAACL 2025
SubRegWeigh: Effective and Efficient Annotation Weighing with Subword Regularization COLING 2025
Large Margin Representation Learning for Robust Cross-lingual Named Entity Recognition ACL 2025
Extracting Software Mentions and Relations using Transformers and LLM-Generated Synthetic Data at SOMD 2025 ACL 2025