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Named Entity Recognition
1215 directly classified papers
Papers per year
2012: 1
2013: 1
2016: 7
2017: 45
2018: 79
2019: 124
2020: 139
2021: 144
2022: 218
2023: 198
2024: 113
2025: 141
2026: 5
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
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