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Named Entity Recognition

1215 directly classified papers

Papers per year

Papers

ABDUL: A New Approach to Build Language Models for Dialects Using Formal Language Corpora Only NAACL 2025
An evaluation of Named Entity Recognition tools for detecting person names in philosophical text NAACL 2025
Named Entity Recognition for the Irish Language NAACL 2025
LLMs are Better Than You Think: Label-Guided In-Context Learning for Named Entity Recognition EMNLP 2025
Improving Named Entity Recognition for Low-Resource Languages Using Large Language Models: A Ukrainian Case Study ACL 2025
UnCo: Uncertainty-Driven Collaborative Framework of Large and Small Models for Grounded Multimodal NER EMNLP 2025
From In-Distribution to Out-of-Distribution: Joint Loss for Improving Generalization in Software Mention and Relation Extraction ACL 2025
Mahānāma: A Unique Testbed for Literary Entity Discovery and Linking EMNLP 2025
NakbaTR: A Turkish NER Dataset for Nakba Narratives COLING 2025
ClimateIE: A Dataset for Climate Science Information Extraction ACL 2025
GuideNER: Annotation Guidelines Are Better than Examples for In-Context Named Entity Recognition AAAI 2025
Entity Decomposition with Filtering: A Zero-Shot Clinical Named Entity Recognition Framework NAACL 2025
FinMind-Y-Me at the Regulations Challenge Task: Financial Mind Your Meaning based on THaLLE COLING 2025
Extracting Software Mentions and Relations using Transformers and LLM-Generated Synthetic Data at SOMD 2025 ACL 2025
SOMD 2025: Fine-tuning ModernBERT for In- and Out-of-Distribution NER and Relation Extraction of Software Mentions in Scientific Texts ACL 2025
MedLinkDE – MedDRA Entity Linking for German with Guided Chain of Thought Reasoning EMNLP 2025
Improving Low-Resource Sequence Labeling with Knowledge Fusion and Contextual Label Explanations EMNLP 2025
AMWAL: Named Entity Recognition for Arabic Financial News COLING 2025
In-Context Learning on a Budget: A Case Study in Token Classification NAACL 2025
LLM’s Weakness in NER Doesn’t Stop It from Enhancing a Stronger SLM NAACL 2025
Findings of the VarDial Evaluation Campaign 2025: The NorSID Shared Task on Norwegian Slot, Intent and Dialect Identification COLING 2025
Leveraging Machine-Generated Data for Joint Intent Detection and Slot Filling in Bangla: A Resource-Efficient Approach COLING 2025
1-800-SHARED-TASKS@NLU of Devanagari Script Languages 2025: Detection of Language, Hate Speech, and Targets using LLMs COLING 2025
Automating Annotation Guideline Improvements using LLMs: A Case Study COLING 2025
Beyond Base Predictors: Using LLMs to Resolve Ambiguities in Akkadian Lemmatization NAACL 2025