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cs.CL2026
Named Entity Recognition using Sliding Window Approach
Hariom Ingle, Ronit Ghode, Ishwari Gondkar +3
Named Entity Recognition (NER) is a core NLP task, but transformer-based sentence-level models struggle with long documents because of fixed input-length limits: truncation drops c…
cs.CL2026
BERT-based Models vs. Large Language Models for Low-Resource Named Entity Recognition: A Comparative Study on Marathi
Hariom Ingle, Ronit Ghode, Ishwari Gondkar +2
Named Entity Recognition (NER) for low-resource languages such as Marathi remains a challenging task due to limited annotated resources and linguistic complexity. Although recent L…