Named Entity Recognition using Sliding Window Approach
This work introduces an inference-only pipeline that extends a frozen NER model, MahaNER-BERT, fine-tuned on the MahaNER corpus, to document-level prediction via overlapping sliding windows that are merged into a single annotation, without any retraining or architectural change.
Hariom Ingle, Ronit Ghode, Ishwari Gondkar et al.
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