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Gaurav Nautiyal

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#natural language process... Preprint Sep 2026

ChunkRank: Model-Aware Text Chunking and Abstention-Aware Answer Selection for LLM Pipelines

We present ChunkRank, an open-source Python library that derives chunk boundaries from a target model's tokenizer and context window, and selects an answer among candidates produced independently per chunk. It ships a validated registry of 90 models across 15 providers and six answer-selection methods, and needs only t...

Amit Nautiyal, Ayush Bhatt, Gaurav Nautiyal · 0 citations

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