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Author

Digbalay Bose

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#natural language process... Preprint Oct 2026

Do LLM Tutors Actually Teach? A Process-Centered Synthesis of the Tutoring Loop

It is argued that progress requires validating the interfaces between tutoring stages, not only improving individual components, and that progress requires validating the interfaces between tutoring stages, not only improving individual components.

Sayantan Adak, Rima Hazra, Koyel Mukherjee et al. · 0 citations
Book Open access Aug 2026

Diagnosing Evidence Utilization in Multimodal Document Question Answering

Recent Multimodal Large Language Models (MLLMs) support retrieval-augmented generation (RAG) for document question answering (QA), yet it remains unclear how effectively they use the provided evidence during answer generation. In this work, we conduct a controlled empirical study of 7 popular MLLMs on long multimodal m...

Debolena Basak, Digbalay Bose, Koustava Goswami et al. · 0 citations

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