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Author

Uttam U. Deshpande

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Review Open access Aug 2026

A systematic review of multimodal emotion and sentiment analysis based agentic AI frameworks in educational systems

The overall research findings suggest a significant paradigm shift toward multimodal learning environments guided by Agentic AI, where perception, reasoning, and action are combined into a single framework for building an intelligent educational environment.

Bharati Pujari, Uttam U. Deshpande, Goh Kah Ong Michael · 0 citations
Review Open access Sep 2026

Systematic review and comparative synthesis of cross lingual question answering systems for low resource Indic languages

A systematic review of 137 shortlisted research articles reveals that the performance of a cross-lingual QA system is structurally influenced by the interaction between linguistic typology, model design, and not exclusively by model scale or architecture.

Siddesh Savant, Uttam U. Deshpande, Jovi D'Silva · 0 citations

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