Uttam U. Deshpande

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

Recent advancements in Question Answering (QA) methods on resource-rich languages have significantly improved answer accuracy and contextual understanding performance. However, extending these capabilities to low-resource Indic languages remains a persistent challenge. This study...

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

The use of agentic Artificial Intelligence (AI) techniques in educational settings has significantly transformed teaching methods, leading to the development of an intelligent system that can recognise and respond to students’ emotional states in real-time. Since multimodal Emoti...