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Pravangkar Boruah

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Review Open access Sep 2026

AI-Driven Agricultural Advisory and Diagnostic Systems for Smallholder Farming: Technical Architectures, Evidence and Deployment Priorities for North-East India

Artificial intelligence (AI) is being introduced into agricultural advisory services through machine learning, computer vision, conversational large language models, retrieval-augmented generation and multimodal interfaces. For smallholder farming, the central question is not whether these technologies can produce tech...

Pravangkar Boruah, R. Bania · 0 citations
#large language models Open access Oct 2026

A Lightweight Hybrid Framework for Detecting AI-Generated Scientific Text Using Multi-granularity Features and Language-Model Surprisal

This study presents a lightweight hybrid framework that combines word-level TF–IDF features using 1–3-grams, character-level TF–IDF features using 3–6-grams, calibrated linear classification, and GPT-2-based language-model surprisal through a weighted ensemble to demonstrate the potential of combining multi-granularity...

Pravangkar Boruah · 0 citations

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