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cs.IR2026
MATRAG: Multi-Agent Transparent Retrieval-Augmented Generation for Explainable Recommendations
Sushant Mehta
Large Language Model (LLM)-based recommendation systems have demonstrated remarkable capabilities in understanding user preferences and generating personalized suggestions. However…
cs.IR2026
HELM: A Human-Centered Evaluation Framework for LLM-Powered Recommender Systems
Sushant Mehta
The integration of Large Language Models (LLMs) into recommendation systems has introduced unprecedented capabilities for natural language understanding, explanation generation, an…