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Research#LLM, Recommendation🔬 ResearchAnalyzed: Jan 10, 2026 12:05

LLM-Powered Recommendation: A New Approach for Emerging Items

Published:Dec 11, 2025 07:36
1 min read
ArXiv

Analysis

This ArXiv paper explores the application of Large Language Models (LLMs) to enhance representation learning for recommending new or infrequently seen items. The study's focus on emerging items suggests addressing the cold-start problem, a common challenge in recommendation systems.
Reference

The paper leverages LLMs for item recommendation.