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• TALLRec: An Effective and Efficient Tuning Framework to Align Large Language Model with Recommendation
  2023 · 305 citations
• Is ChatGPT Fair for Recommendation? Evaluating Fairness in Large Language Model Recommendation
  2023 · 120 citations
• Item-side Fairness of Large Language Model-based Recommendation System
  2024 · 30 citations
• A Bi-Step Grounding Paradigm for Large Language Models in Recommendation Systems
  2023 · 7 citations
• CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation
  2023 · 5 citations
• Prospect Personalized Recommendation on Large Language Model-based Agent Platform
  2024 · 3 citations
• Decoding Matters: Addressing Amplification Bias and Homogeneity Issue for LLM-based Recommendation
  2024 · 2 citations
• Real-Time Personalization for LLM-based Recommendation with Customized In-Context Learning
  2024 · 2 citations
• Towards Sample-Efficient and Stable Reinforcement Learning for LLM-based Recommendation
  2026
• Decoding in Latent Spaces for Efficient Inference in LLM-based Recommendation