user preference

LLMs + Persona-Plug = Personalized LLMs ACL 2025 LOTUS: A Leaderboard for Detailed Image Captioning from Quality to Societal Bias and User Preferences ACL 2025 MAPS: Motivation-Aware Personalized Search via LLM-Driven Consultation Alignment ACL 2025 Mind the Gap: Static and Interactive Evaluations of Large Audio Models ACL 2025 MSR: A Multifaceted Self-Retrieval Framework for Microscopic Cascade Prediction AAAI 2025 My LLM might Mimic AAE - But When Should It? NAACL 2025 Open-Set Living Need Prediction with Large Language Models ACL 2025 PersonaLens: A Benchmark for Personalization Evaluation in Conversational AI Assistants ACL 2025 Personality Matters: User Traits Predict LLM Preferences in Multi-Turn Collaborative Tasks EMNLP 2025 Personalized LLM Decoding via Contrasting Personal Preference EMNLP 2025 Personalized Preference Fine-tuning of Diffusion Models CVPR 2025 PersonalLLM: Tailoring LLMs to Individual Preferences ICLR 2025 PEToolLLM: Towards Personalized Tool Learning in Large Language Models ACL 2025 Preference Identification by Interaction Overlap for Bundle Recommendation IJCAI 2025 ReasoningRec: Bridging Personalized Recommendations and Human-Interpretable Explanations through LLM Reasoning NAACL 2025 Robust Graph Based Social Recommendation Through Contrastive Multi-View Learning AAAI 2025 SIGMA: Selective Gated Mamba for Sequential Recommendation AAAI 2025 SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation ICCV 2025 SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs ACL 2025 Towards Unbiased Information Extraction and Adaptation in Cross-Domain Recommendation AAAI 2025 UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models NAACL 2025 UCTG: A Unified Controllable Text Generation Framework for Query Auto-Completion COLING 2025 User Feedback Alignment for LLM-powered Exploration in Large-scale Recommendation Systems ACL 2025 Aligning LLM Agents by Learning Latent Preference from User Edits NeurIPS 2024 Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning EMNLP 2024