conftrace_

preference modeling

103 papers

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Co-occurring keywords · papers mentioning both

large language model (27) reward model (16) reinforcement learning from human feedback (13) preference learning (12) human preference (9) recommender system (9) reward modeling (9) reinforcement learning (8) human feedback (7) language model (6)

Papers

HyperCRS: Hypergraph-Aware Multi-Grained Preference Learning to Burst Filter Bubbles in Conversational Recommendation System ACL 2025 Improve LLM-as-a-Judge Ability as a General Ability EMNLP 2025 Improving LLM-as-a-Judge Inference with the Judgment Distribution EMNLP 2025 Integrating Group-based Preferences from Coarse to Fine for Cold-start Users Recommendation COLING 2025 Interpreting Language Reward Models via Contrastive Explanations ICLR 2025 Inverse Constitutional AI: Compressing Preferences into Principles ICLR 2025 JuStRank: Benchmarking LLM Judges for System Ranking ACL 2025 LaMP-Val: Large Language Models Empower Personalized Valuation in Auction EMNLP 2025 Latent Preference Coding: Aligning Large Language Models via Discrete Latent Codes ICML 2025 LLM-based Conversational Recommendation Agents with Collaborative Verbalized Experience EMNLP 2025 Lost in the Context: Insufficient and Distracted Attention to Contexts in Preference Modeling ACL 2025 Minority-Aware Satisfaction Estimation in Dialogue Systems via Preference-Adaptive Reinforcement Learning IJCNLP 2025 Multi-Domain Explainability of Preferences EMNLP 2025 NL2Lean: Translating Natural Language into Lean 4 through Multi-Aspect Reinforcement Learning EMNLP 2025 Optimal Transport Alignment of User Preferences from Ratings and Texts UAI 2025 PAL: Sample-Efficient Personalized Reward Modeling for Pluralistic Alignment ICLR 2025 Personal Travel Solver: A Preference-Driven LLM-Solver System for Travel Planning ACL 2025 Preference-based Deep Reinforcement Learning for Historical Route Estimation IJCAI 2025 PRIORITY2REWARD: Incorporating Healthworker Preferences for Resource Allocation Planning AAAI 2025 ReasoningRec: Bridging Personalized Recommendations and Human-Interpretable Explanations through LLM Reasoning NAACL 2025 Refining Text Generation for Realistic Conversational Recommendation via Direct Preference Optimization EMNLP 2025 Seeing Eye to AI: Human Alignment via Gaze-Based Response Rewards for Large Language Models ICLR 2025 SPICA: Retrieving Scenarios for Pluralistic In-Context Alignment ACL 2025 Value-Spectrum: Quantifying Preferences of Vision-Language Models via Value Decomposition in Social Media Contexts ACL 2025 A Survey on Cross-Domain Sequential Recommendation IJCAI 2024