conftrace_

preference modeling

93 papers

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Co-occurring keywords

large language model (13587) reward model (276) reinforcement learning from human feedback (278) preference learning (418) recommender system (534) reinforcement learning (4352) human preference (124) reward modeling (164) human feedback (161) language model (4599)

Papers

SparseRM: A Lightweight Preference Modeling with Sparse Autoencoder AAAI 2026
Bias Fitting to Mitigate Length Bias of Reward Model in RLHF ACL 2026
QueryAligner: Customizing User Query to Match LLMs Preferences for Better Intent Recognition AAAI 2026
GEM: Generative Entropy-Guided Preference Modeling for Few-Shot Alignment of LLMs AAAI 2026
GRAVITY: A Framework for Personalized Text Generation via Profile-Grounded Synthetic Preferences EACL 2026
Quantifying the Potential to Escape Filter Bubbles: A Behavior-Aware Measure via Contrastive Simulation AAAI 2026
Think-J: Learning to Think for Generative LLM-as-a-Judge AAAI 2026
SharedRep-RLHF: A Shared Representation Approach to RLHF with Diverse Preferences AAAI 2026
ReflectRM: Boosting Generative Reward Models via Self-Reflection within a Unified Judgment Framework ACL 2026
Improving LLM-as-a-Judge Inference with the Judgment Distribution EMNLP 2025
Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward NAACL 2025
Beyond Excess and Deficiency: Adaptive Length Bias Mitigation in Reward Models for RLHF NAACL 2025
ReasoningRec: Bridging Personalized Recommendations and Human-Interpretable Explanations through LLM Reasoning NAACL 2025
LLM-based Conversational Recommendation Agents with Collaborative Verbalized Experience EMNLP 2025
Decision-Aware Preference Modeling for Multi-Behavior Recommendation IJCAI 2025
Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter EMNLP 2025
Integrating Group-based Preferences from Coarse to Fine for Cold-start Users Recommendation COLING 2025
A Text-Based Recommender System that Leverages Explicit Affective State Preferences EMNLP 2025
Improve LLM-as-a-Judge Ability as a General Ability EMNLP 2025
Refining Text Generation for Realistic Conversational Recommendation via Direct Preference Optimization EMNLP 2025
HPSv3: Towards Wide-Spectrum Human Preference Score ICCV 2025
Counterfactual Task-augmented Meta-learning for Cold-start Sequential Recommendation AAAI 2025
PRIORITY2REWARD: Incorporating Healthworker Preferences for Resource Allocation Planning AAAI 2025
Minority-Aware Satisfaction Estimation in Dialogue Systems via Preference-Adaptive Reinforcement Learning IJCNLP 2025
SPICA: Retrieving Scenarios for Pluralistic In-Context Alignment ACL 2025