conftrace_

reinforcement learning from human feedback

278 papers

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Co-occurring keywords

large language model (13587) reward model (276) reinforcement learning (4352) direct preference optimization (332) language model alignment (142) reward modeling (164) human feedback (161) preference learning (418) model alignment (226) language model (4599)

Papers

Efficient and Robust Reinforcement Learning from Human Feedback AAAI 2025
Alleviating Shifted Distribution in Human Preference Alignment through Meta-Learning AAAI 2025
RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data AAAI 2025
FRACTAL: Fine-Grained Scoring from Aggregate Text Labels ACL 2025
Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement ACL 2025
T-REG: Preference Optimization with Token-Level Reward Regularization ACL 2025
PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment ACL 2025
CARMO: Dynamic Criteria Generation for Context Aware Reward Modelling ACL 2025
AceMath: Advancing Frontier Math Reasoning with Post-Training and Reward Modeling ACL 2025
MWPO: Enhancing LLMs Performance through Multi-Weight Preference Strength and Length Optimization ACL 2025
Are the Values of LLMs Structurally Aligned with Humans? A Causal Perspective ACL 2025
Enhancing Persona Consistency for LLMs’ Role-Playing using Persona-Aware Contrastive Learning ACL 2025
Aligning to What? Limits to RLHF Based Alignment NAACL 2025
Sequence to Sequence Reward Modeling: Improving RLHF by Language Feedback AAAI 2025
Align-Pro: A Principled Approach to Prompt Optimization for LLM Alignment AAAI 2025
MetaAlign: Align Large Language Models with Diverse Preferences during Inference Time NAACL 2025
From Lists to Emojis: How Format Bias Affects Model Alignment ACL 2025
Data with High and Consistent Preference Difference Are Better for Reward Model AAAI 2025
Exploring Intrinsic Alignments Within Text Corpus AAAI 2025
Rethinking Reward Model Evaluation Through the Lens of Reward Overoptimization ACL 2025
Multi-Reference Preference Optimization for Large Language Models AAAI 2025
MR. Judge: Multimodal Reasoner as a Judge EMNLP 2025
Sources of Disagreement in Data for LLM Instruction Tuning COLING 2025
Curiosity-Driven Reinforcement Learning from Human Feedback ACL 2025
Understanding Impact of Human Feedback via Influence Functions ACL 2025