reinforcement learning from human feedback

Align-Pro: A Principled Approach to Prompt Optimization for LLM Alignment AAAI 2025 Alleviating Shifted Distribution in Human Preference Alignment through Meta-Learning AAAI 2025 An Evolutionary Perspective on AI Alignment (Student Abstract) AAAI 2025 APLOT: Robust Reward Modeling via Adaptive Preference Learning with Optimal Transport EMNLP 2025 Are the Values of LLMs Structurally Aligned with Humans? A Causal Perspective ACL 2025 A Shared Low-Rank Adaptation Approach to Personalized RLHF AISTATS 2025 As Simple as Fine-tuning: LLM Alignment via Bidirectional Negative Feedback Loss ICLR 2025 Asynchronous RLHF: Faster and More Efficient Off-Policy RL for Language Models ICLR 2025 A Systematic Analysis of Base Model Choice for Reward Modeling EMNLP 2025 A Theoretical Framework for Partially-Observed Reward States in RLHF ICLR 2025 AutoAlign: Get Your LLM Aligned with Minimal Annotations ACL 2025 Axioms for AI Alignment from Human Feedback AAAI 2025 BackMATH: Towards Backward Reasoning for Solving Math Problems Step by Step COLING 2025 Beyond Excess and Deficiency: Adaptive Length Bias Mitigation in Reward Models for RLHF NAACL 2025 Bi-Factorial Preference Optimization: Balancing Safety-Helpfulness in Language Models ICLR 2025 Binary Classifier Optimization for Large Language Model Alignment ACL 2025 BLCU-ICALL at BEA 2025 Shared Task: Multi-Strategy Evaluation of AI Tutors ACL 2025 BOND: Aligning LLMs with Best-of-N Distillation ICLR 2025 Bootstrapping Language Models with DPO Implicit Rewards ICLR 2025 CareBot: A Pioneering Full-Process Open-Source Medical Language Model AAAI 2025 CARMO: Dynamic Criteria Generation for Context Aware Reward Modelling ACL 2025 Collab: Controlled Decoding using Mixture of Agents for LLM Alignment ICLR 2025 Common Learning Constraints Alter Interpretations of Direct Preference Optimization AISTATS 2025 Comparing Bad Apples to Good Oranges Aligning Large Language Models via Joint Preference Optimization ACL 2025 ComPO: Community Preferences for Language Model Personalization NAACL 2025