preference learning

Aligner: Efficient Alignment by Learning to Correct NeurIPS 2024 Aligning Large Language Models by On-Policy Self-Judgment ACL 2024 Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms NeurIPS 2024 An Offline Adaptation Framework for Constrained Multi-Objective Reinforcement Learning NeurIPS 2024 A Preference-driven Paradigm for Enhanced Translation with Large Language Models NAACL 2024 Are U a Joke Master? Pun Generation via Multi-Stage Curriculum Learning towards a Humor LLM ACL 2024 Are You Sure? Rank Them Again: Repeated Ranking For Better Preference Datasets EMNLP 2024 Automated Multi-level Preference for MLLMs NeurIPS 2024 Automatic Pair Construction for Contrastive Post-training NAACL 2024 Bandits with Preference Feedback: A Stackelberg Game Perspective NeurIPS 2024 Be Helpful but Don’t Talk too Much - Enhancing Helpfulness in Conversations through Relevance in Multi-Turn Emotional Support EMNLP 2024 Boosting Text-to-Video Generative Model with MLLMs Feedback NeurIPS 2024 Chain of Hindsight aligns Language Models with Feedback ICLR 2024 Conditions on Preference Relations that Guarantee the Existence of Optimal Policies AISTATS 2024 Continual Multi-Objective Reinforcement Learning via Reward Model Rehearsal IJCAI 2024 Contrastive Preference Learning for Neural Machine Translation NAACL 2024 Contrastive Preference Learning: Learning from Human Feedback without Reinforcement Learning ICLR 2024 Course-Correction: Safety Alignment Using Synthetic Preferences EMNLP 2024 CURATRON: Complete and Robust Preference Data for Rigorous Alignment of Large Language Models NAACL 2024 Decoding-Time Language Model Alignment with Multiple Objectives NeurIPS 2024 Deep Submodular Peripteral Networks NeurIPS 2024 Differentially Private Reward Estimation with Preference Feedback AISTATS 2024 Direct Large Language Model Alignment Through Self-Rewarding Contrastive Prompt Distillation ACL 2024 Direct Preference-Based Evolutionary Multi-Objective Optimization with Dueling Bandits NeurIPS 2024 Direct Preference Optimization with an Offset ACL 2024