human preference alignment

Online Iterative Self-Alignment for Radiology Report Generation ACL 2025 Rethinking Reward Model Evaluation: Are We Barking up the Wrong Tree? ICLR 2025 RLHF Algorithms Ranked: An Extensive Evaluation Across Diverse Tasks, Rewards, and Hyperparameters EMNLP 2025 RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data AAAI 2025 Sequential Preference Optimization: Multi-Dimensional Preference Alignment with Implicit Reward Modeling AAAI 2025 Shallow Preference Signals: Large Language Model Aligns Even Better with Truncated Data? ACL 2025 StoryLLaVA: Enhancing Visual Storytelling with Multi-Modal Large Language Models COLING 2025 TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models ACL 2025 Aligning Diffusion Models by Optimizing Human Utility NeurIPS 2024 AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization Preference EMNLP 2024 ChiMed-GPT: A Chinese Medical Large Language Model with Full Training Regime and Better Alignment to Human Preferences ACL 2024 DRESS: Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback CVPR 2024 Eliminating Biased Length Reliance of Direct Preference Optimization via Down-Sampled KL Divergence EMNLP 2024 Enhancing Alignment using Curriculum Learning & Ranked Preferences EMNLP 2024 HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition ACL 2024 Improving Generalization of Alignment with Human Preferences through Group Invariant Learning ICLR 2024 One-Shot Safety Alignment for Large Language Models via Optimal Dualization NeurIPS 2024 PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference NeurIPS 2024 SafeSora: Towards Safety Alignment of Text2Video Generation via a Human Preference Dataset NeurIPS 2024 Self-Play Fine-tuning of Diffusion Models for Text-to-image Generation NeurIPS 2024 SpeechAlign: Aligning Speech Generation to Human Preferences NeurIPS 2024 Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems EMNLP 2024 Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models NeurIPS 2024 Deformable Mesh Transformer for 3D Human Mesh Recovery CVPR 2023 Pretraining Language Models with Human Preferences ICML 2023