human preference alignment

AdaJudge: Adaptive Multi-Perspective Judging for Reward Modeling ACL 2026 Benchmarking Direct Preference Optimization for Medical Large Vision–Language Models EACL 2026 Improving Text-to-Image Generation with Intrinsic Self-Confidence Rewards CVPR 2026 Multi-level Causal LLM-based Text-to-Motion Generation with Human Alignment CVPR 2026 Omni-RewardBench: Toward a Comprehensive Evaluation of Generative Reward Models Across Modalities ACL 2026 Putting HUMANS first: Efficient LAM Evaluation with Human Preference Alignment ACL 2026 Teach a Reward Model to Correct Itself: Reward Guided Adversarial Failure Discovery for Robust Reward Modeling ACL 2026 Towards Fine-Grained Attribution: Instance-Aware Preference Optimization for Aligning Diffusion Models CVPR 2026 ALERT: An LLM-powered Benchmark for Automatic Evaluation of Recommendation Explanations NAACL 2025 Alleviating Shifted Distribution in Human Preference Alignment through Meta-Learning AAAI 2025 Capturing Nuanced Preferences: Preference-Aligned Distillation for Small Language Models ACL 2025 CHATS: Combining Human-Aligned Optimization and Test-Time Sampling for Text-to-Image Generation ICML 2025 CodeArena: Evaluating and Aligning CodeLLMs on Human Preference EMNLP 2025 Co-Eval: Augmenting LLM-based Evaluation with Machine Metrics EMNLP 2025 Curriculum Direct Preference Optimization for Diffusion and Consistency Models CVPR 2025 DreamAlign: Dynamic Text-to-3D Optimization with Human Preference Alignment AAAI 2025 DSPO: Direct Score Preference Optimization for Diffusion Model Alignment ICLR 2025 Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation CVPR 2025 Generalizing Alignment Paradigm of Text-to-Image Generation with Preferences Through f-Divergence Minimization AAAI 2025 HPS: Hard Preference Sampling for Human Preference Alignment ICML 2025 Is my Meeting Summary Good? Estimating Quality with a Multi-LLM Evaluator COLING 2025 Language Models as Implicit Tree Search ICML 2025 Multimodal LLMs as Customized Reward Models for Text-to-Image Generation ICCV 2025 Northeastern Uni at Multilingual Counterspeech Generation: Enhancing Counter Speech Generation with LLM Alignment through Direct Preference Optimization COLING 2025 OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference ACL 2025