preference alignment

ACRM: Multi-Agent Trajectory Learning for Automated Credit Risk Model Refreshing in Production ACL 2026 Aligning Generative Music AI with Human Preferences: Methods and Challenges AAAI 2026 AlignSurvey: A Comprehensive Benchmark for Human Preferences Alignment in Social Surveys AAAI 2026 A Multi-Agent Conversational Bandit Approach to Online Evaluation and Selection of User-Aligned LLM Responses AAAI 2026 BeautyGRPO: Aesthetic Alignment for Face Retouching via Dynamic Path Guidance and Fine-Grained Preference Modeling CVPR 2026 CATCH: A Controllable Theme Detection Framework with Contextualized Clustering and Hierarchical Generation AAAI 2026 CONGRAD: Conflicting Gradient Filtering for Multilingual Preference Alignment EACL 2026 ConsistRM: Improving Generative Reward Models via Consistency-Aware Self-Training ACL 2026 CrisiText: A dataset of warning messages for LLM training in emergency communication EACL 2026 Drive My Way: Preference Alignment of Vision-Language-Action Model for Personalized Driving CVPR 2026 DUAL RM: Beyond Rule-based Preference Reward Modeling via Meta-Reward ACL 2026 DynamicsBoost: Dynamic Plausible Video Generation via Annotation-Free Continuation Preference Optimization CVPR 2026 Efficient Preference Alignment via Pareto Exploration (Student Abstract) AAAI 2026 Enhancing Stability and Fidelity for Zero-Shot TTS with a Multi-Level Evaluator AAAI 2026 Evaluating Language Model Pluralism through In-the-wild Crowd Discussions ACL 2026 Fine-Grained GRPO for Precise Preference Alignment in Flow Models CVPR 2026 From 1,000,000 Users to Every User: Scaling Up Personalized Preference for User-level Alignment ACL 2026 Fusion in Your Way: Aligning Image Fusion with Heterogeneous Demands via Direct Preference Optimization CVPR 2026 IceBreaker for Conversational Agents: Breaking the First-Message Barrier with Personalized Starters ACL 2026 LifeAlign: Lifelong Alignment for Large Language Models with Memory-Augmented Focalized Preference Optimization AAAI 2026 Mirroring Users: Towards Building Preference-aligned User Simulator with User Feedback in Recommendation ACL 2026 Multi-Metric Preference Alignment for Generative Speech Restoration AAAI 2026 OmniDPO: A Preference Optimization Framework to Address Omni-Modal Hallucination AAAI 2026 PC-Flow: Preference Alignment in Flow Matching via Classifier AAAI 2026 PhyCritic: Multimodal Critic Models for Physical AI CVPR 2026