preference optimization

ACECODER: Acing Coder RL via Automated Test-Case Synthesis ACL 2025 A Common Pitfall of Margin-based Language Model Alignment: Gradient Entanglement ICLR 2025 A Comprehensive Survey on Learning from Rewards for Large Language Models: Reward Models and Learning Strategies EMNLP 2025 Activation Steering Meets Preference Optimization: Defense Against Jailbreaks in Vision Language Model ACML 2025 Adaptive Preference Optimization with Uncertainty-aware Utility Anchor EMNLP 2025 Addressing Concept Mislabeling in Concept Bottleneck Models Through Preference Optimization ICML 2025 Advancing Audio-Based Text Generation with Imbalance Preference Optimization AAAI 2025 Advancing Language Models through Instruction Tuning: Recent Progress and Challenges EMNLP 2025 Advancing Zero-shot Text-to-Speech Intelligibility across Diverse Domains via Preference Alignment ACL 2025 AIGI-Holmes: Towards Explainable and Generalizable AI-Generated Image Detection via Multimodal Large Language Models ICCV 2025 Aligning to What? Limits to RLHF Based Alignment NAACL 2025 Alternate Preference Optimization for Unlearning Factual Knowledge in Large Language Models COLING 2025 Annotation-Efficient Language Model Alignment via Diverse and Representative Response Texts EMNLP 2025 Antidote: A Unified Framework for Mitigating LVLM Hallucinations in Counterfactual Presupposition and Object Perception CVPR 2025 A Practical Analysis of Human Alignment with *PO NAACL 2025 Atomic Consistency Preference Optimization for Long-Form Question Answering IJCNLP 2025 Atyaephyra at SemEval-2025 Task 4: Low-Rank Negative Preference Optimization SemEval 2025 AutoMixAlign: Adaptive Data Mixing for Multi-Task Preference Optimization in LLMs ACL 2025 Beyond Binary Preferences: Semi-Online Label-Free GRACE-KTO with Group-Wise Adaptive Calibration for High-Quality Long-Text Generation EMNLP 2025 Bi-Factorial Preference Optimization: Balancing Safety-Helpfulness in Language Models ICLR 2025 Boosting Vulnerability Detection of LLMs via Curriculum Preference Optimization with Synthetic Reasoning Data ACL 2025 BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment NAACL 2025 Calibrated Multi-Preference Optimization for Aligning Diffusion Models CVPR 2025 CARMO: Dynamic Criteria Generation for Context Aware Reward Modelling ACL 2025 CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL ICLR 2025