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language model alignment

166 papers

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reinforcement learning from human feedback (58) large language model (52) direct preference optimization (45) preference optimization (31) reinforcement learning (31) reward model (29) preference learning (29) model alignment (25) reward modeling (23) language model (19)

Papers

Adaptive KL Control for Direct Preference Optimization in Instruction-Following LLMs AAAI 2026 ALPHA: Action-Based Learning for Pluralistic Human Alignment in Large Language Models AAAI 2026 AMaPO: Adaptive Margin-attached Preference Optimization for Language Model Alignment AAAI 2026 Bootstrapping LLMs via Preference-Based Policy Optimization AAAI 2026 Causal Direct Preference Optimization for Language Model Alignment EACL 2026 Conformal Feedback Alignment: Quantifying Answer-Level Reliability for Robust LLM Alignment EACL 2026 CTPD: Cross Tokenizer Preference Distillation AAAI 2026 MoralReason: Generalizable Moral Decision Alignment for LLM Agents Using Reasoning-Level Reinforcement Learning AAAI 2026 Probing Preference Representations: A Multi-Dimensional Evaluation and Analysis Method for Reward Models AAAI 2026 Reducing the Scope of Language Models AAAI 2026 RMO: Towards Better LLM Alignment via Reshaping Reward Margin Distributions AAAI 2026 Textual Self-Attention Network: Test-Time Preference Optimization Through Textual Gradient-Based Attention AAAI 2026 f-PO: Generalizing Preference Optimization with f-divergence Minimization AISTATS 2025 A Common Pitfall of Margin-based Language Model Alignment: Gradient Entanglement ICLR 2025 AlignDistil: Token-Level Language Model Alignment as Adaptive Policy Distillation ACL 2025 Aligned but Blind: Alignment Increases Implicit Bias by Reducing Awareness of Race ACL 2025 Aligning Black-Box LLMs for Aspect Sentiment Quad Prediction EMNLP 2025 Aligning Constraint Generation with Design Intent in Parametric CAD ICCV 2025 Aligning Language Models Using Follow-up Likelihood as Reward Signal AAAI 2025 Aligning Large Language Models to Low-Resource Languages through LLM-Based Selective Translation: A Systematic Study AACL 2025 Aligning to Constraints for Data-Efficient Language Model Customization NAACL 2025 Anak Baik: A Low-Cost Approach to Curate Indonesian Ethical and Unethical Instructions COLING 2025 Annotation-Efficient Language Model Alignment via Diverse and Representative Response Texts EMNLP 2025 Benchmarking and Improving LLM Robustness for Personalized Generation EMNLP 2025 Beyond Online Sampling: Bridging Offline-to-Online Alignment via Dynamic Data Transformation for LLMs EMNLP 2025