conftrace_

model alignment

226 papers

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Co-occurring keywords

large language model (13587) reinforcement learning from human feedback (278) direct preference optimization (332) preference optimization (302) language model alignment (142) preference learning (418) reinforcement learning (4352) reward model (276) language model (4599) instruction following (396)

Papers

sudoLLM: On Multi-role Alignment of Language Models EMNLP 2025
Large Vision-Language Model Alignment and Misalignment: A Survey Through the Lens of Explainability EMNLP 2025
Confusion is the Final Barrier: Rethinking Jailbreak Evaluation and Investigating the Real Misuse Threat of LLMs EMNLP 2025
Improving Alignment in LVLMs with Debiased Self-Judgment EMNLP 2025
Beyond Binary Preferences: Semi-Online Label-Free GRACE-KTO with Group-Wise Adaptive Calibration for High-Quality Long-Text Generation EMNLP 2025
MidPO: Dual Preference Optimization for Safety and Helpfulness in Large Language Models via a Mixture of Experts Framework EMNLP 2025
Towards Low-Resource Alignment to Diverse Perspectives with Sparse Feedback EMNLP 2025
UAlign: LLM Alignment Benchmark for the Ukrainian Language ACL 2025
ShortFT: Diffusion Model Alignment via Shortcut-based Fine-Tuning ICCV 2025
Little Giants: Synthesizing High-Quality Embedding Data at Scale NAACL 2025
IFEval-Audio: Benchmarking Instruction-Following Capability in Audio-based Large Language Models AACL 2025
A Good Plan is Hard to Find: Aligning Models with Preferences is Misaligned with What Helps Users EMNLP 2025
Self-Augmented Preference Alignment for Sycophancy Reduction in LLMs EMNLP 2025
Data to Defense: The Role of Curation in Aligning Large Language Models Against Safety Compromise EMNLP 2025
Toward Optimal LLM Alignments Using Two-Player Games EMNLP 2025
SeaPO: Strategic Error Amplification for Robust Preference Optimization of Large Language Models EMNLP 2025
When Personalization Meets Reality: A Multi-Faceted Analysis of Personalized Preference Learning EMNLP 2025
VL-RewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models CVPR 2025
Towards Better Alignment: Training Diffusion Models with Reinforcement Learning Against Sparse Rewards CVPR 2025
Large Language Models Encode Semantics and Alignment in Linearly Separable Representations AACL 2025
Binary Classifier Optimization for Large Language Model Alignment ACL 2025
Refuse Whenever You Feel Unsafe: Improving Safety in LLMs via Decoupled Refusal Training ACL 2025
DavIR: Data Selection via Implicit Reward for Large Language Models ACL 2025
Cheems: A Practical Guidance for Building and Evaluating Chinese Reward Models from Scratch ACL 2025
How to Mitigate Overfitting in Weak-to-strong Generalization? ACL 2025