conftrace_

inference-time alignment

16 papers

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Co-occurring keywords

large language model (13587) reward model (276) best-of-n sampling (15) reinforcement learning from human feedback (278) language model alignment (142) direct preference optimization (332) steering vector (33) attack success rate (49) jailbreak attack (225) language model (4599)

Papers

SDA: Steering-Driven Distribution Alignment for Open LLMs Without Fine-Tuning AAAI 2026
W2S-AlignTree: Weak-to-Strong Inference-Time Alignment for Large Language Models via Monte Carlo Tree Search AAAI 2026
Do Clinical Question Answering Systems Really Need Specialised Medical Fine Tuning? EACL 2026
Jailbreaks as Inference-Time Alignment: A Framework for Understanding Safety Failures in LLMs EACL 2026
Sample Efficient Alignment Learning With Episodic Control EMNLP 2025
Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment CVPR 2025
Reward-Guided Tree Search for Inference Time Alignment of Large Language Models NAACL 2025
TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling EMNLP 2025
Nudging: Inference-time Alignment of LLMs via Guided Decoding ACL 2025
MetaAlign: Align Large Language Models with Diverse Preferences during Inference Time NAACL 2025
From Outcomes to Processes: Guiding PRM Learning from ORM for Inference-Time Alignment ACL 2025
TITAN-Guide: Taming Inference-Time Alignment for Guided Text-to-Video Diffusion Models ICCV 2025
DiffPO: Diffusion-styled Preference Optimization for Inference Time Alignment of Large Language Models ACL 2025
Inference-Time Language Model Alignment via Integrated Value Guidance EMNLP 2024
Fast Best-of-N Decoding via Speculative Rejection NIPS 2024
InferAligner: Inference-Time Alignment for Harmlessness through Cross-Model Guidance EMNLP 2024