Toward General Instruction-Following Alignment for Retrieval-Augmented Generationby Guanting Dong, Xiaoshuai Song, Yutao Zhu, Runqi Qiao,…
Toward Guidance-Free AR Visual Generation via Condition Contrastive Alignmentby Huayu Chen, Hang Su, Peize Sun,…
SeRA: Self-Reviewing and Alignment of Large Language Models using Implicit Reward Marginsby Jongwoo Ko, Saket…
Nudging: Inference-time Alignment via Model Collaborationby Yu Fei, Yasaman Razeghi, Sameer SinghFirst submitted to arxiv…
Alignment Between the Decision-Making Logic of LLMs and Human Cognition: A Case Study on Legal…
Unraveling and Mitigating Safety Alignment Degradation of Vision-Language Modelsby Qin Liu, Chao Shang, Ling Liu,…
Interdependency Matters: Graph Alignment for Multivariate Time Series Anomaly Detectionby Yuanyi Wang, Haifeng Sun, Chengsen…
Towards Cross-domain Few-shot Graph Anomaly Detectionby Jiazhen Chen, Sichao Fu, Zhibin Zhang, Zheng Ma, Mingbin…
Simultaneous Reward Distillation and Preference Learning: Get You a Language Model Who Can Do Bothby…
HyperDPO: Conditioned One-Shot Multi-Objective Fine-Tuning Frameworkby Yinuo Ren, Tesi Xiao, Michael Shavlovsky, Lexing Ying, Holakou…