Cascade Reward Sampling for Efficient Decoding-Time Alignment

Cascade Reward Sampling for Efficient Decoding-Time Alignment

24 June 2024

Ruqi Zhang

Papers citing "Cascade Reward Sampling for Efficient Decoding-Time Alignment"

12 / 12 papers shown

Title
Sailing AI by the Stars: A Survey of Learning from Rewards in Post-Training and Test-Time Scaling of Large Language Models Xiaobao Wu LRM 60 0 0 05 May 2025
A Domain-Agnostic Scalable AI Safety Ensuring Framework Beomjun Kim Kangyeon Kim Sunwoo Kim Heejin Ahn 33 0 0 29 Apr 2025
A Survey on Personalized and Pluralistic Preference Alignment in Large Language Models Zhouhang Xie Junda Wu Yiran Shen Yu Xia Xintong Li ... Sachin Kumar Bodhisattwa Prasad Majumder Jingbo Shang Prithviraj Ammanabrolu Julian McAuley 22 0 0 09 Apr 2025
Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback Yafu Li Xuyang Hu Xiaoye Qu Linjie Li Yu-Xi Cheng 36 3 0 22 Jan 2025
Segmenting Text and Learning Their Rewards for Improved RLHF in Language Model Yueqin Yin Shentao Yang Yujia Xie Ziyi Yang Yuting Sun Hany Awadalla Weizhu Chen Mingyuan Zhou 43 0 0 07 Jan 2025
TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling Jiahao Qiu Yifu Lu Yifan Zeng Jiacheng Guo Jiayi Geng Huazheng Wang Kaixuan Huang Yue Wu Mengdi Wang 29 19 0 18 Oct 2024
ETA: Evaluating Then Aligning Safety of Vision Language Models at Inference Time Yi Ding Bolian Li Ruqi Zhang MLLM 46 4 0 09 Oct 2024
Transfer Q Star: Principled Decoding for LLM Alignment Souradip Chakraborty Soumya Suvra Ghosal Ming Yin Dinesh Manocha Mengdi Wang Amrit Singh Bedi Furong Huang 32 24 0 30 May 2024
Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment Rui Yang Xiaoman Pan Feng Luo Shuang Qiu Han Zhong Dong Yu Jianshu Chen 89 65 0 15 Feb 2024
KTO: Model Alignment as Prospect Theoretic Optimization Kawin Ethayarajh Winnie Xu Niklas Muennighoff Dan Jurafsky Douwe Kiela 150 437 0 02 Feb 2024
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 197 2,232 0 22 Mar 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022