TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search
and Best-of-N Sampling

TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling

18 October 2024

Yue Wu

Papers citing "TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling"

8 / 8 papers shown

Title
Soft Best-of-n Sampling for Model Alignment C. M. Verdun Alex Oesterling Himabindu Lakkaraju Flavio du Pin Calmon BDL 159 0 0 06 May 2025
Accelerating Large Language Model Reasoning via Speculative Search Zhihai Wang Jie Wang Jilai Pan Xilin Xia Huiling Zhen M. Yuan Jianye Hao Feng Wu ReLM LRM 59 0 0 03 May 2025
From Trial to Triumph: Advancing Long Video Understanding via Visual Context Sample Scaling and Self-reward Alignment Yucheng Suo Fan Ma Linchao Zhu T. Wang Fengyun Rao Yi Yang LRM 77 0 0 26 Mar 2025
Plan2Align: Predictive Planning Based Test-Time Preference Alignment in Paragraph-Level Machine Translation Kuang-Da Wang Teng-Ruei Chen Yu-Heng Hung Shuoyang Ding Yueh-Hua Wu Yu-Chun Wang Chao-Han Huck Yang Wen-Chih Peng Ping-Chun Hsieh 74 0 0 28 Feb 2025
Iterative Deepening Sampling for Large Language Models Weizhe Chen Sven Koenig B. Dilkina LRM ReLM 88 1 0 08 Feb 2025
Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback Yafu Li Xuyang Hu Xiaoye Qu Linjie Li Yu-Xi Cheng 53 3 0 22 Jan 2025
Cascade Reward Sampling for Efficient Decoding-Time Alignment Bolian Li Yifan Wang A. Grama Ruqi Zhang Ruqi Zhang AI4TS 49 9 0 24 Jun 2024
Theoretical guarantees on the best-of-n alignment policy Ahmad Beirami Alekh Agarwal Jonathan Berant Alex DÁmour Jacob Eisenstein Chirag Nagpal A. Suresh 50 42 0 03 Jan 2024