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"

6 / 6 papers shown

Title
Soft Best-of-n Sampling for Model Alignment C. M. Verdun Alex Oesterling Himabindu Lakkaraju Flavio du Pin Calmon BDL 37 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 48 0 0 03 May 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 57 0 0 28 Feb 2025
Iterative Deepening Sampling for Large Language Models Weizhe Chen Sven Koenig B. Dilkina LRM ReLM 78 0 0 08 Feb 2025
Cascade Reward Sampling for Efficient Decoding-Time Alignment Bolian Li Yifan Wang A. Grama Ruqi Zhang Ruqi Zhang AI4TS 39 8 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 34 42 0 03 Jan 2024