AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for
Retrieval-Augmented Generation

AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation

27 June 2024

Jue Zhang

Saravan Rajmohan

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Papers citing "AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation"

10 / 10 papers shown

Title
Faster, Cheaper, Better: Multi-Objective Hyperparameter Optimization for LLM and RAG Systems Matthew Barker Andrew Bell Evan Thomas James Carr Thomas Andrews Umang Bhatt 125 2 0 25 Feb 2025
LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression Zhuoshi Pan Qianhui Wu Huiqiang Jiang Menglin Xia Xufang Luo ... Yuqing Yang Chin-Yew Lin H. Vicky Zhao Lili Qiu Dongmei Zhang VLM 79 115 0 19 Mar 2024
Enabling Large Language Models to Generate Text with Citations Tianyu Gao Howard Yen Jiatong Yu Danqi Chen LM&MA HILM 84 349 0 24 May 2023
Cost-Effective Hyperparameter Optimization for Large Language Model Generation Inference Chi Wang Susan Liu Ahmed Hassan Awadallah 55 44 0 08 Mar 2023
Efficient Methods for Natural Language Processing: A Survey Marcos Vinícius Treviso Ji-Ung Lee Tianchu Ji Betty van Aken Qingqing Cao ... Emma Strubell Niranjan Balasubramanian Leon Derczynski Iryna Gurevych Roy Schwartz 98 114 0 31 Aug 2022
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 877 12,973 0 04 Mar 2022
Unsupervised Dense Information Retrieval with Contrastive Learning Gautier Izacard Mathilde Caron Lucas Hosseini Sebastian Riedel Piotr Bojanowski Armand Joulin Edouard Grave RALM 195 907 0 16 Dec 2021
MPNet: Masked and Permuted Pre-training for Language Understanding Kaitao Song Xu Tan Tao Qin Jianfeng Lu Tie-Yan Liu 102 1,121 0 20 Apr 2020
FLAML: A Fast and Lightweight AutoML Library Chi Wang Qingyun Wu Markus Weimer Erkang Zhu 73 203 0 12 Nov 2019
Thompson Sampling for Contextual Bandits with Linear Payoffs Shipra Agrawal Navin Goyal 195 1,004 0 15 Sep 2012

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