EcoRank: Budget-Constrained Text Re-ranking Using Large Language Models

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EcoRank: Budget-Constrained Text Re-ranking Using Large Language Models

16 February 2024

Muhammad Shihab Rashid

Jannat Ara Meem

Vagelis Hristidis

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Papers citing "EcoRank: Budget-Constrained Text Re-ranking Using Large Language Models"

11 / 11 papers shown

Title
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents Weiwei Sun Lingyong Yan Xinyu Ma Shuaiqiang Wang Pengjie Ren Zhumin Chen Dawei Yin Zhaochun Ren RALM ALM ELM LRM LM&MA 190 308 0 31 Dec 2024
Instruction Distillation Makes Large Language Models Efficient Zero-shot Rankers Weiwei Sun Zheng Chen Xinyu Ma Lingyong Yan Shuaiqiang Wang Pengjie Ren Zhumin Chen Dawei Yin Zhaochun Ren ALM 86 20 0 02 Nov 2023
Fly-Swat or Cannon? Cost-Effective Language Model Choice via Meta-Modeling Marija vSakota Maxime Peyrard Robert West 69 57 0 11 Aug 2023
Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting Zhen Qin R. Jagerman Kai Hui Honglei Zhuang Junru Wu ... Tianqi Liu Jialu Liu Donald Metzler Xuanhui Wang Michael Bendersky ALM RALM 120 248 0 30 Jun 2023
FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance Lingjiao Chen Matei A. Zaharia James Zou LLMAG 165 244 0 09 May 2023
Scaling Instruction-Finetuned Language Models Hyung Won Chung Le Hou Shayne Longpre Barret Zoph Yi Tay ... Jacob Devlin Adam Roberts Denny Zhou Quoc V. Le Jason W. Wei ReLM LRM 194 3,146 0 20 Oct 2022
Improving Passage Retrieval with Zero-Shot Question Generation Devendra Singh Sachan M. Lewis Mandar Joshi Armen Aghajanyan Wen-tau Yih J. Pineau Luke Zettlemoyer OOD LRM 103 165 0 15 Apr 2022
Unsupervised Dense Information Retrieval with Contrastive Learning Gautier Izacard Mathilde Caron Lucas Hosseini Sebastian Riedel Piotr Bojanowski Armand Joulin Edouard Grave RALM 198 919 0 16 Dec 2021
Overview of the TREC 2019 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos E. Voorhees 234 495 0 17 Mar 2020
Document Ranking with a Pretrained Sequence-to-Sequence Model Rodrigo Nogueira Zhiying Jiang Jimmy J. Lin 79 584 0 14 Mar 2020
Passage Re-ranking with BERT Rodrigo Nogueira Kyunghyun Cho OOD 124 1,096 0 13 Jan 2019