DemoRank: Selecting Effective Demonstrations for Large Language Models
in Ranking Task

DemoRank: Selecting Effective Demonstrations for Large Language Models in Ranking Task

24 June 2024

Yutao Zhu

Papers citing "DemoRank: Selecting Effective Demonstrations for Large Language Models in Ranking Task"

14 / 14 papers shown

Title
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation Jiashuo Sun Xianrui Zhong Sizhe Zhou Jiawei Han RALM 31 0 0 12 May 2025
QBD-RankedDataGen: Generating Custom Ranked Datasets for Improving Query-By-Document Search Using LLM-Reranking with Reduced Human Effort Sriram Gopalakrishnan Sunandita Patra 26 0 0 07 May 2025
Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts Quanyu Long Jianda Chen Zhengyuan Liu Nancy F. Chen Wenya Wang Sinno Jialin Pan KELM RALM LRM 131 0 0 15 Apr 2025
LLM4Ranking: An Easy-to-use Framework of Utilizing Large Language Models for Document Reranking Qi Liu Haozhe Duan Yiqun Chen Quanfeng Lu Weiwei Sun Jiaxin Mao 29 0 0 10 Apr 2025
CoRanking: Collaborative Ranking with Small and Large Ranking Agents Wenhan Liu Xinyu Ma Bo Li Lixin Su S. Wang Dawei Yin Zhicheng Dou ALM 41 0 0 30 Mar 2025
Comparative Analysis of Demonstration Selection Algorithms for LLM In-Context Learning Dong Shu Jundong Li 35 0 0 30 Oct 2024
Leveraging Passage Embeddings for Efficient Listwise Reranking with Large Language Models Qi Liu Bo Wang Nan Wang Jiaxin Mao RALM 77 3 0 21 Jun 2024
TourRank: Utilizing Large Language Models for Documents Ranking with a Tournament-Inspired Strategy Yiqun Chen Qi Liu Yi Zhang Weiwei Sun Daiting Shi Jiaxin Mao Dawei Yin Jiaxin Mao Dawei Yin 33 6 0 17 Jun 2024
Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support Conversation Zhe Xu Daoyuan Chen Jiayi Kuang Zihao Yi Yaliang Li Ying Shen 32 2 0 03 Apr 2024
Large Language Models for Information Retrieval: A Survey Yutao Zhu Huaying Yuan Shuting Wang Jiongnan Liu Wenhan Liu Chenlong Deng Haonan Chen Zhicheng Dou Ji-Rong Wen KELM 57 286 0 14 Aug 2023
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 279 1,124 0 18 Apr 2021
Overview of the TREC 2020 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos 54 368 0 15 Feb 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,312 0 17 Jan 2021
Overview of the TREC 2019 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos E. Voorhees 180 465 0 17 Mar 2020