Making Large Language Models A Better Foundation For Dense Retrieval

Making Large Language Models A Better Foundation For Dense Retrieval

24 December 2023

Zheng Liu

Papers citing "Making Large Language Models A Better Foundation For Dense Retrieval"

12 / 12 papers shown

Title
Are Information Retrieval Approaches Good at Harmonising Longitudinal Survey Questions in Social Science? Wing Yan Li Zeqiang Wang Jon Johnson Suparna De 43 0 0 29 Apr 2025
Language Model Re-rankers are Steered by Lexical Similarities Lovisa Hagström Ercong Nie Ruben Halifa Helmut Schmid Richard Johansson Alexander Junge 45 0 0 24 Feb 2025
Can we Retrieve Everything All at Once? ARM: An Alignment-Oriented LLM-based Retrieval Method Peter Baile Chen Yi Zhang Michael Cafarella Dan Roth RALM AIFin 141 2 0 30 Jan 2025
UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers Dehai Min Zhiyang Xu Guilin Qi Lifu Huang Chenyu You RALM 73 1 0 26 Oct 2024
A Comprehensive Survey of Retrieval-Augmented Generation (RAG): Evolution, Current Landscape and Future Directions Shailja Gupta Rajesh Ranjan Surya Narayan Singh 3DV VLM AILaw 40 18 0 03 Oct 2024
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows" Yifei Ming Senthil Purushwalkam Shrey Pandit Zixuan Ke Xuan-Phi Nguyen Caiming Xiong Shafiq R. Joty HILM 112 16 0 30 Sep 2024
BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers Ran Xu Wenqi Shi Yue Yu Yuchen Zhuang Yanqiao Zhu M. D. Wang Joyce C. Ho Chao Zhang Carl Yang LM&MA 40 19 0 29 Apr 2024
RetroMAE-2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language Models Shitao Xiao Zheng Liu Yingxia Shao Weidong (Tom) Cai RALM 40 22 0 04 May 2023
Text and Code Embeddings by Contrastive Pre-Training Arvind Neelakantan Tao Xu Raul Puri Alec Radford Jesse Michael Han ... Tabarak Khan Toki Sherbakov Joanne Jang Peter Welinder Lilian Weng SSL AI4TS 232 422 0 24 Jan 2022
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking Ruiyang Ren Yingqi Qu Jing Liu Wayne Xin Zhao Qiaoqiao She Hua-Hong Wu Haifeng Wang Ji-Rong Wen 141 248 0 14 Oct 2021
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval Luyu Gao Jamie Callan RALM 175 329 0 12 Aug 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 234 971 0 17 Apr 2021