LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval

11 March 2022

Papers citing "LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval"

25 / 25 papers shown

Title
Prior-Fitted Networks Scale to Larger Datasets When Treated as Weak Learners Yuxin Wang Botian Jiang Yiran Guo Quan Gan David Wipf Xuanjing Huang Xipeng Qiu AI4CE 55 2 0 03 Mar 2025
Contextual Document Embeddings John X. Morris Alexander M. Rush 19 7 0 03 Oct 2024
Domain Adaptation of Multilingual Semantic Search -- Literature Review Anna Bringmann Anastasia Zhukova VLM 20 0 0 05 Feb 2024
Unsupervised Domain Adaption for Neural Information Retrieval Carlos Dominguez Jon Ander Campos Eneko Agirre Gorka Azkune 19 0 0 13 Oct 2023
Unsupervised Pretraining for Fact Verification by Language Model Distillation A. Bazaga Pietro Lió Bo Dai HILM 25 2 0 28 Sep 2023
I3: Intent-Introspective Retrieval Conditioned on Instructions Kaihang Pan Juncheng Li Wenjie Wang Hao Fei Hongye Song Wei Ji Jun Lin Xiaozhong Liu Tat-Seng Chua Siliang Tang 38 5 0 19 Aug 2023
Generate to Understand for Representation Changshan Xue Xiande Zhong Xiaoqing Liu VLM 38 0 0 14 Jun 2023
Resources for Brewing BEIR: Reproducible Reference Models and an Official Leaderboard Ehsan Kamalloo Nandan Thakur Carlos Lassance Xueguang Ma Jheng-Hong Yang Jimmy J. Lin 13 15 0 13 Jun 2023
BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language Konrad Wojtasik Vadim Shishkin Kacper Wolowiec Arkadiusz Janz Maciej Piasecki 11 10 0 31 May 2023
AugTriever: Unsupervised Dense Retrieval by Scalable Data Augmentation Rui Meng Ye Liu Semih Yavuz Divyansh Agarwal Lifu Tu Ning Yu Jianguo Zhang Meghana Moorthy Bhat Yingbo Zhou RALM 50 0 0 17 Dec 2022
MASTER: Multi-task Pre-trained Bottlenecked Masked Autoencoders are Better Dense Retrievers Kun Zhou Xiao Liu Yeyun Gong Wayne Xin Zhao Daxin Jiang Nan Duan Ji-Rong Wen 19 16 0 15 Dec 2022
Text Embeddings by Weakly-Supervised Contrastive Pre-training Liang Wang Nan Yang Xiaolong Huang Binxing Jiao Linjun Yang Daxin Jiang Rangan Majumder Furu Wei VLM 39 521 0 07 Dec 2022
Unsupervised Domain Adaptation for Sparse Retrieval by Filling Vocabulary and Word Frequency Gaps Hiroki Iida Naoaki Okazaki 29 4 0 08 Nov 2022
COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning Yue Yu Chenyan Xiong Si Sun Chao Zhang Arnold Overwijk VLM OOD 35 22 0 27 Oct 2022
SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval Kun Zhou Yeyun Gong Xiao Liu Wayne Xin Zhao Yelong Shen ... Jing Lu Rangan Majumder Ji-Rong Wen Nan Duan Weizhu Chen 26 33 0 21 Oct 2022
Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA Junjie Huang Wanjun Zhong Qianchu Liu Ming Gong Daxin Jiang Nan Duan VLM RALM LMTD 103 14 0 11 Oct 2022
LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrieval Kai Zhang Chongyang Tao Tao Shen Can Xu Xiubo Geng Binxing Jiao Daxin Jiang RALM 19 24 0 29 Aug 2022
Disentangled Modeling of Domain and Relevance for Adaptable Dense Retrieval Jingtao Zhan Qingyao Ai Yiqun Liu Jiaxin Mao Xiaohui Xie M. Zhang Shaoping Ma 24 10 0 11 Aug 2022
Low-Resource Dense Retrieval for Open-Domain Question Answering: A Comprehensive Survey Xiaoyu Shen Svitlana Vakulenko Marco Del Tredici Gianni Barlacchi Bill Byrne Adria de Gispert RALM VLM 21 20 0 05 Aug 2022
An Efficiency Study for SPLADE Models Carlos Lassance S. Clinchant 26 70 0 08 Jul 2022
RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder Shitao Xiao Zheng Liu Yingxia Shao Zhao Cao RALM 118 109 0 24 May 2022
A Thorough Examination on Zero-shot Dense Retrieval Ruiyang Ren Yingqi Qu J. Liu Wayne Xin Zhao Qifei Wu Yuchen Ding Hua-Hong Wu Haifeng Wang Ji-Rong Wen 32 41 0 27 Apr 2022
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval Luyu Gao Jamie Callan RALM 152 329 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 229 964 0 17 Apr 2021
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering Yingqi Qu Yuchen Ding Jing Liu Kai Liu Ruiyang Ren Xin Zhao Daxiang Dong Hua-Hong Wu Haifeng Wang RALM OffRL 209 593 0 16 Oct 2020