SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval

SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval

21 October 2022

Rangan Majumder

Papers citing "SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval"

18 / 18 papers shown

Title
Query-oriented Data Augmentation for Session Search Haonan Chen Zhicheng Dou Yutao Zhu Ji-Rong Wen 20 1 0 04 Jul 2024
ChatRetriever: Adapting Large Language Models for Generalized and Robust Conversational Dense Retrieval Kelong Mao Chenlong Deng Haonan Chen Fengran Mo Zheng Liu Tetsuya Sakai Zhicheng Dou KELM 39 11 0 21 Apr 2024
REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering Yuhao Wang Ruiyang Ren Junyi Li Wayne Xin Zhao Jing Liu Ji-Rong Wen RALM 40 8 0 27 Feb 2024
UniRetriever: Multi-task Candidates Selection for Various Context-Adaptive Conversational Retrieval Hongru Wang Boyang Xue Baohang Zhou Rui Wang Fei Mi Weichao Wang Yasheng Wang Kam-Fai Wong 33 3 0 26 Feb 2024
Making Large Language Models A Better Foundation For Dense Retrieval Chaofan Li Zheng Liu Shitao Xiao Yingxia Shao RALM 30 34 0 24 Dec 2023
Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation Ruiyang Ren Yuhao Wang Yingqi Qu Wayne Xin Zhao J. Liu Hao Tian Huaqin Wu Ji-Rong Wen Haifeng Wang RALM KELM 25 123 0 20 Jul 2023
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
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
LEAD: Liberal Feature-based Distillation for Dense Retrieval Hao-Lun Sun Xiao Liu Yeyun Gong Anlei Dong Jing Lu Yan Zhang Linjun Yang Rangan Majumder Nan Duan 37 2 0 10 Dec 2022
UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph Jinhao Jiang Kun Zhou Wayne Xin Zhao Ji-Rong Wen RALM 25 74 0 02 Dec 2022
RetroMAE v2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language Models Shitao Xiao Zheng Liu RALM 11 2 0 16 Nov 2022
ERNIE-Search: Bridging Cross-Encoder with Dual-Encoder via Self On-the-fly Distillation for Dense Passage Retrieval Yuxiang Lu Yiding Liu Jiaxiang Liu Yunsheng Shi Zhengjie Huang ... Hao Tian Hua-Hong Wu Shuaiqiang Wang Dawei Yin Haifeng Wang 112 58 0 18 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
Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval Bohong Wu Zhuosheng Zhang Jinyuan Wang Hai Zhao VLM AI4TS 46 22 0 14 Oct 2021
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 124 248 0 14 Oct 2021
PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval Ruiyang Ren Shangwen Lv Yingqi Qu Jing Liu Wayne Xin Zhao Qiaoqiao She Hua-Hong Wu Haifeng Wang Ji-Rong Wen 118 90 0 13 Aug 2021
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval Luyu Gao Jamie Callan RALM 152 329 0 12 Aug 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