Multi-View Document Representation Learning for Open-Domain Dense
Retrieval

Multi-View Document Representation Learning for Open-Domain Dense Retrieval

16 March 2022

Papers citing "Multi-View Document Representation Learning for Open-Domain Dense Retrieval"

17 / 17 papers shown

Title
Hierarchical Multi-field Representations for Two-Stage E-commerce Retrieval Niklas Freymuth Dong Liu Thomas Ricatte Saab Mansour 71 0 0 30 Jan 2025
Multi-Intent Attribute-Aware Text Matching in Searching Mingzhe Li Xiuying Chen Jing Xiang Qishen Zhang Changsheng Ma Chenchen Dai Jinxiong Chang Zhongyi Liu Guannan Zhang 16 3 0 12 Feb 2024
Domain Adaptation of Multilingual Semantic Search -- Literature Review Anna Bringmann Anastasia Zhukova VLM 30 0 0 05 Feb 2024
Mitigating the Impact of False Negatives in Dense Retrieval with Contrastive Confidence Regularization Shiqi Wang Yeqin Zhang Cam-Tu Nguyen 20 2 0 30 Dec 2023
Multiview Identifiers Enhanced Generative Retrieval Yongqing Li Nan Yang Liang Wang Furu Wei Wenjie Li 24 19 0 26 May 2023
BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval Shicheng Xu Liang Pang Huawei Shen Xueqi Cheng 8 11 0 18 May 2023
Rethinking the Role of Token Retrieval in Multi-Vector Retrieval Jinhyuk Lee Zhuyun Dai Sai Meher Karthik Duddu Tao Lei Iftekhar Naim Ming-Wei Chang Vincent Zhao 22 15 0 04 Apr 2023
Fine-Grained Distillation for Long Document Retrieval Yucheng Zhou Tao Shen Xiubo Geng Chongyang Tao Guodong Long Can Xu Daxin Jiang RALM 21 28 0 20 Dec 2022
SciRepEval: A Multi-Format Benchmark for Scientific Document Representations Amanpreet Singh Mike DÁrcy Arman Cohan Doug Downey Sergey Feldman 14 79 0 23 Nov 2022
SeDR: Segment Representation Learning for Long Documents Dense Retrieval Junying Chen Qingcai Chen Dongfang Li Yutao Huang 20 6 0 20 Nov 2022
CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval Minghan Li Sheng-Chieh Lin Barlas Oğuz Asish Ghoshal Jimmy J. Lin Yashar Mehdad Wen-tau Yih Xilun Chen 30 26 0 18 Nov 2022
Retrieval Oriented Masking Pre-training Language Model for Dense Passage Retrieval Dingkun Long Yanzhao Zhang Guangwei Xu Pengjun Xie RALM 19 4 0 27 Oct 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 136 248 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 128 90 0 13 Aug 2021
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval Luyu Gao Jamie Callan RALM 166 329 0 12 Aug 2021
Distilling Knowledge from Reader to Retriever for Question Answering Gautier Izacard Edouard Grave RALM 185 251 0 08 Dec 2020
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 214 593 0 16 Oct 2020