ConTextual Masked Auto-Encoder for Dense Passage Retrieval

16 August 2022

Papers citing "ConTextual Masked Auto-Encoder for Dense Passage Retrieval"

26 / 26 papers shown

Title
CIMAGE: Exploiting the Conditional Independence in Masked Graph Auto-encoders Jongwon Park Heesoo Jung Hogun Park 46 1 0 10 Mar 2025
Variations in Relevance Judgments and the Shelf Life of Test Collections Andrew Parry Maik Frobe Harrisen Scells Ferdinand Schlatt Guglielmo Faggioli Saber Zerhoudi Sean MacAvaney Eugene Yang 34 0 0 28 Feb 2025
Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text Ranking Jun Bai Zhuofan Chen Zhenzi Li Hanhua Hong Jianfei Zhang Chen Li Chenghua Lin Wenge Rong 14 0 0 24 Sep 2024
Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval Guangyuan Ma Yongliang Ma Xing Wu Zhenpeng Su Ming Zhou Songlin Hu OOD 36 2 0 20 Aug 2024
Understanding and Mitigating the Threat of Vec2Text to Dense Retrieval Systems Shengyao Zhuang Bevan Koopman Xiaoran Chu Guido Zuccon 28 1 0 20 Feb 2024
Retrieval-Augmented Generation: Is Dense Passage Retrieval Retrieving? Benjamin Z. Reichman Larry Heck 13 2 0 16 Feb 2024
Drop your Decoder: Pre-training with Bag-of-Word Prediction for Dense Passage Retrieval Guangyuan Ma Xing Wu Zijia Lin Songlin Hu 12 3 0 20 Jan 2024
Mitigating the Impact of False Negatives in Dense Retrieval with Contrastive Confidence Regularization Shiqi Wang Yeqin Zhang Cam-Tu Nguyen 14 2 0 30 Dec 2023
Efficient Title Reranker for Fast and Improved Knowledge-Intense NLP Ziyi Chen Jize Jiang Daqian Zuo Heyi Tao Jun Yang Yuxiang Wei 21 0 0 19 Dec 2023
Pre-training with Large Language Model-based Document Expansion for Dense Passage Retrieval Guangyuan Ma Xing Wu Peng Wang Zijia Lin Songlin Hu RALM 24 10 0 16 Aug 2023
Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems Zhenpeng Su Xing Wu Wei Zhou Guangyuan Ma Songlin 26 2 0 07 Jun 2023
Challenging Decoder helps in Masked Auto-Encoder Pre-training for Dense Passage Retrieval Zehan Li Yanzhao Zhang Dingkun Long Pengjun Xie RALM 14 3 0 22 May 2023
PUNR: Pre-training with User Behavior Modeling for News Recommendation Guangyuan Ma Hongtao Liu Xing Wu Wanhui Qian Zhepeng Lv Q. Yang Songlin Hu SSL 13 2 0 25 Apr 2023
CoT-MoTE: Exploring ConTextual Masked Auto-Encoder Pre-training with Mixture-of-Textual-Experts for Passage Retrieval Guangyuan Ma Xing Wu Peng Wang Songlin Hu MoE RALM 13 5 0 20 Apr 2023
How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense Retrieval Sheng-Chieh Lin Akari Asai Minghan Li Barlas Oğuz Jimmy J. Lin Yashar Mehdad Wen-tau Yih Xilun Chen 19 93 0 15 Feb 2023
Retrieval Oriented Masking Pre-training Language Model for Dense Passage Retrieval Dingkun Long Yanzhao Zhang Guangwei Xu Pengjun Xie RALM 13 4 0 27 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 15 24 0 29 Aug 2022
HLATR: Enhance Multi-stage Text Retrieval with Hybrid List Aware Transformer Reranking Yanzhao Zhang Dingkun Long Guangwei Xu Pengjun Xie 43 29 0 21 May 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 388 4,110 0 28 Jan 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,412 0 11 Nov 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 124 247 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 206 593 0 16 Oct 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 214 607 0 13 Oct 2020
Overview of the TREC 2019 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos E. Voorhees 174 463 0 17 Mar 2020