Improving Document Representations by Generating Pseudo Query Embeddings
for Dense Retrieval

Improving Document Representations by Generating Pseudo Query Embeddings for Dense Retrieval

8 May 2021

Xingwu Sun

Papers citing "Improving Document Representations by Generating Pseudo Query Embeddings for Dense Retrieval"

12 / 12 papers shown

Title
Lightweight and Direct Document Relevance Optimization for Generative Information Retrieval Kidist Amde Mekonnen Yubao Tang Maarten de Rijke 60 0 0 07 Apr 2025
LLM-Augmented Retrieval: Enhancing Retrieval Models Through Language Models and Doc-Level Embedding Mingrui Wu Sheng Cao KELM RALM 38 3 0 08 Apr 2024
Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation Yuan Ge Yilun Liu Chi Hu Weibin Meng Shimin Tao Xiaofeng Zhao Hongxia Ma Li Zhang Hao Yang Tong Xiao ALM 32 24 0 28 Feb 2024
A Unified Causal View of Instruction Tuning Luyao Chen Wei Huang Ruqing Zhang Wei-Neng Chen J. Guo Xueqi Cheng 23 1 0 09 Feb 2024
Enhancing Open-Domain Table Question Answering via Syntax- and Structure-aware Dense Retrieval Nengzheng Jin Dongfang Li Junying Chen Joanna Siebert Qingcai Chen RALM LMTD 22 2 0 19 Sep 2023
ODSum: New Benchmarks for Open Domain Multi-Document Summarization Yijie Zhou Kejian Shi Wencai Zhang Yixin Liu Yilun Zhao Arman Cohan RALM 29 2 0 16 Sep 2023
Learning Diverse Document Representations with Deep Query Interactions for Dense Retrieval Zehan Li Nan Yang Liang Wang Furu Wei 24 8 0 08 Aug 2022
Multi-View Document Representation Learning for Open-Domain Dense Retrieval Shunyu Zhang Yaobo Liang Ming Gong Daxin Jiang Nan Duan RALM 3DV AI4TS 20 61 0 16 Mar 2022
VIRT: Improving Representation-based Models for Text Matching through Virtual Interaction Dan Li Yang Yang Hongyin Tang Jingang Wang Tong Bill Xu Wei Yu Wu Enhong Chen 20 7 0 08 Dec 2021
Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval Bohong Wu Zhuosheng Zhang Jinyuan Wang Hai Zhao VLM AI4TS 51 22 0 14 Oct 2021
Overview of the TREC 2020 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos 54 367 0 15 Feb 2021
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 219 608 0 13 Oct 2020