Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedback

30 August 2021

Papers citing "Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedback"

32 / 32 papers shown

Title
LLM-VPRF: Large Language Model Based Vector Pseudo Relevance Feedback Hang Li Shengyao Zhuang Bevan Koopman Guido Zuccon VLM 46 0 0 02 Apr 2025
Pseudo-Relevance Feedback Can Improve Zero-Shot LLM-Based Dense Retrieval Hang Li Xiao Wang Bevan Koopman Guido Zuccon 49 0 0 19 Mar 2025
LLM-QE: Improving Query Expansion by Aligning Large Language Models with Ranking Preferences Sijia Yao Pengcheng Huang Zhenghao Liu Yu Gu Yukun Yan S. Yu Ge Yu RALM 41 0 0 24 Feb 2025
Improving Scientific Document Retrieval with Concept Coverage-based Query Set Generation SeongKu Kang Bowen Jin Wonbin Kweon Yu Zhang Dongha Lee J. Han Hwanjo Yu 63 0 0 16 Feb 2025
Multi-Modality Transformer for E-Commerce: Inferring User Purchase Intention to Bridge the Query-Product Gap Srivatsa Mallapragada Ying Xie Varsha Rani Chawan Zeyad Hailat Yuanbo Wang 52 0 0 28 Jan 2025
Taxonomy-guided Semantic Indexing for Academic Paper Search SeongKu Kang Yunyi Zhang Pengcheng Jiang Dongha Lee J. Han Hwanjo Yu 36 4 0 25 Oct 2024
QAEA-DR: A Unified Text Augmentation Framework for Dense Retrieval Hongming Tan Shaoxiong Zhan Hai Lin Hai-Tao Zheng Wai Kin Chan RALM 55 1 0 29 Jul 2024
Generative Query Reformulation Using Ensemble Prompting, Document Fusion, and Relevance Feedback Kaustubh D. Dhole Ramraj Chandradevan Eugene Agichtein 21 1 0 27 May 2024
Adaptive Retrieval and Scalable Indexing for k-NN Search with Cross-Encoders Nishant Yadav Nicholas Monath Manzil Zaheer Rob Fergus Andrew McCallum CML RALM 40 1 0 06 May 2024
Generalized Contrastive Learning for Multi-Modal Retrieval and Ranking Tianyu Zhu M. Jung Jesse Clark 91 1 0 12 Apr 2024
GenQREnsemble: Zero-Shot LLM Ensemble Prompting for Generative Query Reformulation Kaustubh D. Dhole Eugene Agichtein 27 14 0 04 Apr 2024
Selecting Query-bag as Pseudo Relevance Feedback for Information-seeking Conversations Xiaoqing Zhang Preslav Nakov Shen Gao Shuqi Li Xin Gao Ji-Rong Wen Rui Yan 32 0 0 22 Mar 2024
Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy SeongKu Kang Shivam Agarwal Bowen Jin Dongha Lee Hwanjo Yu Jiawei Han 65 6 0 07 Mar 2024
Utilizing BERT for Information Retrieval: Survey, Applications, Resources, and Challenges Jiajia Wang Jimmy X. Huang Xinhui Tu Junmei Wang Angela J. Huang Md Tahmid Rahman Laskar Amran Bhuiyan 34 28 0 18 Feb 2024
DREQ: Document Re-Ranking Using Entity-based Query Understanding Shubham Chatterjee Iain Mackie Jeffery Dalton AI4TS 20 3 0 11 Jan 2024
Relevance Feedback with Brain Signals Ziyi Ye Xiaohui Xie Qingyao Ai Yiqun Liu Zhihong Wang Weihang Su Min Zhang 48 9 0 09 Dec 2023
TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction Junyi Liu Liangzhi Li Tong Xiang Bowen Wang Yiming Qian 37 30 0 24 Oct 2023
Online Distillation for Pseudo-Relevance Feedback Sean MacAvaney Xi Wang 30 2 0 16 Jun 2023
Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering Yung-Sung Chuang Wei Fang Shang-Wen Li Wen-tau Yih James R. Glass LRM 27 12 0 26 May 2023
ReFIT: Relevance Feedback from a Reranker during Inference R. Reddy Pradeep Dasigi Md Arafat Sultan Arman Cohan Avirup Sil Heng Ji Hannaneh Hajishirzi 30 2 0 19 May 2023
ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval Yue Yu Yuchen Zhuang Rongzhi Zhang Yu Meng Jiaming Shen Chao Zhang VLM 38 33 0 18 May 2023
Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories Suyu Ge Chenyan Xiong Corby Rosset Arnold Overwijk Jiawei Han Paul N. Bennett VLM 41 6 0 07 Feb 2023
Cross-Model Comparative Loss for Enhancing Neuronal Utility in Language Understanding Yunchang Zhu Liang Pang Kangxi Wu Yanyan Lan Huawei Shen Xueqi Cheng AAML ELM 23 2 0 10 Jan 2023
Neural Rankers for Effective Screening Prioritisation in Medical Systematic Review Literature Search Shuai Wang Harrisen Scells Bevan Koopman Guido Zuccon 27 23 0 18 Dec 2022
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking Tim Baumgärtner Leonardo F. R. Ribeiro Nils Reimers Iryna Gurevych 35 6 0 19 Oct 2022
Optimizing Test-Time Query Representations for Dense Retrieval Mujeen Sung Jungsoo Park Jaewoo Kang Danqi Chen Jinhyuk Lee 33 5 0 25 May 2022
LoL: A Comparative Regularization Loss over Query Reformulation Losses for Pseudo-Relevance Feedback Yunchang Zhu Liang Pang Yanyan Lan Huawei Shen Xueqi Cheng 38 4 0 25 Apr 2022
RACE: Retrieval-Augmented Commit Message Generation Ensheng Shi Yanlin Wang Wei Tao Lun Du Hongyu Zhang Shi Han Dongmei Zhang Hongbin Sun VLM 27 41 0 05 Mar 2022
Asyncval: A Toolkit for Asynchronously Validating Dense Retriever Checkpoints during Training Shengyao Zhuang Guido Zuccon OffRL 34 6 0 25 Feb 2022
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 264 975 0 17 Apr 2021
Overview of the TREC 2020 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos 54 368 0 15 Feb 2021
Overview of the TREC 2019 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos E. Voorhees 180 466 0 17 Mar 2020