BERT-QE: Contextualized Query Expansion for Document Re-ranking

15 September 2020

Xianpei Han

Papers citing "BERT-QE: Contextualized Query Expansion for Document Re-ranking"

29 / 29 papers shown

Title
ConceptCarve: Dynamic Realization of Evidence Eylon Caplan Dan Goldwasser 21 0 0 09 Apr 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 55 0 0 16 Feb 2025
Taxonomy-guided Semantic Indexing for Academic Paper Search SeongKu Kang Yunyi Zhang Pengcheng Jiang Dongha Lee J. Han Hwanjo Yu 34 3 0 25 Oct 2024
Exploiting LLMs' Reasoning Capability to Infer Implicit Concepts in Legal Information Retrieval Hai-Long Nguyen Tan-Minh Nguyen Duc-Minh Nguyen Thi-Hai-Yen Vuong Ha-Thanh Nguyen X. Phan AILaw LRM 17 1 0 16 Oct 2024
QAEncoder: Towards Aligned Representation Learning in Question Answering System Zhengren Wang Qinhan Yu Shida Wei Zhiyu Li Feiyu Xiong Xiaoxing Wang Simin Niu Hao Liang Wentao Zhang RALM 15 1 0 30 Sep 2024
Database-Augmented Query Representation for Information Retrieval Soyeong Jeong Jinheon Baek Sukmin Cho Sung Ju Hwang Jong C. Park 18 2 0 23 Jun 2024
LGDE: Local Graph-based Dictionary Expansion Dominik J. Schindler Sneha Jha Xixuan Zhang Kilian Buehling Annett Heft Mauricio Barahona 24 0 0 13 May 2024
Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy SeongKu Kang Shivam Agarwal Bowen Jin Dongha Lee Hwanjo Yu Jiawei Han 44 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 26 28 0 18 Feb 2024
DREQ: Document Re-Ranking Using Entity-based Query Understanding Shubham Chatterjee Iain Mackie Jeffery Dalton AI4TS 16 3 0 11 Jan 2024
Relevance Feedback with Brain Signals Ziyi Ye Xiaohui Xie Qingyao Ai Yiqun Liu Zhihong Wang Weihang Su Min Zhang 33 9 0 09 Dec 2023
When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets Orion Weller Kyle Lo David Wadden Dawn J Lawrie Benjamin Van Durme Arman Cohan Luca Soldaini 32 18 0 15 Sep 2023
Large Language Models for Information Retrieval: A Survey Yutao Zhu Huaying Yuan Shuting Wang Jiongnan Liu Wenhan Liu Chenlong Deng Haonan Chen Zhicheng Dou Ji-Rong Wen KELM 44 281 0 14 Aug 2023
Online Distillation for Pseudo-Relevance Feedback Sean MacAvaney Xi Wang 8 2 0 16 Jun 2023
ReFIT: Relevance Feedback from a Reranker during Inference R. Reddy Pradeep Dasigi Md Arafat Sultan Arman Cohan Avirup Sil Heng Ji Hannaneh Hajishirzi 11 1 0 19 May 2023
Comparative study on Judgment Text Classification for Transformer Based Models Stanley P. Kingston Prassanth V. Shrinivasa M. Balamurugan Manoj Kumar Rajagopal ELM AILaw 11 1 0 18 Apr 2023
EmbedDistill: A Geometric Knowledge Distillation for Information Retrieval Seungyeon Kim A. S. Rawat Manzil Zaheer Sadeep Jayasumana Veeranjaneyulu Sadhanala Wittawat Jitkrittum A. Menon Rob Fergus Surinder Kumar FedML 31 7 0 27 Jan 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 15 2 0 10 Jan 2023
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking Tim Baumgärtner Leonardo F. R. Ribeiro Nils Reimers Iryna Gurevych 11 6 0 19 Oct 2022
Retrieval Augmentation for T5 Re-ranker using External Sources Kai Hui Tao Chen Zhen Qin Honglei Zhuang Fernando Diaz Michael Bendersky Donald Metzler RALM LRM 15 1 0 11 Oct 2022
Topic-Grained Text Representation-based Model for Document Retrieval Mengxue Du Shasha Li Jie Yu Jun Ma Bing Ji Huijun Liu Wuhang Lin Zibo Yi 11 2 0 11 Jul 2022
A Comparison of Approaches for Imbalanced Classification Problems in the Context of Retrieving Relevant Documents for an Analysis Sandra Wankmüller 23 3 0 03 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 22 4 0 25 Apr 2022
Graph Enhanced BERT for Query Understanding Juanhui Li Yao Ma Weizhen Zeng Suqi Cheng Jiliang Tang Shuaiqiang Wang Dawei Yin 12 7 0 03 Apr 2022
CODER: An efficient framework for improving retrieval through COntextual Document Embedding Reranking George Zerveas Navid Rekabsaz Daniel Cohen Carsten Eickhoff 15 8 0 16 Dec 2021
What's in a Name? Answer Equivalence For Open-Domain Question Answering Chenglei Si Chen Zhao Jordan L. Boyd-Graber 151 35 0 11 Sep 2021
MS MARCO: Benchmarking Ranking Models in the Large-Data Regime Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos Jimmy J. Lin ALM 27 63 0 09 May 2021
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 214 607 0 13 Oct 2020
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval Lee Xiong Chenyan Xiong Ye Li Kwok-Fung Tang Jialin Liu Paul N. Bennett Junaid Ahmed Arnold Overwijk 6 1,175 0 01 Jul 2020