Pretrained Transformers for Text Ranking: BERT and Beyond

13 October 2020

Papers citing "Pretrained Transformers for Text Ranking: BERT and Beyond"

50 / 229 papers shown

Title
GRADA: Graph-based Reranker against Adversarial Documents Attack Jingjie Zheng Aryo Pradipta Gema Giwon Hong Xuanli He Pasquale Minervini Youcheng Sun Qiongkai Xu 26 0 0 12 May 2025
Pre-training vs. Fine-tuning: A Reproducibility Study on Dense Retrieval Knowledge Acquisition Zheng Yao Shuai Wang Guido Zuccon 21 0 0 12 May 2025
Knowledge Distillation for Enhancing Walmart E-commerce Search Relevance Using Large Language Models Hongwei Shang Nguyen Vo Nitin Yadav Tian Zhang Ajit Puthenputhussery Xunfan Cai Shuyi Chen Prijith Chandran Changsung Kang RALM 45 0 0 11 May 2025
Investigating Task Arithmetic for Zero-Shot Information Retrieval Marco Braga Pranav Kasela Alessandro Raganato G. Pasi RALM 63 0 0 01 May 2025
Replication and Exploration of Generative Retrieval over Dynamic Corpora Zhen Zhang Xinyu Ma Weiwei Sun Pengjie Ren Z. Chen S. Wang D. Yin Maarten de Rijke Z. Ren 44 0 0 24 Apr 2025
CSPLADE: Learned Sparse Retrieval with Causal Language Models Zhichao Xu Aosong Feng Yijun Tian Haibo Ding Lin Leee Cheong RALM 40 0 0 15 Apr 2025
Brain-Machine Interfaces & Information Retrieval Challenges and Opportunities Yashar Moshfeghi Niall McGuire 21 0 0 14 Apr 2025
Bridging Queries and Tables through Entities in Table Retrieval Da Li Keping Bi J. Guo Xueqi Cheng LMTD 26 0 0 09 Apr 2025
Lightweight and Direct Document Relevance Optimization for Generative Information Retrieval Kidist Amde Mekonnen Yubao Tang Maarten de Rijke 60 0 0 07 Apr 2025
Efficient Constant-Space Multi-Vector Retrieval Sean MacAvaney Antonio Mallia Nicola Tonellotto 28 1 0 02 Apr 2025
Real-time Ad retrieval via LLM-generative Commercial Intention for Sponsored Search Advertising Tongtong Liu Zhaohui Wang Meiyue Qin Zenghui Lu Xudong Chen Yuekui Yang Peng Shu 38 0 0 02 Apr 2025
Text2Tracks: Prompt-based Music Recommendation via Generative Retrieval Enrico Palumbo Gustavo Penha Andreas Damianou José Luis Redondo García Timothy Christopher Heath Alice Wang Hugues Bouchard M. Lalmas 49 0 0 31 Mar 2025
Alleviating LLM-based Generative Retrieval Hallucination in Alipay Search Yedan Shen Kaixin Wu Yuechen Ding Jingyuan Wen Hong Liu Mingjie Zhong Zhouhan Lin Jia Xu Linjian Mo RALM 68 0 0 27 Mar 2025
Pseudo-Relevance Feedback Can Improve Zero-Shot LLM-Based Dense Retrieval Hang Li Xiao Wang Bevan Koopman Guido Zuccon 44 0 0 19 Mar 2025
JurisTCU: A Brazilian Portuguese Information Retrieval Dataset with Query Relevance Judgments Leandro Carísio Fernandes Leandro dos Santos Ribeiro Marcos Vinícius Borela de Castro Leonardo Augusto da Silva Pacheco Edans Flávius de Oliveira Sandes AILaw RALM ELM 204 0 0 11 Mar 2025
Tailoring Table Retrieval from a Field-aware Hybrid Matching Perspective Da Li Keping Bi J. Guo Xueqi Cheng LMTD 48 0 0 04 Mar 2025
Towards Explainable Doctor Recommendation with Large Language Models Ziyang Zeng Dongyuan Li Yuqing Yang LM&MA AI4TS 63 0 0 04 Mar 2025
Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation Abdelrahman Abdallah Bhawna Piryani Jamshid Mozafari Mohammed Ali Adam Jatowt 92 1 0 21 Feb 2025
A Survey of Model Architectures in Information Retrieval Zhichao Xu Fengran Mo Zhiqi Huang Crystina Zhang Puxuan Yu Bei Wang Jimmy J. Lin Vivek Srikumar KELM 3DV 58 2 0 21 Feb 2025
Hypencoder: Hypernetworks for Information Retrieval Julian Killingback Hansi Zeng Hamed Zamani 106 1 0 07 Feb 2025
Counterfactual Query Rewriting to Use Historical Relevance Feedback Jüri Keller Maik Frobe Gijs Hendriksen Daria Alexander Martin Potthast Matthias Hagen Philipp Schaer 102 0 0 06 Feb 2025
Hierarchical Multi-field Representations for Two-Stage E-commerce Retrieval Niklas Freymuth Dong Liu Thomas Ricatte Saab Mansour 73 0 0 30 Jan 2025
Interactive Information Need Prediction with Intent and Context Kevin Ros Dhyey Pandya ChengXiang Zhai 36 0 0 05 Jan 2025
The Search for Stability: Learning Dynamics of Strategic Publishers with Initial Documents Omer Madmon Idan Pipano Itamar Reinman Moshe Tennenholtz 54 2 0 03 Jan 2025
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents Weiwei Sun Lingyong Yan Xinyu Ma Shuaiqiang Wang Pengjie Ren Zhumin Chen Dawei Yin Z. Ren RALM ALM ELM LRM LM&MA 76 285 0 31 Dec 2024
RAG-based Question Answering over Heterogeneous Data and Text Philipp Christmann G. Weikum LMTD RALM 83 3 0 10 Dec 2024
BoolQuestions: Does Dense Retrieval Understand Boolean Logic in Language? Zongmeng Zhang Jinhua Zhu Wengang Zhou Xiang Qi Peng Zhang Hao Li 70 1 0 19 Nov 2024
Self-Calibrated Listwise Reranking with Large Language Models Ruiyang Ren Yuhao Wang K. Zhou Wayne Xin Zhao Luu Anh Tuan Jing Liu Ji-Rong Wen Tat-Seng Chua LRM KELM 43 0 0 07 Nov 2024
Grounding Natural Language to SQL Translation with Data-Based Self-Explanations Yuankai Fan Tonghui Ren Can Huang Zhenying He Xinyu Wang LRM 47 0 0 05 Nov 2024
Enhancing Table Representations with LLM-powered Synthetic Data Generation Dayu Yang Natawut Monaikul Amanda Ding Bozhao Tan Kishore Mosaliganti Giri Iyengar 36 0 0 04 Nov 2024
MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs Sheng-Chieh Lin Chankyu Lee M. Shoeybi Jimmy J. Lin Bryan Catanzaro Ming-Yu Liu 65 10 0 04 Nov 2024
Length-Induced Embedding Collapse in Transformer-based Models Yuqi Zhou Sunhao Dai Zhanshuo Cao Xiao Zhang Jun Xu 42 0 0 31 Oct 2024
Larger models yield better results? Streamlined severity classification of ADHD-related concerns using BERT-based knowledge distillation Ahmed Akib Jawad Karim Kazi Hafiz Md. Asad Md. Golam Rabiul Alam AI4MH 42 2 0 30 Oct 2024
Zero-Shot Dense Retrieval with Embeddings from Relevance Feedback Nour Jedidi Yung-Sung Chuang Leslie Shing James R. Glass RALM 31 0 0 28 Oct 2024
Link, Synthesize, Retrieve: Universal Document Linking for Zero-Shot Information Retrieval Dae Yon Hwang Bilal Taha Harshit Pande Yaroslav Nechaev SyDa 31 0 0 24 Oct 2024
Centrality-aware Product Retrieval and Ranking Hadeel Saadany Swapnil Bhosale Samarth Agrawal Diptesh Kanojia Constantin Orasan Zhe Wu 19 0 0 21 Oct 2024
Entity Insertion in Multilingual Linked Corpora: The Case of Wikipedia Tomás Feith Akhil Arora Martin Gerlach Debjit Paul Robert West KELM 28 0 0 05 Oct 2024
Reducing the Footprint of Multi-Vector Retrieval with Minimal Performance Impact via Token Pooling Benjamin Clavié Antoine Chaffin Griffin Adams 28 2 0 23 Sep 2024
FAMOUS: Flexible Accelerator for the Attention Mechanism of Transformer on UltraScale+ FPGAs Ehsan Kabir Md. Arafat Kabir Austin R. J. Downey Jason D. Bakos David Andrews Miaoqing Huang GNN 33 0 0 21 Sep 2024
rerankers: A Lightweight Python Library to Unify Ranking Methods Benjamin Clavié ALM 32 6 0 30 Aug 2024
An Encoding--Searching Separation Perspective on Bi-Encoder Neural Search Danbinaerin Han Akiko Aizawa Sihun Lee 27 0 0 02 Aug 2024
QAEA-DR: A Unified Text Augmentation Framework for Dense Retrieval Hongming Tan Shaoxiong Zhan Hai Lin Hai-Tao Zheng Wai Kin Chan RALM 53 1 0 29 Jul 2024
Interactive Topic Models with Optimal Transport Garima Dhanania Sheshera Mysore Chau Minh Pham Mohit Iyyer Hamed Zamani Andrew McCallum OT 27 1 0 28 Jun 2024
Re-Ranking Step by Step: Investigating Pre-Filtering for Re-Ranking with Large Language Models Baharan Nouriinanloo Maxime Lamothe 39 0 0 26 Jun 2024
Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints Ran Song Shizhu He Shengxiang Gao Li Cai Kang Liu Zhengtao Yu Jun Zhao LRM 44 5 0 26 Jun 2024
VISTA: Visualized Text Embedding For Universal Multi-Modal Retrieval Junjie Zhou Zheng Liu Shitao Xiao Bo Zhao Yongping Xiong 48 21 0 06 Jun 2024
Arctic-Embed: Scalable, Efficient, and Accurate Text Embedding Models Luke Merrick Danmei Xu Gaurav Nuti Daniel Campos 17 24 0 08 May 2024
PLAID SHIRTTT for Large-Scale Streaming Dense Retrieval Dawn J Lawrie Efsun Kayi Eugene Yang James Mayfield Douglas W. Oard 19 2 0 02 May 2024
Dwell in the Beginning: How Language Models Embed Long Documents for Dense Retrieval Joao Coelho Bruno Martins João Magalhães Jamie Callan Chenyan Xiong RALM 32 4 0 05 Apr 2024
DUQGen: Effective Unsupervised Domain Adaptation of Neural Rankers by Diversifying Synthetic Query Generation Ramraj Chandradevan Kaustubh D. Dhole Eugene Agichtein 33 3 0 03 Apr 2024