Multi-Stage Document Ranking with BERT

31 October 2019

Papers citing "Multi-Stage Document Ranking with BERT"

50 / 157 papers shown

Title
Rank-K: Test-Time Reasoning for Listwise Reranking Eugene Yang Andrew Yates Kathryn Ricci Orion Weller Vivek Chari Benjamin Van Durme Dawn J Lawrie LRM 7 0 0 20 May 2025
LLM-Based Compact Reranking with Document Features for Scientific Retrieval Runchu Tian Xueqiang Xu Bowen Jin SeongKu Kang Jiawei Han 10 0 0 19 May 2025
Theoretical Guarantees for LT-TTD: A Unified Transformer-based Architecture for Two-Level Ranking Systems Ayoub Abraich 45 0 0 07 May 2025
Rational Retrieval Acts: Leveraging Pragmatic Reasoning to Improve Sparse Retrieval Arthur Satouf Gabriel Ben Zenou Benjamin Piwowarski Habiboulaye Amadou Boubacar Pablo Piantanida 32 0 0 06 May 2025
Generative Product Recommendations for Implicit Superlative Queries Kaustubh D. Dhole Nikhita Vedula Saar Kuzi Giuseppe Castellucci Eugene Agichtein S. Malmasi 52 0 0 26 Apr 2025
MURR: Model Updating with Regularized Replay for Searching a Document Stream Eugene Yang Nicola Tonellotto Dawn J Lawrie Sean MacAvaney James Mayfield Douglas W. Oard Scott Miller KELM 35 0 0 14 Apr 2025
Distillation and Refinement of Reasoning in Small Language Models for Document Re-ranking Chris Samarinas Hamed Zamani ALM LRM 74 1 0 04 Apr 2025
Exploring the Effectiveness of Multi-stage Fine-tuning for Cross-encoder Re-rankers Francesca Pezzuti Sean MacAvaney Nicola Tonellotto 33 0 0 28 Mar 2025
SUNAR: Semantic Uncertainty based Neighborhood Aware Retrieval for Complex QA Venktesh V Mandeep Rathee Avishek Anand RALM LRM 65 0 0 23 Mar 2025
When Claims Evolve: Evaluating and Enhancing the Robustness of Embedding Models Against Misinformation Edits Jabez Magomere Emanuele La Malfa Manuel Tonneau Ashkan Kazemi Scott A. Hale KELM 72 0 0 05 Mar 2025
Trustworthy Answers, Messier Data: Bridging the Gap in Low-Resource Retrieval-Augmented Generation for Domain Expert Systems Nayoung Choi Grace Byun Andrew Chung Ellie S. Paek S. Lee Jinho D. Choi RALM 86 1 0 26 Feb 2025
Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation Abdelrahman Abdallah Bhawna Piryani Jamshid Mozafari Mohammed Ali Adam Jatowt 94 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 73 2 0 21 Feb 2025
Oreo: A Plug-in Context Reconstructor to Enhance Retrieval-Augmented Generation Sha Li Naren Ramakrishnan RALM KELM 154 1 0 18 Feb 2025
RA-MTR: A Retrieval Augmented Multi-Task Reader based Approach for Inspirational Quote Extraction from Long Documents Sayantan Adak Animesh Mukherjee RALM 40 0 0 17 Feb 2025
Hypencoder: Hypernetworks for Information Retrieval Julian Killingback Hansi Zeng Hamed Zamani 112 1 0 07 Feb 2025
RankFlow: A Multi-Role Collaborative Reranking Workflow Utilizing Large Language Models Can Jin Hongwu Peng Anxiang Zhang Nuo Chen Jiahui Zhao ... Keqin Li Shuya Feng Kai Zhong Caiwen Ding Dimitris N. Metaxas 108 2 0 02 Feb 2025
Drowning in Documents: Consequences of Scaling Reranker Inference Mathew Jacob Erik Lindgren Matei A. Zaharia Michael Carbin Omar Khattab Andrew Drozdov OffRL 76 4 0 18 Nov 2024
Self-Calibrated Listwise Reranking with Large Language Models Ruiyang Ren Yuhao Wang K. Zhou Wayne Xin Zhao Wei Wang Jing Liu Zhicheng Dou Tat-Seng Chua LRM KELM 53 0 0 07 Nov 2024
ReasoningRank: Teaching Student Models to Rank through Reasoning-Based Knowledge Distillation Yuelyu Ji Zhuochun Li Rui Meng Daqing He LRM 34 3 0 07 Oct 2024
Entity Insertion in Multilingual Linked Corpora: The Case of Wikipedia Tomás Feith Akhil Arora Martin Gerlach Debjit Paul Robert West KELM 33 0 0 05 Oct 2024
Reward-RAG: Enhancing RAG with Reward Driven Supervision Thang Nguyen Peter Chin Yu-Wing Tai RALM 42 4 0 03 Oct 2024
Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers Shijie Chen Bernal Jiménez Gutiérrez Yu Su 31 4 0 03 Oct 2024
Enhancing Q&A Text Retrieval with Ranking Models: Benchmarking, fine-tuning and deploying Rerankers for RAG Gabriel de Souza P. Moreira Ronay Ak Benedikt Schifferer Mengyao Xu Radek Osmulski Even Oldridge 34 4 0 12 Sep 2024
Know When to Fuse: Investigating Non-English Hybrid Retrieval in the Legal Domain Antoine Louis Gijs van Dijck Gerasimos Spanakis 36 0 0 02 Sep 2024
rerankers: A Lightweight Python Library to Unify Ranking Methods Benjamin Clavié ALM 42 6 0 30 Aug 2024
The Geometry of Queries: Query-Based Innovations in Retrieval-Augmented Generation Eric Yang Jonathan Amar Jong Ha Lee Bhawesh Kumar Yugang Jia 33 0 0 25 Jul 2024
Deep Bag-of-Words Model: An Efficient and Interpretable Relevance Architecture for Chinese E-Commerce Zhe Lin Jiwei Tan Dan Ou Xi Chen Shaowei Yao Bo Zheng 34 3 0 12 Jul 2024
Searching for Best Practices in Retrieval-Augmented Generation Xiaohua Wang Zhenghua Wang Xuan Gao Feiran Zhang Yixin Wu ... Qi Qian Ruicheng Yin Changze Lv Xiaoqing Zheng Xuanjing Huang 60 41 0 01 Jul 2024
Re-Ranking Step by Step: Investigating Pre-Filtering for Re-Ranking with Large Language Models Baharan Nouriinanloo Maxime Lamothe 45 0 0 26 Jun 2024
Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation Guanting Dong Yutao Zhu Chenghao Zhang Zechen Wang Zhicheng Dou Ji-Rong Wen RALM 46 10 0 26 Jun 2024
Leveraging Passage Embeddings for Efficient Listwise Reranking with Large Language Models Qi Liu Bo Wang Nan Wang Jiaxin Mao RALM 80 3 0 21 Jun 2024
APEER: Automatic Prompt Engineering Enhances Large Language Model Reranking Can Jin Hongwu Peng Shiyu Zhao Zhenting Wang Wujiang Xu Ligong Han Jiahui Zhao Kai Zhong Sanguthevar Rajasekaran Dimitris N. Metaxas KELM 44 32 0 20 Jun 2024
Automated Question Generation for Science Tests in Arabic Language Using NLP Techniques M. Tami Huthaifa I. Ashqar Mohammed Elhenawy AI4Ed 29 5 0 11 Jun 2024
Robust Interaction-based Relevance Modeling for Online E-Commerce and LLM-based Retrieval Ben Chen Huangyu Dai Xiang Ma Wen Jiang Wei Ning 24 0 0 04 Jun 2024
CWRCzech: 100M Query-Document Czech Click Dataset and Its Application to Web Relevance Ranking Josef Vonásek Milan Straka Rostislav Krc Lenka Lasonová Ekaterina Egorova Jana Straková Jakub Náplava 32 2 0 31 May 2024
Automated Focused Feedback Generation for Scientific Writing Assistance Eric Chamoun Michael Schlichktrull Andreas Vlachos 172 8 0 30 May 2024
Predicting from a Different Perspective: A Re-ranking Model for Inductive Knowledge Graph Completion Yuki Iwamoto Ken Kameiwa 42 1 0 27 May 2024
Comparing Neighbors Together Makes it Easy: Jointly Comparing Multiple Candidates for Efficient and Effective Retrieval Jonghyun Song Cheyon Jin Wenlong Zhao Jay Yoon Lee 57 0 0 21 May 2024
ViWikiFC: Fact-Checking for Vietnamese Wikipedia-Based Textual Knowledge Source Hung Tuan Le Long Truong To Manh Trong Nguyen Kiet Van Nguyen 43 3 0 13 May 2024
Ranked List Truncation for Large Language Model-based Re-Ranking Chuan Meng Negar Arabzadeh Arian Askari Mohammad Aliannejadi Maarten de Rijke LRM 44 13 0 28 Apr 2024
MCRanker: Generating Diverse Criteria On-the-Fly to Improve Point-wise LLM Rankers Fang Guo Wenyu Li Honglei Zhuang Yun Luo Yafu Li Qi Zhu Le Yan Yue Zhang ALM 75 6 0 18 Apr 2024
A Survey on Retrieval-Augmented Text Generation for Large Language Models Yizheng Huang Jimmy X. Huang 3DV RALM 66 46 0 17 Apr 2024
Q-PEFT: Query-dependent Parameter Efficient Fine-tuning for Text Reranking with Large Language Models Zhiyuan Peng Xuyang Wu Qifan Wang Sravanthi Rajanala Yi Fang 61 4 0 06 Apr 2024
Do Large Language Models Rank Fairly? An Empirical Study on the Fairness of LLMs as Rankers Yuan Wang Xuyang Wu Hsin-Tai Wu Zhiqiang Tao Yi Fang ALM 39 7 0 04 Apr 2024
Unbiased Learning to Rank Meets Reality: Lessons from Baidu's Large-Scale Search Dataset Philipp Hager Romain Deffayet J. Renders O. Zoeter Maarten de Rijke 36 4 0 03 Apr 2024
DUQGen: Effective Unsupervised Domain Adaptation of Neural Rankers by Diversifying Synthetic Query Generation Ramraj Chandradevan Kaustubh D. Dhole Eugene Agichtein 48 3 0 03 Apr 2024
Multi-Conditional Ranking with Large Language Models Pouya Pezeshkpour Estevam R. Hruschka LRM 37 1 0 30 Mar 2024
InstUPR : Instruction-based Unsupervised Passage Reranking with Large Language Models Chao-Wei Huang Yun-Nung Chen LRM 52 0 0 25 Mar 2024
SQL-Encoder: Improving NL2SQL In-Context Learning Through a Context-Aware Encoder Mohammadreza Pourreza Davood Rafiei Yuxi Feng Raymond Li Zhenan Fan Weiwei Zhang 45 5 0 24 Mar 2024