Document Ranking with a Pretrained Sequence-to-Sequence Model

14 March 2020

Papers citing "Document Ranking with a Pretrained Sequence-to-Sequence Model"

50 / 92 papers shown

Title
Bridge the Gap between Past and Future: Siamese Model Optimization for Context-Aware Document Ranking Songhao Wu Quan Tu Mingjie Zhong Hong Liu Jia Xu Jinjie Gu Rui Yan 12 0 0 20 May 2025
Unify Graph Learning with Text: Unleashing LLM Potentials for Session Search Songhao Wu Quan Tu Hong Liu Jia Xu Zhongyi Liu Guannan Zhang Ran Wang Xiuying Chen Rui Yan 7 4 0 20 May 2025
MAFA: A multi-agent framework for annotation Mahmood Hegazy Aaron Rodrigues Azzam Naeem 4 0 0 19 May 2025
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation Jiashuo Sun Xianrui Zhong Sizhe Zhou Jiawei Han RALM 31 0 0 12 May 2025
Clarifying Ambiguities: on the Role of Ambiguity Types in Prompting Methods for Clarification Generation Anfu Tang Laure Soulier Vincent Guigue LRM 85 0 0 16 Apr 2025
Breaking the Lens of the Telescope: Online Relevance Estimation over Large Retrieval Sets Mandeep Rathee Venktesh V Sean MacAvaney Avishek Anand KELM 32 1 0 12 Apr 2025
CoRanking: Collaborative Ranking with Small and Large Ranking Agents Wenhan Liu Xinyu Ma Bo Li Lixin Su S. Wang Dawei Yin Zhicheng Dou ALM 44 0 0 30 Mar 2025
Variations in Relevance Judgments and the Shelf Life of Test Collections Andrew Parry Maik Frobe Harrisen Scells Ferdinand Schlatt Guglielmo Faggioli Saber Zerhoudi Sean MacAvaney Eugene Yang 42 0 0 28 Feb 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
QUILL: Quotation Generation Enhancement of Large Language Models Jin Xiao Bowei Zhang Qianyu He Jiaqing Liang Feng Wei Jinglei Chen Zujie Liang Deqing Yang Yanghua Xiao HILM LRM 110 0 0 21 Feb 2025
Counterfactual Query Rewriting to Use Historical Relevance Feedback Jüri Keller Maik Frobe Gijs Hendriksen Daria Alexander Martin Potthast Matthias Hagen Philipp Schaer 107 0 0 06 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
$LLMs can be Fooled into Labelling a Document as Relevant (best caf\é near me; this paper is perfectly relevant)$ LLMs can be Fooled into Labelling a Document as Relevant (best caf\é near me; this paper is perfectly relevant) Marwah Alaofi Paul Thomas Falk Scholer Mark Sanderson 51 15 0 29 Jan 2025
Guiding Retrieval using LLM-based Listwise Rankers Mandeep Rathee Sean MacAvaney Avishek Anand KELM LRM 70 4 0 17 Jan 2025
Parallel Key-Value Cache Fusion for Position Invariant RAG Philhoon Oh Jinwoo Shin James Thorne 3DV 209 0 0 13 Jan 2025
ListConRanker: A Contrastive Text Reranker with Listwise Encoding Junlong Liu Yue Ma Ruihui Zhao Junhao Zheng Qianli Ma Yangyang Kang 49 0 0 13 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 76 290 0 31 Dec 2024
MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs Sheng-Chieh Lin Chankyu Lee M. Shoeybi Jimmy J. Lin Bryan Catanzaro Ming-Yu Liu 73 12 0 04 Nov 2024
FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG X. Zhao Yan Zhong Zetian Sun Xinshuo Hu Zhenyu Liu Dongfang Li Baotian Hu Min Zhang 66 7 0 14 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
W-RAG: Weakly Supervised Dense Retrieval in RAG for Open-domain Question Answering Jinming Nian Zhiyuan Peng Qifan Wang Yi Fang RALM 78 2 0 15 Aug 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
An Investigation of Prompt Variations for Zero-shot LLM-based Rankers Shuoqi Sun Shengyao Zhuang Shuai Wang Guido Zuccon 44 5 0 20 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
TourRank: Utilizing Large Language Models for Documents Ranking with a Tournament-Inspired Strategy Yiqun Chen Qi Liu Yi Zhang Weiwei Sun Daiting Shi Jiaxin Mao Dawei Yin Jiaxin Mao Dawei Yin 33 6 0 17 Jun 2024
Don't Forget to Connect! Improving RAG with Graph-based Reranking Jialin Dong Bahare Fatemi Bryan Perozzi Lin F. Yang Anton Tsitsulin 58 25 0 28 May 2024
ir_explain: a Python Library of Explainable IR Methods Shri Kiran Srinivasan Harsh Agarwal Venktesh V Avishek Anand Swastik Mohanty Debapriyo Majumdar Mandar Mitra XAI 68 1 0 29 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
Generalized Contrastive Learning for Multi-Modal Retrieval and Ranking Tianyu Zhu M. Jung Jesse Clark 91 1 0 12 Apr 2024
A Semantic Search Engine for Mathlib4 Guoxiong Gao Haocheng Ju Jiedong Jiang Zihan Qin Bin Dong 43 3 0 20 Mar 2024
INACIA: Integrating Large Language Models in Brazilian Audit Courts: Opportunities and Challenges J. Pereira Andre Assumpcao J. Trecenti Luiz Airosa Caio Lente Jhonatan Cléto Guilherme Dobins Rodrigo Nogueira Luis Mitchell R. Lotufo 34 2 0 10 Jan 2024
Efficient Title Reranker for Fast and Improved Knowledge-Intense NLP Ziyi Chen Jize Jiang Daqian Zuo Heyi Tao Jun Yang Yuxiang Wei 31 0 0 19 Dec 2023
Boot and Switch: Alternating Distillation for Zero-Shot Dense Retrieval Fan Jiang Qiongkai Xu Tom Drummond Trevor Cohn 21 2 0 27 Nov 2023
Learning to Rank Context for Named Entity Recognition Using a Synthetic Dataset Arthur Amalvy Vincent Labatut Richard Dufour 36 9 0 16 Oct 2023
A Setwise Approach for Effective and Highly Efficient Zero-shot Ranking with Large Language Models Shengyao Zhuang Honglei Zhuang Bevan Koopman Guido Zuccon 38 22 0 14 Oct 2023
RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models Ronak Pradeep Sahel Sharifymoghaddam Jimmy Lin ALM 43 37 0 26 Sep 2023
Annotating Data for Fine-Tuning a Neural Ranker? Current Active Learning Strategies are not Better than Random Selection Sophia Althammer Guido Zuccon Sebastian Hofstatter Suzan Verberne Allan Hanbury 34 4 0 12 Sep 2023
Online Distillation for Pseudo-Relevance Feedback Sean MacAvaney Xi Wang 30 2 0 16 Jun 2023
NAIL: Lexical Retrieval Indices with Efficient Non-Autoregressive Decoders Livio Baldini Soares D. Gillick Jeremy R. Cole Tom Kwiatkowski 36 1 0 23 May 2023
How Does Generative Retrieval Scale to Millions of Passages? Ronak Pradeep Kai Hui Jai Gupta Á. Lelkes Honglei Zhuang Jimmy J. Lin Donald Metzler Vinh Q. Tran RALM 29 63 0 19 May 2023
Leveraging Large Language Models in Conversational Recommender Systems Luke Friedman Sameer Ahuja David Allen Zhenning Tan Hakim Sidahmed ... Ajay Patel Harsh Lara Brian Chu Zexiang Chen Manoj Kumar Tiwari 32 104 0 13 May 2023
NevIR: Negation in Neural Information Retrieval Orion Weller Dawn J Lawrie Benjamin Van Durme MU 61 18 0 12 May 2023
Empowering Language Model with Guided Knowledge Fusion for Biomedical Document Re-ranking D. Gupta Dina Demner-Fushman 29 1 0 07 May 2023
Automated Mapping of CVE Vulnerability Records to MITRE CWE Weaknesses Ashraf Haddad N. Aaraj Preslav Nakov Septimiu Fabian Mare 19 4 0 13 Apr 2023
Dialogue-Contextualized Re-ranking for Medical History-Taking Jian Zhu Ilya Valmianski Anitha Kannan 19 1 0 04 Apr 2023
Prompt-based Learning for Text Readability Assessment Bruce W. Lee J. Lee VLM 27 12 0 25 Feb 2023
InPars-Light: Cost-Effective Unsupervised Training of Efficient Rankers Leonid Boytsov Preksha Patel Vivek Sourabh Riddhi Nisar Sayan Kundu R. Ramanathan Eric Nyberg 29 19 0 08 Jan 2023
InPars-v2: Large Language Models as Efficient Dataset Generators for Information Retrieval Vitor Jeronymo L. Bonifacio Hugo Queiroz Abonizio Marzieh Fadaee R. Lotufo Jakub Zavrel Rodrigo Nogueira RALM SyDa 31 92 0 04 Jan 2023