Document Ranking with a Pretrained Sequence-to-Sequence Model

14 March 2020

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

50 / 62 papers shown

Title
Clarifying Ambiguities: on the Role of Ambiguity Types in Prompting Methods for Clarification Generation Anfu Tang Laure Soulier Vincent Guigue LRM 77 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 18 1 0 12 Apr 2025
CoRanking: Collaborative Ranking with Small and Large Ranking Agents Wenhan Liu Xinyu Ma Y. X. Zhu Lixin Su S. Wang Dawei Yin Zhicheng Dou ALM 39 0 0 30 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
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 106 0 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 48 2 0 21 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 79 1 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 98 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 ... K. Li Shuya Feng Kai Zhong Caiwen Ding Dimitris N. Metaxas 99 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 40 15 0 29 Jan 2025
Parallel Key-Value Cache Fusion for Position Invariant RAG Philhoon Oh Jinwoo Shin James Thorne 3DV 98 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 74 284 0 31 Dec 2024
MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs Sheng-Chieh Lin Chankyu Lee M. Shoeybi Jimmy J. Lin Bryan Catanzaro Wei Ping 65 10 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 58 6 0 14 Oct 2024
Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers Shijie Chen Bernal Jiménez Gutiérrez Yu Su 29 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 70 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 72 3 0 21 Jun 2024
An Investigation of Prompt Variations for Zero-shot LLM-based Rankers Shuoqi Sun Shengyao Zhuang Shuai Wang Guido Zuccon 40 5 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
ir_explain: a Python Library of Explainable IR Methods S. Harsh Agarwal Venktesh V Avishek Anand Swastik Mohanty Debapriyo Majumdar Mandar Mitra XAI 60 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 65 6 0 18 Apr 2024
Generalized Contrastive Learning for Multi-Modal Retrieval and Ranking Tianyu Zhu M. Jung Jesse Clark 83 1 0 12 Apr 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 28 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 21 0 0 19 Dec 2023
Learning to Rank Context for Named Entity Recognition Using a Synthetic Dataset Arthur Amalvy Vincent Labatut Richard Dufour 26 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 30 21 0 14 Oct 2023
RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models Ronak Pradeep Sahel Sharifymoghaddam Jimmy Lin ALM 27 36 0 26 Sep 2023
Online Distillation for Pseudo-Relevance Feedback Sean MacAvaney Xi Wang 13 2 0 16 Jun 2023
NAIL: Lexical Retrieval Indices with Efficient Non-Autoregressive Decoders Livio Baldini Soares D. Gillick Jeremy R. Cole Tom Kwiatkowski 6 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 21 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 25 100 0 13 May 2023
NevIR: Negation in Neural Information Retrieval Orion Weller Dawn J Lawrie Benjamin Van Durme MU 54 18 0 12 May 2023
Empowering Language Model with Guided Knowledge Fusion for Biomedical Document Re-ranking D. Gupta Dina Demner-Fushman 13 1 0 07 May 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 19 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 19 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 20 92 0 04 Jan 2023
Visconde: Multi-document QA with GPT-3 and Neural Reranking Jayr Alencar Pereira R. Fidalgo R. Lotufo Rodrigo Nogueira BDL RALM 21 30 0 19 Dec 2022
Task-aware Retrieval with Instructions Akari Asai Timo Schick Patrick Lewis Xilun Chen Gautier Izacard Sebastian Riedel Hannaneh Hajishirzi Wen-tau Yih 32 87 0 16 Nov 2022
Passage-Mask: A Learnable Regularization Strategy for Retriever-Reader Models Shujian Zhang Chengyue Gong Xingchao Liu RALM 32 6 0 02 Nov 2022
Billions of Parameters Are Worth More Than In-domain Training Data: A case study in the Legal Case Entailment Task G. Rosa L. Bonifacio Vitor Jeronymo Hugo Queiroz Abonizio R. Lotufo Rodrigo Nogueira AILaw ELM 28 10 0 30 May 2022
Dialog Inpainting: Turning Documents into Dialogs Zhuyun Dai Arun Tejasvi Chaganty Vincent Zhao Aida Amini Q. Rashid Mike Green Kelvin Guu 16 63 0 18 May 2022
Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims Miguel Arana Catania E. Kochkina A. Zubiaga M. Liakata Rob Procter Yulan He 23 10 0 05 May 2022
ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference Kai Hui Honglei Zhuang Tao Chen Zhen Qin Jing Lu ... Ji Ma Jai Gupta Cicero Nogueira dos Santos Yi Tay Donald Metzler 19 16 0 25 Apr 2022
Improving Passage Retrieval with Zero-Shot Question Generation Devendra Singh Sachan M. Lewis Mandar Joshi Armen Aghajanyan Wen-tau Yih J. Pineau Luke Zettlemoyer OOD LRM 8 155 0 15 Apr 2022
A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems Yang Deng Wenxuan Zhang Weiwen Xu Wenqiang Lei Tat-Seng Chua W. Lam LRM 32 60 0 14 Apr 2022
GERE: Generative Evidence Retrieval for Fact Verification Jiangui Chen Ruqing Zhang J. Guo Yixing Fan Xueqi Cheng RALM 19 56 0 12 Apr 2022
Clickbait Spoiling via Question Answering and Passage Retrieval Matthias Hagen Maik Frobe Artur Jurk Martin Potthast 18 35 0 19 Mar 2022
Continual Learning of Long Topic Sequences in Neural Information Retrieval Thomas Gerald Laure Soulier CLL 26 4 0 10 Jan 2022
CODER: An efficient framework for improving retrieval through COntextual Document Embedding Reranking George Zerveas Navid Rekabsaz Daniel Cohen Carsten Eickhoff 17 8 0 16 Dec 2021