CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for
Efficient and Effective Multi-Vector Retrieval

CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval

18 November 2022

Sheng-Chieh Lin

Yashar Mehdad

Papers citing "CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval"

19 / 19 papers shown

Title
Towards Lossless Token Pruning in Late-Interaction Retrieval Models Yuxuan Zong Benjamin Piwowarski 34 0 0 17 Apr 2025
Hypencoder: Hypernetworks for Information Retrieval Julian Killingback Hansi Zeng Hamed Zamani 101 1 0 07 Feb 2025
WARP: An Efficient Engine for Multi-Vector Retrieval Jan Luca Scheerer Matei A. Zaharia Christopher Potts Gustavo Alonso Omar Khattab 62 0 0 29 Jan 2025
RuleRAG: Rule-Guided Retrieval-Augmented Generation with Language Models for Question Answering Zhongwu Chen Chengjin Xu Dingmin Wang Zhen Huang Yong Dou Xuhui Jiang Jian Guo RALM 129 1 0 15 Oct 2024
Efficient Document Ranking with Learnable Late Interactions Ziwei Ji Himanshu Jain Andreas Veit Sashank J. Reddi Sadeep Jayasumana A. S. Rawat A. Menon Felix X. Yu Sanjiv Kumar 28 1 0 25 Jun 2024
Distillation for Multilingual Information Retrieval Eugene Yang Dawn J Lawrie James Mayfield VLM 21 1 0 02 May 2024
Generative Retrieval as Multi-Vector Dense Retrieval Shiguang Wu Wenda Wei Mengqi Zhang Zhumin Chen Jun Ma Zhaochun Ren Maarten de Rijke Pengjie Ren 3DV 26 7 0 31 Mar 2024
ESPN: Memory-Efficient Multi-Vector Information Retrieval Susav Shrestha Narasimha Reddy Zongwang Li 24 6 0 09 Dec 2023
RA-DIT: Retrieval-Augmented Dual Instruction Tuning Xi Victoria Lin Xilun Chen Mingda Chen Weijia Shi Maria Lomeli ... Jacob Kahn Gergely Szilvasy Mike Lewis Luke Zettlemoyer Scott Yih RALM 39 129 0 02 Oct 2023
Rethinking the Role of Token Retrieval in Multi-Vector Retrieval Jinhyuk Lee Zhuyun Dai Sai Meher Karthik Duddu Tao Lei Iftekhar Naim Ming-Wei Chang Vincent Zhao 17 15 0 04 Apr 2023
Improving Out-of-Distribution Generalization of Neural Rerankers with Contextualized Late Interaction Xinyu Crystina Zhang Minghan Li Jimmy J. Lin 22 1 0 13 Feb 2023
Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking Keshav Santhanam Jon Saad-Falcon M. Franz Omar Khattab Avirup Sil Radu Florian Md Arafat Sultan Salim Roukos Matei A. Zaharia Christopher Potts OffRL 24 10 0 02 Dec 2022
PLAID: An Efficient Engine for Late Interaction Retrieval Keshav Santhanam Omar Khattab Christopher Potts Matei A. Zaharia VLM 58 72 0 19 May 2022
Towards Best Practices for Training Multilingual Dense Retrieval Models Xinyu Crystina Zhang Kelechi Ogueji Xueguang Ma Jimmy J. Lin RALM 24 34 0 05 Apr 2022
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One? Xilun Chen Kushal Lakhotia Barlas Oğuz Anchit Gupta Patrick Lewis Stanislav Peshterliev Yashar Mehdad Sonal Gupta Wen-tau Yih 48 68 0 13 Oct 2021
SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval Thibault Formal Carlos Lassance Benjamin Piwowarski S. Clinchant 194 186 0 21 Sep 2021
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval Luyu Gao Jamie Callan RALM 155 329 0 12 Aug 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 229 964 0 17 Apr 2021
Overview of the TREC 2020 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos 54 367 0 15 Feb 2021