PLAID: An Efficient Engine for Late Interaction Retrieval

19 May 2022

Papers citing "PLAID: An Efficient Engine for Late Interaction Retrieval"

25 / 25 papers shown

Title
ColPali: Efficient Document Retrieval with Vision Language Models Manuel Faysse Hugues Sibille Tony Wu Bilel Omrani Gautier Viaud C´eline Hudelot Pierre Colombo VLM 203 26 0 27 Jun 2024
Curriculum Learning for Dense Retrieval Distillation Hansi Zeng Hamed Zamani Vishwa Vinay 48 51 0 28 Apr 2022
Introducing Neural Bag of Whole-Words with ColBERTer: Contextualized Late Interactions using Enhanced Reduction Sebastian Hofstatter Omar Khattab Sophia Althammer Mete Sertkan Allan Hanbury 47 34 0 24 Mar 2022
RELIC: Retrieving Evidence for Literary Claims Katherine Thai Yapei Chang Kalpesh Krishna Mohit Iyyer RALM 46 17 0 18 Mar 2022
Learning Cross-Lingual IR from an English Retriever Yulong Li M. Franz Md Arafat Sultan Bhavani Iyer Young-Suk Lee Avirup Sil VLM 53 28 0 15 Dec 2021
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction Keshav Santhanam Omar Khattab Jon Saad-Falcon Christopher Potts Matei A. Zaharia 81 406 0 02 Dec 2021
Hindsight: Posterior-guided training of retrievers for improved open-ended generation Ashwin Paranjape Omar Khattab Christopher Potts Matei A. Zaharia Christopher D. Manning RALM 111 44 0 14 Oct 2021
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking Ruiyang Ren Yingqi Qu Jing Liu Wayne Xin Zhao Qiaoqiao She Hua Wu Haifeng Wang Ji-Rong Wen 257 255 0 14 Oct 2021
A Proposed Conceptual Framework for a Representational Approach to Information Retrieval Jimmy J. Lin 105 53 0 04 Oct 2021
SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval Thibault Formal Carlos Lassance Benjamin Piwowarski Stéphane Clinchant 255 189 0 21 Sep 2021
On Single and Multiple Representations in Dense Passage Retrieval Craig Macdonald Nicola Tonellotto I. Ounis 36 13 0 13 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 415 1,031 0 17 Apr 2021
COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted List Luyu Gao Zhuyun Dai Jamie Callan 63 217 0 15 Apr 2021
Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval Omar Khattab Christopher Potts Matei A. Zaharia RALM LRM 53 57 0 02 Jan 2021
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering Yingqi Qu Yuchen Ding Jing Liu Kai Liu Ruiyang Ren Xin Zhao Daxiang Dong Hua Wu Haifeng Wang RALM OffRL 247 617 0 16 Oct 2020
Relevance-guided Supervision for OpenQA with ColBERT Omar Khattab Christopher Potts Matei A. Zaharia RALM 48 100 0 01 Jul 2020
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval Lee Xiong Chenyan Xiong Ye Li Kwok-Fung Tang Jialin Liu Paul N. Bennett Junaid Ahmed Arnold Overwijk 107 1,222 0 01 Jul 2020
ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT Omar Khattab Matei A. Zaharia 119 1,360 0 27 Apr 2020
Dense Passage Retrieval for Open-Domain Question Answering Vladimir Karpukhin Barlas Oğuz Sewon Min Patrick Lewis Ledell Yu Wu Sergey Edunov Danqi Chen Wen-tau Yih RALM 161 3,749 0 10 Apr 2020
Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring Samuel Humeau Kurt Shuster Marie-Anne Lachaux Jason Weston 106 285 0 22 Apr 2019
CEDR: Contextualized Embeddings for Document Ranking Sean MacAvaney Andrew Yates Arman Cohan Nazli Goharian 53 335 0 15 Apr 2019
Passage Re-ranking with BERT Rodrigo Nogueira Kyunghyun Cho OOD 122 1,092 0 13 Jan 2019
Billion-scale similarity search with GPUs Jeff Johnson Matthijs Douze Hervé Jégou 255 3,720 0 28 Feb 2017
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset Payal Bajaj Daniel Fernando Campos Nick Craswell Li Deng Jianfeng Gao ... Mir Rosenberg Xia Song Alina Stoica Saurabh Tiwary Tong Wang RALM 137 2,723 0 28 Nov 2016
Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphs Yury Malkov Dmitry A. Yashunin AI4TS 141 1,454 0 30 Mar 2016