Adaptive Retrieval and Scalable Indexing for k-NN Search with Cross-Encoders

6 May 2024

Papers citing "Adaptive Retrieval and Scalable Indexing for k-NN Search with Cross-Encoders"

22 / 22 papers shown

Title
Efficient k-NN Search with Cross-Encoders using Adaptive Multi-Round CUR Decomposition Nishant Yadav Nicholas Monath Manzil Zaheer Andrew McCallum 45 1 0 04 May 2023
ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity Linking Tom Ayoola Shubhi Tyagi Joseph Fisher Christos Christodoulopoulos Andrea Pierleoni 69 89 0 08 Jul 2022
Knowledge Base Question Answering by Case-based Reasoning over Subgraphs Rajarshi Das Ameya Godbole Ankita Rajaram Naik Elliot Tower Robin Jia Manzil Zaheer Hannaneh Hajishirzi Andrew McCallum 53 54 0 22 Feb 2022
Retrieval-Augmented Reinforcement Learning Anirudh Goyal A. Friesen Andrea Banino T. Weber Nan Rosemary Ke ... Michal Valko Simon Osindero Timothy Lillicrap N. Heess Charles Blundell OffRL 66 55 0 17 Feb 2022
Sublinear Time Approximation of Text Similarity Matrices Archan Ray Nicholas Monath Andrew McCallum Cameron Musco 62 7 0 17 Dec 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 272 255 0 14 Oct 2021
Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedback HongChien Yu Chenyan Xiong Jamie Callan RALM 57 70 0 30 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 425 1,055 0 17 Apr 2021
Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks Nandan Thakur Nils Reimers Johannes Daxenberger Iryna Gurevych 293 249 0 16 Oct 2020
Generation-Augmented Retrieval for Open-domain Question Answering Yuning Mao Pengcheng He Xiaodong Liu Yelong Shen Jianfeng Gao Jiawei Han Weizhu Chen RALM 94 251 0 17 Sep 2020
MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers Wenhui Wang Furu Wei Li Dong Hangbo Bao Nan Yang Ming Zhou VLM 182 1,282 0 25 Feb 2020
GGNN: Graph-based GPU Nearest Neighbor Search F. Groh Lukas Ruppert P. Wieschollek Hendrik P. A. Lensch GNN 65 44 0 02 Dec 2019
Bit Efficient Quantization for Deep Neural Networks Prateeth Nayak David C. Zhang S. Chai MQ 62 44 0 07 Oct 2019
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf 257 7,554 0 02 Oct 2019
Zero-Shot Entity Linking by Reading Entity Descriptions Lajanugen Logeswaran Ming-Wei Chang Kenton Lee Kristina Toutanova Jacob Devlin Honglak Lee VLM 62 257 0 18 Jun 2019
Sample-Optimal Low-Rank Approximation of Distance Matrices Piotr Indyk A. Vakilian Tal Wagner David P. Woodruff 37 36 0 02 Jun 2019
NPRF: A Neural Pseudo Relevance Feedback Framework for Ad-hoc Information Retrieval Canjia Li Yingfei Sun Xianpei Han Le Wang Kai Hui Andrew Yates Le Sun Jungang Xu 37 68 0 30 Oct 2018
Sublinear Time Low-Rank Approximation of Positive Semidefinite Matrices Cameron Musco David P. Woodruff 62 58 0 11 Apr 2017
Billion-scale similarity search with GPUs Jeff Johnson Matthijs Douze Hervé Jégou 257 3,741 0 28 Feb 2017
A Greedy Approach for Budgeted Maximum Inner Product Search Hsiang-Fu Yu Cho-Jui Hsieh Qi Lei Inderjit S. Dhillon 98 45 0 11 Oct 2016
Provable Inductive Matrix Completion Prateek Jain Inderjit S. Dhillon 105 172 0 04 Jun 2013
Low-Rank Matrix and Tensor Completion via Adaptive Sampling A. Krishnamurthy Aarti Singh 73 159 0 17 Apr 2013