Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,848 papers shown

Title
Low-Resource Authorship Style Transfer: Can Non-Famous Authors Be Imitated? Ajay Patel Nicholas Andrews Chris Callison-Burch 73 7 0 18 Dec 2022
Controlling Styles in Neural Machine Translation with Activation Prompt Yifan Wang Zewei Sun Shanbo Cheng Weiguo Zheng Mingxuan Wang 78 10 0 17 Dec 2022
PolQA: Polish Question Answering Dataset Piotr Rybak Piotr Przybyła M. Ogrodniczuk 63 6 0 17 Dec 2022
Better Datastore, Better Translation: Generating Datastores from Pre-Trained Models for Nearest Neural Machine Translation Jiahuan Li Shanbo Cheng Zewei Sun Mingxuan Wang Shujian Huang 81 2 0 17 Dec 2022
Azimuth: Systematic Error Analysis for Text Classification Gabrielle Gauthier Melançon Orlando Marquez Ayala Lindsay D. Brin Chris Tyler Frederic Branchaud-Charron Joseph Marinier Karine Grande Dieu-Thu Le 57 5 0 16 Dec 2022
Reliable Measures of Spread in High Dimensional Latent Spaces Anna C. Marbut Katy McKinney-Bock Travis J. Wheeler 63 2 0 15 Dec 2022
MASTER: Multi-task Pre-trained Bottlenecked Masked Autoencoders are Better Dense Retrievers Kun Zhou Xiao Liu Yeyun Gong Wayne Xin Zhao Daxin Jiang Nan Duan Ji-Rong Wen 98 16 0 15 Dec 2022
Faster Maximum Inner Product Search in High Dimensions Mo Tiwari Ryan Kang Je-Yong Lee Luke Lee Chris Piech Sebastian Thrun Ilan Shomorony Martin Jinye Zhang 82 6 0 14 Dec 2022
Analytical Engines With Context-Rich Processing: Towards Efficient Next-Generation Analytics Viktor Sanca Anastasia Ailamaki 107 4 0 14 Dec 2022
FastClass: A Time-Efficient Approach to Weakly-Supervised Text Classification Tingyu Xia Yue Wang Yuan Tian Yi-Ju Chang 41 2 0 11 Dec 2022
Self-Supervised Correspondence Estimation via Multiview Registration Mohamed El Banani Ignacio Rocco David Novotny Andrea Vedaldi Natalia Neverova Justin Johnson Benjamin Graham 3DPC 65 9 0 06 Dec 2022
LawngNLI: A Long-Premise Benchmark for In-Domain Generalization from Short to Long Contexts and for Implication-Based Retrieval William F. Bruno Dan Roth ELM AILaw 49 7 0 06 Dec 2022
DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning Praveen Venkateswaran Evelyn Duesterwald Vatche Isahagian 79 9 0 06 Dec 2022
Learning Neural Parametric Head Models Simon Giebenhain Tobias Kirschstein Markos Georgopoulos Martin Rünz Lourdes Agapito Matthias Nießner 3DH 102 51 0 06 Dec 2022
Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer Zhengbao Jiang Luyu Gao Jun Araki Haibo Ding Zhiruo Wang Jamie Callan Graham Neubig RALM 128 43 0 05 Dec 2022
Named Entity and Relation Extraction with Multi-Modal Retrieval Xinyu Wang Jiong Cai Yong Jiang Pengjun Xie Kewei Tu Wei Lu 79 52 0 03 Dec 2022
Understanding the Robustness of Multi-Exit Models under Common Corruptions Akshay Mehra Skyler Seto Navdeep Jaitly B. Theobald AAML 78 4 0 03 Dec 2022
Nonparametric Masked Language Modeling Sewon Min Weijia Shi M. Lewis Xilun Chen Wen-tau Yih Hannaneh Hajishirzi Luke Zettlemoyer RALM 144 50 0 02 Dec 2022
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 77 10 0 02 Dec 2022
Surface Normal Clustering for Implicit Representation of Manhattan Scenes Nikola Popovic D. Paudel Luc Van Gool 76 1 0 02 Dec 2022
P2Net: A Post-Processing Network for Refining Semantic Segmentation of LiDAR Point Cloud based on Consistency of Consecutive Frames Yutaka Momma Weimin Wang E. Simo-Serra S. Iizuka Ryosuke Nakamura H. Ishikawa 3DPC 15 2 0 01 Dec 2022
Data-Efficient Finetuning Using Cross-Task Nearest Neighbors Hamish Ivison Noah A. Smith Hannaneh Hajishirzi Pradeep Dasigi 117 22 0 01 Dec 2022
Task-Specific Embeddings for Ante-Hoc Explainable Text Classification Kishaloy Halder Josip Krapac Alan Akbik Anthony Brew Matti Lyra 72 0 0 30 Nov 2022
CREPE: Open-Domain Question Answering with False Presuppositions Xinyan Velocity Yu Sewon Min Luke Zettlemoyer Hannaneh Hajishirzi 105 54 0 30 Nov 2022
Birds of a Feather Trust Together: Knowing When to Trust a Classifier via Adaptive Neighborhood Aggregation Miao Xiong Shen Li Wenjie Feng Ailin Deng Jihai Zhang Bryan Hooi 54 7 0 29 Nov 2022
Textual Enhanced Contrastive Learning for Solving Math Word Problems Yibin Shen Qianying Liu Zhuoyuan Mao Fei Cheng Sadao Kurohashi 44 8 0 29 Nov 2022
Two Is Better Than One: Dual Embeddings for Complementary Product Recommendations Giorgi Kvernadze P. A. Sudyanti N. Subedi Mohammadtaghi Hajiaghayi 53 3 0 28 Nov 2022
InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for Images Konstantin Kobs M. Steininger Andreas Hotho VLM 27 3 0 23 Nov 2022
PNI : Industrial Anomaly Detection using Position and Neighborhood Information Jaehyeok Bae Jaehyeon Lee Seyun Kim 77 62 0 22 Nov 2022
Retrieval-Augmented Multimodal Language Modeling Michihiro Yasunaga Armen Aghajanyan Weijia Shi Rich James J. Leskovec Percy Liang M. Lewis Luke Zettlemoyer Wen-tau Yih RALM 86 108 0 22 Nov 2022
CASSPR: Cross Attention Single Scan Place Recognition Yan Xia M. Gladkova Rui Wang Qianyun Li Uwe Stilla João F. Henriques Daniel Cremers 3DPC 72 36 0 22 Nov 2022
A Graph-Based Method for Soccer Action Spotting Using Unsupervised Player Classification Alejandro Cartas C. Ballester G. Haro 70 9 0 22 Nov 2022
Parametric Classification for Generalized Category Discovery: A Baseline Study Xin Wen Bingchen Zhao Xiaojuan Qi 94 76 0 21 Nov 2022
SeDR: Segment Representation Learning for Long Documents Dense Retrieval Junying Chen Qingcai Chen Dongfang Li Yutao Huang 67 6 0 20 Nov 2022
Knowledge Graph Refinement based on Triplet BERT-Networks Armita Khajeh Nassiri Nathalie Pernelle Fatiha Saïs Gianluca Quercini 45 3 0 18 Nov 2022
CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval Minghan Li Sheng-Chieh Lin Barlas Oğuz Asish Ghoshal Jimmy J. Lin Yashar Mehdad Wen-tau Yih Xilun Chen 71 26 0 18 Nov 2022
Recommending Related Products Using Graph Neural Networks in Directed Graphs Srinivas Virinchi Anoop Saladi Abhirup Mondal 100 7 0 18 Nov 2022
Galactica: A Large Language Model for Science Ross Taylor Marcin Kardas Guillem Cucurull Thomas Scialom Anthony Hartshorn Elvis Saravia Andrew Poulton Viktor Kerkez Robert Stojnic ELM ReLM 121 781 0 16 Nov 2022
Massively Parallel Open Modification Spectral Library Searching with Hyperdimensional Computing Jaeyoung Kang Weihong Xu Wout Bittremieux Tajana Simunic 27 8 0 15 Nov 2022
A Survey for Efficient Open Domain Question Answering Qin Zhang Shan Chen Dongkuan Xu Qingqing Cao Xiaojun Chen Trevor Cohn Meng Fang 82 36 0 15 Nov 2022
Imagination is All You Need! Curved Contrastive Learning for Abstract Sequence Modeling Utilized on Long Short-Term Dialogue Planning Justus-Jonas Erker Stefan Schaffer Gerasimos Spanakis 77 1 0 14 Nov 2022
Far Away in the Deep Space: Dense Nearest-Neighbor-Based Out-of-Distribution Detection Silvio Galesso Max Argus Thomas Brox UQCV 93 11 0 12 Nov 2022
What Knowledge Is Needed? Towards Explainable Memory for kNN-MT Domain Adaptation Wenhao Zhu Shujian Huang Yunzhe Lv Xin Zheng Jiajun Chen 52 7 0 08 Nov 2022
Fine-grained Population Mapping from Coarse Census Counts and Open Geodata Nando Metzger John E. Vargas-Muñoz Rodrigo Caye Daudt B. Kellenberger Thao T-T Whelan Ferda Ofli Muhammad Imran Konrad Schindler D. Tuia 107 19 0 08 Nov 2022
Retrieval augmentation of large language models for lay language generation Yue Guo Wei Qiu Gondy Leroy Sheng Wang T. Cohen RALM LRM 90 46 0 07 Nov 2022
Fixing Model Bugs with Natural Language Patches Shikhar Murty Christopher D. Manning Scott M. Lundberg Marco Tulio Ribeiro KELM 80 39 0 07 Nov 2022
CLOP: Video-and-Language Pre-Training with Knowledge Regularizations Guohao Li Hu Yang Feng He Zhifan Feng Yajuan Lyu Hua Wu Haifeng Wang VLM 45 1 0 07 Nov 2022
Suffix Retrieval-Augmented Language Modeling Zecheng Wang Yik-Cheung Tam RALM 42 1 0 06 Nov 2022
Evaluating and Improving Factuality in Multimodal Abstractive Summarization David Wan Joey Tianyi Zhou 90 10 0 04 Nov 2022
FedTP: Federated Learning by Transformer Personalization Hongxia Li Zhongyi Cai Jingya Wang Jiangnan Tang Weiping Ding Chin-Teng Lin Ye-ling Shi FedML 89 66 0 03 Nov 2022