Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

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Title
DAMO-NLP at NLPCC-2022 Task 2: Knowledge Enhanced Robust NER for Speech Entity Linking Shen Huang Yuchen Zhai Xinwei Long Yong Jiang Xiaobin Wang Yin Zhang Pengjun Xie 72 5 0 27 Sep 2022
RepsNet: Combining Vision with Language for Automated Medical Reports A. Tanwani Joelle Barral Daniel Freedman MedIm 82 22 0 27 Sep 2022
On the Impact of Speech Recognition Errors in Passage Retrieval for Spoken Question Answering Georgios Sidiropoulos Svitlana Vakulenko Evangelos Kanoulas RALM 112 8 0 26 Sep 2022
Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and Metric Pengxin Zeng Yunfan Li Peng Hu Dezhong Peng Jiancheng Lv Xiaocui Peng 60 14 0 26 Sep 2022
GPatch: Patching Graph Neural Networks for Cold-Start Recommendations Hao Chen Zefan Wang Yue Xu Xiao Huang Feiran Huang 44 1 0 25 Sep 2022
Lightweight Image Codec via Multi-Grid Multi-Block-Size Vector Quantization (MGBVQ) Yifan Wang Zhanxuan Mei Ioannis Katsavounidis C.-C. Jay Kuo MQ 102 1 0 25 Sep 2022
Promptagator: Few-shot Dense Retrieval From 8 Examples Zhuyun Dai Vincent Zhao Ji Ma Yi Luan Jianmo Ni Jing Lu A. Bakalov Kelvin Guu Keith B. Hall Ming-Wei Chang RALM 95 242 0 23 Sep 2022
Variational Open-Domain Question Answering Valentin Liévin Andreas Geert Motzfeldt Ida Riis Jensen Ole Winther OOD BDL 76 8 0 23 Sep 2022
Zero-shot Domain Adaptation for Neural Machine Translation with Retrieved Phrase-level Prompts Zewei Sun Qingnan Jiang Shujian Huang Jun Cao Shanbo Cheng Mingxuan Wang VLM 107 8 0 23 Sep 2022
A Comprehensive Survey on Trustworthy Recommender Systems Wenqi Fan Xiangyu Zhao Xiao Chen Jingran Su Jingtong Gao ... Qidong Liu Yiqi Wang Hanfeng Xu Lei Chen Qing Li FaML 104 48 0 21 Sep 2022
The Geometry of Self-supervised Learning Models and its Impact on Transfer Learning Romain Cosentino Sarath Shekkizhar Mahdi Soltanolkotabi A. Avestimehr Antonio Ortega SSL 89 7 0 18 Sep 2022
NELLIE: A Neuro-Symbolic Inference Engine for Grounded, Compositional, and Explainable Reasoning Nathaniel Weir Peter Clark Benjamin Van Durme ReLM NAI LRM 163 17 0 16 Sep 2022
TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter Xinyang Zhang Yury Malkov Omar U. Florez Serim Park Brian McWilliams Jiawei Han Ahmed El-Kishky VLM 107 94 0 15 Sep 2022
Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A Prompt-Based Uncertainty Propagation Approach Yue Yu Rongzhi Zhang Ran Xu Jieyu Zhang Jiaming Shen Chao Zhang 103 21 0 15 Sep 2022
Integrating Form and Meaning: A Multi-Task Learning Model for Acoustic Word Embeddings Badr M. Abdullah Bernd Möbius Dietrich Klakow 41 3 0 14 Sep 2022
Non-Parametric Temporal Adaptation for Social Media Topic Classification Fatemehsadat Mireshghallah Nikolai Vogler Junxian He Omar U. Florez Ahmed El-Kishky Taylor Berg-Kirkpatrick TTA 37 0 0 13 Sep 2022
An Embedding-Based Grocery Search Model at Instacart Yuqing Xie Taesik Na X. Xiao Saurav Manchanda Young Rao Zhihong Xu Guanghua Shu Esther Vasiete Tejaswi Tenneti Haixun Wang DML RALM 56 6 0 12 Sep 2022
Large-scale Evaluation of Transformer-based Article Encoders on the Task of Citation Recommendation Zoran Medic Jan Snajder 43 5 0 12 Sep 2022
Code Compliance Assessment as a Learning Problem Neela Sawant Srinivasan H. Sengamedu 55 1 0 10 Sep 2022
A Nonparametric Contextual Bandit with Arm-level Eligibility Control for Customer Service Routing Ruofeng Wen Wenjun Zeng Yi Liu 45 0 0 08 Sep 2022
Measuring the Interpretability of Unsupervised Representations via Quantized Reverse Probing Iro Laina Yuki M. Asano Andrea Vedaldi SSL 69 8 0 07 Sep 2022
Isotropic Representation Can Improve Dense Retrieval Euna Jung J. Park Jaekeol Choi Sungyoon Kim Wonjong Rhee OOD 68 5 0 01 Sep 2022
Incorporating Task-specific Concept Knowledge into Script Learning Chenkai Sun Tie Xu Chengxiang Zhai Heng Ji 70 5 0 31 Aug 2022
EViT: Privacy-Preserving Image Retrieval via Encrypted Vision Transformer in Cloud Computing Qihua Feng Peiya Li Zhixun Lu Chaozhuo Li Zefang Wang Zhiquan Liu Chunhui Duan Feiran Huang ViT 55 13 0 31 Aug 2022
LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrieval Kai Zhang Chongyang Tao Tao Shen Can Xu Xiubo Geng Binxing Jiao Daxin Jiang RALM 74 25 0 29 Aug 2022
Repair Is Nearly Generation: Multilingual Program Repair with LLMs Harshit Joshi J. Cambronero Sumit Gulwani Vu Le Ivan Radicek Gust Verbruggen LRM 72 135 0 24 Aug 2022
DPTDR: Deep Prompt Tuning for Dense Passage Retrieval Zhen-Quan Tang Benyou Wang Ting Yao VLM 56 14 0 24 Aug 2022
Scenario-Adaptive and Self-Supervised Model for Multi-Scenario Personalized Recommendation Yuanliang Zhang Xiaofeng Wang Jinxin Hu Ke Gao Chenyi Lei Fei Fang 49 19 0 24 Aug 2022
Bitext Mining for Low-Resource Languages via Contrastive Learning Weiting Tan Philipp Koehn 39 4 0 23 Aug 2022
Retrieval-based Controllable Molecule Generation Zichao Wang Weili Nie Zhuoran Qiao Chaowei Xiao Richard Baraniuk Anima Anandkumar 117 43 0 23 Aug 2022
FlexER: Flexible Entity Resolution for Multiple Intents Bar Genossar Roee Shraga Avigdor Gal Technion - Israel Institute of Technology 67 11 0 23 Aug 2022
Large-scale Entity Alignment via Knowledge Graph Merging, Partitioning and Embedding Kexuan Xin Zequn Sun Wen Hua Wei Hu Jianfeng Qu Xiaofang Zhou OCL 46 14 0 23 Aug 2022
From Easy to Hard: A Dual Curriculum Learning Framework for Context-Aware Document Ranking Yutao Zhu J. Nie Yixuan Su Haonan Chen Xinyu Zhang Zhicheng Dou 55 11 0 22 Aug 2022
Objects Can Move: 3D Change Detection by Geometric Transformation Constistency Aikaterini Adam Torsten Sattler Konstantinos Karantzalos Tomas Pajdla 3DPC 34 10 0 21 Aug 2022
Semantic-Enhanced Image Clustering Shao-Qian Cai Li-qing Qiu Xiaojun Chen Qin Zhang Long Chen VLM 50 15 0 21 Aug 2022
Is Medieval Distant Viewing Possible? : Extending and Enriching Annotation of Legacy Image Collections using Visual Analytics C. Meinecke Estelle Guéville D. Wrisley Stefan Jänicke 57 4 0 20 Aug 2022
Siamese Prototypical Contrastive Learning Shentong Mo Zhun Sun Chao Li SSL 52 13 0 18 Aug 2022
Fast Vocabulary Projection Method via Clustering for Multilingual Machine Translation on GPU Hossam Amer Young Jin Kim Mohamed Afify Hitokazu Matsushita Hany Awadalla 56 1 0 14 Aug 2022
Cloud-Based Real-Time Molecular Screening Platform with MolFormer Brian M. Belgodere Vijil Chenthamarakshan Payel Das Pierre Dognin Toby Kurien ... Inkit Padhi Mattia Rigotti Jarret Ross Yair Schiff Richard A. Young 32 3 0 13 Aug 2022
Learning Diverse Document Representations with Deep Query Interactions for Dense Retrieval Zehan Li Nan Yang Liang Wang Furu Wei 66 8 0 08 Aug 2022
Fast Offline Policy Optimization for Large Scale Recommendation Otmane Sakhi D. Rohde Alexandre Gilotte OffRL 82 4 0 08 Aug 2022
Going Beyond Approximation: Encoding Constraints for Explainable Multi-hop Inference via Differentiable Combinatorial Solvers Mokanarangan Thayaparan Marco Valentino André Freitas 44 0 0 05 Aug 2022
Low-Resource Dense Retrieval for Open-Domain Question Answering: A Comprehensive Survey Xiaoyu Shen Svitlana Vakulenko Marco Del Tredici Gianni Barlacchi Bill Byrne Adria de Gispert RALM VLM 68 20 0 05 Aug 2022
Self-Supervised Speaker Verification Using Dynamic Loss-Gate and Label Correction Bing Han Zhengyang Chen Y. Qian 61 32 0 03 Aug 2022
Active entailment encoding for explanation tree construction using parsimonious generation of hard negatives Alex Bogatu Zili Zhou Dónal Landers André Freitas LRM 44 2 0 02 Aug 2022
Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields Garvita Tiwari Dimitrije Antic J. E. Lenssen N. Sarafianos Tony Tung Gerard Pons-Moll 3DH 77 92 0 27 Jul 2022
Unsupervised Learning under Latent Label Shift Manley Roberts P. Mani Saurabh Garg Zachary Chase Lipton OOD 122 9 0 26 Jul 2022
Retrieval-Augmented Transformer for Image Captioning Sara Sarto Marcella Cornia Lorenzo Baraldi Rita Cucchiara 79 59 0 26 Jul 2022
LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection Zhuo Chen Yufen Huang Jiaoyan Chen Yuxia Geng Yin Fang Jeff Z. Pan Ningyu Zhang Wen Zhang 89 37 0 26 Jul 2022
Visual correspondence-based explanations improve AI robustness and human-AI team accuracy Giang Nguyen Mohammad Reza Taesiri Anh Totti Nguyen 75 44 0 26 Jul 2022