Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,848 papers shown

Title
Analysing The Impact of Sequence Composition on Language Model Pre-Training Yu Zhao Yuanbin Qu Konrad Staniszewski Szymon Tworkowski Wei Liu Piotr Milo's Yuxiang Wu Pasquale Minervini 83 15 0 21 Feb 2024
FLD: Fourier Latent Dynamics for Structured Motion Representation and Learning Chenhao Li Elijah Stanger-Jones Steve Heim Sangbae Kim 79 10 0 21 Feb 2024
Privacy-Preserving Instructions for Aligning Large Language Models Da Yu Peter Kairouz Sewoong Oh Zheng Xu 95 25 0 21 Feb 2024
ARL2: Aligning Retrievers for Black-box Large Language Models via Self-guided Adaptive Relevance Labeling Lingxi Zhang Yue Yu Kuan-Chieh Wang Chao Zhang VLM RALM 60 5 0 21 Feb 2024
CAMELoT: Towards Large Language Models with Training-Free Consolidated Associative Memory Zexue He Leonid Karlinsky Donghyun Kim Julian McAuley Dmitry Krotov Rogerio Feris KELM RALM 81 11 0 21 Feb 2024
Learning to Retrieve for Job Matching Jianqiang Shen Yuchin Juan Shaobo Zhang Ping Liu Wen Pu ... Qilnli Guo Daniel Hewlett Luke Simon Liangjie Hong Wenjing Zhang 49 1 0 21 Feb 2024
Xling: A Learned Filter Framework for Accelerating High-Dimensional Approximate Similarity Join Yifan Wang Vyom Pathak Daisy Zhe Wang 42 0 0 20 Feb 2024
Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data Dehai Min Nan Hu Rihui Jin Nuo Lin Jiaoyan Chen ... Yu Li Guilin Qi Yun Li Nijun Li Qianren Wang LMTD 71 16 0 20 Feb 2024
Defending Jailbreak Prompts via In-Context Adversarial Game Yujun Zhou Yufei Han Haomin Zhuang Kehan Guo Zhenwen Liang Hongyan Bao Xiangliang Zhang LLMAG AAML 104 14 0 20 Feb 2024
KARL: Knowledge-Aware Retrieval and Representations aid Retention and Learning in Students Matthew Shu Nishant Balepur Shi Feng Jordan L. Boyd-Graber AI4Ed HAI 28 5 0 19 Feb 2024
Ask Optimal Questions: Aligning Large Language Models with Retriever's Preference in Conversation Chanwoong Yoon Gangwoo Kim Byeongguk Jeon Sungdong Kim Yohan Jo Jaewoo Kang KELM RALM 129 0 0 19 Feb 2024
Modelling Political Coalition Negotiations Using LLM-based Agents Farhad Moghimifar Yuan-Fang Li Robert Thomson Gholamreza Haffari LLMAG 99 8 0 18 Feb 2024
Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs Minh-Vuong Nguyen Linhao Luo Fatemeh Shiri Dinh Q. Phung Yuan-Fang Li Thuy-Trang Vu Gholamreza Haffari KELM LRM 65 13 0 17 Feb 2024
A Trembling House of Cards? Mapping Adversarial Attacks against Language Agents Lingbo Mo Zeyi Liao Boyuan Zheng Yu-Chuan Su Chaowei Xiao Huan Sun AAML LLMAG 96 15 0 15 Feb 2024
X-lifecycle Learning for Cloud Incident Management using LLMs Drishti Goel Fiza Husain Aditya Singh Supriyo Ghosh Anjaly Parayil Chetan Bansal Xuchao Zhang Saravan Rajmohan 124 17 0 15 Feb 2024
Generating Diverse Translation with Perturbed kNN-MT Yuto Nishida Makoto Morishita Hidetaka Kamigaito Taro Watanabe 52 1 0 14 Feb 2024
Weatherproofing Retrieval for Localization with Generative AI and Geometric Consistency Yannis Kalantidis Mert Bulent Sariyildiz Rafael Sampaio de Rezende Philippe Weinzaepfel Diane Larlus G. Csurka 62 0 0 14 Feb 2024
Nearest Neighbor Representations of Neural Circuits Kordag Mehmet Kilic Jin Sima J. Bruck NAI 40 0 0 13 Feb 2024
A Novel Approach to Regularising 1NN classifier for Improved Generalization Aditya Challa Sravan Danda Laurent Najman 44 2 0 13 Feb 2024
PreFLMR: Scaling Up Fine-Grained Late-Interaction Multi-modal Retrievers Weizhe Lin Jingbiao Mei Jinghong Chen Bill Byrne VLM AI4Ed 111 20 0 13 Feb 2024
Active Few-Shot Fine-Tuning Jonas Hübotter Bhavya Sukhija Lenart Treven Yarden As Andreas Krause 89 1 0 13 Feb 2024
Nearest Neighbour Score Estimators for Diffusion Generative Models Matthew Niedoba Dylan Green Saeid Naderiparizi Vasileios Lioutas J. Lavington ... Ke Zhang Setareh Dabiri Adam Scibior Berend Zwartsenberg Frank Wood DiffM 72 2 0 12 Feb 2024
Utilizing Low-Dimensional Molecular Embeddings for Rapid Chemical Similarity Search Kathryn E. Kirchoff James Wellnitz Joshua E. Hochuli Travis Maxfield Konstantin I. Popov Shawn M. Gomez Alexander Tropsha 44 2 0 12 Feb 2024
Video Annotator: A framework for efficiently building video classifiers using vision-language models and active learning Amir Ziai Aneesh Vartakavi VLM VGen 75 0 0 09 Feb 2024
Theoretical and Empirical Analysis of Adaptive Entry Point Selection for Graph-based Approximate Nearest Neighbor Search Yutaro Oguri Yusuke Matsui 53 1 0 07 Feb 2024
Pseudo-labelling meets Label Smoothing for Noisy Partial Label Learning Darshana Saravanan Naresh Manwani Vineet Gandhi 87 0 0 07 Feb 2024
Enhancing Retrieval Processes for Language Generation with Augmented Queries Julien Pierre Edmond Ghali Kosuke Shima Koichi Moriyama Atsuko Mutoh N. Inuzuka RALM 13 0 0 06 Feb 2024
Retrieve to Explain: Evidence-driven Predictions for Explainable Drug Target Identification Ravi Patel Angus Brayne Rogier E Hintzen Daniel Jaroslawicz Georgiana Neculae Dane S. Corneil 50 0 0 06 Feb 2024
Multi-Lingual Malaysian Embedding: Leveraging Large Language Models for Semantic Representations Husein Zolkepli Aisyah Razak Kamarul Adha Ariff Nazhan RALM 24 1 0 05 Feb 2024
Kernel PCA for Out-of-Distribution Detection Kun Fang Qinghua Tao Kexin Lv Mingzhen He Xiaolin Huang Jie Yang OODD 116 4 0 05 Feb 2024
Understanding the planning of LLM agents: A survey Xu Huang Weiwen Liu Xiaolong Chen Xingmei Wang Hao Wang Defu Lian Yasheng Wang Ruiming Tang Enhong Chen LLMAG LM&Ro 119 172 0 05 Feb 2024
Region-Based Representations Revisited Michal Shlapentokh-Rothman Ansel Blume Yao Xiao Yuqun Wu TV Sethuraman Heyi Tao Jae Yong Lee Wilfredo Torres Yu-Xiong Wang Derek Hoiem 102 12 0 04 Feb 2024
Enhancing Complex Question Answering over Knowledge Graphs through Evidence Pattern Retrieval Wentao Ding Jinmao Li Liangchuan Luo Yuzhong Qu 60 15 0 03 Feb 2024
Variance Alignment Score: A Simple But Tough-to-Beat Data Selection Method for Multimodal Contrastive Learning Yiping Wang Yifang Chen Wendan Yan Kevin Jamieson S. Du 68 6 0 03 Feb 2024
Locally-Adaptive Quantization for Streaming Vector Search Cecilia Aguerrebere Mark Hildebrand Ishwar Bhati Ted Willke Mariano Tepper 83 12 0 03 Feb 2024
Improving Large-Scale k-Nearest Neighbor Text Categorization with Label Autoencoders Francisco J. Ribadas-Pena Shuyuan Cao Víctor M. Darriba Bilbao 36 1 0 03 Feb 2024
Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities Zhifeng Kong Arushi Goel Rohan Badlani Ming-Yu Liu Rafael Valle Bryan Catanzaro AuLLM LM&MA MLLM 145 94 0 02 Feb 2024
Efficient Prompt Caching via Embedding Similarity Hanlin Zhu Banghua Zhu Jiantao Jiao RALM 67 9 0 02 Feb 2024
SymbolicAI: A framework for logic-based approaches combining generative models and solvers Marius-Constantin Dinu Claudiu Leoveanu-Condrei Markus Holzleitner Werner Zellinger Sepp Hochreiter 82 11 0 01 Feb 2024
LTAU-FF: Loss Trajectory Analysis for Uncertainty in Atomistic Force Fields Joshua A. Vita Amit Samanta Fei Zhou Vincenzo Lordi 48 3 0 01 Feb 2024
Non-Exchangeable Conformal Language Generation with Nearest Neighbors Dennis Ulmer Chrysoula Zerva André F. T. Martins 192 13 0 01 Feb 2024
RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval Parth Sarthi Salman Abdullah Aditi Tuli Shubh Khanna Anna Goldie Christopher D. Manning RALM 96 148 0 31 Jan 2024
NNOSE: Nearest Neighbor Occupational Skill Extraction Mike Zhang Rob van der Goot Min-Yen Kan Barbara Plank 78 3 0 30 Jan 2024
MolPLA: A Molecular Pretraining Framework for Learning Cores, R-Groups and their Linker Joints Mogan Gim Jueon Park Soyon Park Sanghoon Lee Seungheun Baek Junhyun Lee Ngoc-Quang Nguyen Jaewoo Kang AI4CE 47 0 0 30 Jan 2024
History-Aware Conversational Dense Retrieval Fengran Mo Chen Qu Kelong Mao Tianyu Zhu Zhan Su Kaiyu Huang Jian-Yun Nie 64 1 0 30 Jan 2024
ConFit: Improving Resume-Job Matching using Data Augmentation and Contrastive Learning Xiao Yu Jinzhong Zhang Zhou Yu 62 1 0 29 Jan 2024
Find the Cliffhanger: Multi-Modal Trailerness in Soap Operas Carlo Bretti Pascal Mettes Hendrik Vincent Koops Daan Odijk Nanne van Noord 71 4 0 29 Jan 2024
LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs' Vulnerability Reasoning Yuqiang Sun Daoyuan Wu Yue Xue Han Liu Wei Ma Lyuye Zhang Miaolei Shi Yingjiu Li ELM 160 55 0 29 Jan 2024
From RAG to QA-RAG: Integrating Generative AI for Pharmaceutical Regulatory Compliance Process Jaewoong Kim Moohong Min 80 0 0 26 Jan 2024
Revisiting Active Learning in the Era of Vision Foundation Models S. Gupte Josiah Aklilu Jeffrey Nirschl Serena Yeung-Levy VLM 47 5 0 25 Jan 2024