Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

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Title
CaseGPT: a case reasoning framework based on language models and retrieval-augmented generation Rui Yang RALM AILaw 35 4 0 04 Jul 2024
ALTER: Augmentation for Large-Table-Based Reasoning Han Zhang Yuheng Ma Hanfang Yang RALM LMTD 93 5 0 03 Jul 2024
Contrast then Memorize: Semantic Neighbor Retrieval-Enhanced Inductive Multimodal Knowledge Graph Completion Yu Zhao Ying Zhang Baohang Zhou Xinying Qian Kehui Song Xiangrui Cai 64 2 0 03 Jul 2024
Boosting Biomedical Concept Extraction by Rule-Based Data Augmentation Qiwei Shao Fengran Mo Jian-Yun Nie MedIm 105 0 0 03 Jul 2024
CoIR: A Comprehensive Benchmark for Code Information Retrieval Models Xiangyang Li Kuicai Dong Yi Quan Lee Wei Xia Yichun Yin Xinyi Dai Yasheng Wang Ruiming Tang 267 21 0 03 Jul 2024
AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval Alignment Yilong Lai Jialong Wu Congzhi Zhang Haowen Sun Deyu Zhou 145 4 0 02 Jul 2024
Brevity is the soul of wit: Pruning long files for code generation Aaditya K. Singh Yu Yang Kushal Tirumala Mostafa Elhoushi Ari S. Morcos SyDa 92 2 0 29 Jun 2024
ConvoCache: Smart Re-Use of Chatbot Responses Conor Atkins Ian D. Wood M. Kâafar Hassan Jameel Asghar Nardine Basta Michal Kepkowski 101 0 0 26 Jun 2024
Efficient Document Ranking with Learnable Late Interactions Ziwei Ji Himanshu Jain Andreas Veit Sashank J. Reddi Sadeep Jayasumana A. S. Rawat A. Menon Felix X. Yu Sanjiv Kumar 70 1 0 25 Jun 2024
News Deja Vu: Connecting Past and Present with Semantic Search Brevin Franklin Emily Silcock Abhishek Arora Tom Bryan Melissa Dell 63 1 0 21 Jun 2024
Contrastive Entity Coreference and Disambiguation for Historical Texts Abhishek Arora Emily Silcock Leander Heldring Melissa Dell 72 1 0 21 Jun 2024
LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs Ziyan Jiang Xueguang Ma Wenhu Chen RALM 135 59 0 21 Jun 2024
A Tale of Trust and Accuracy: Base vs. Instruct LLMs in RAG Systems Florin Cuconasu Giovanni Trappolini Nicola Tonellotto Fabrizio Silvestri 83 2 0 21 Jun 2024
Autonomous Agents for Collaborative Task under Information Asymmetry Wei Liu Chenxi Wang Yifei Wang Zihao Xie Rennai Qiu Yufan Dang Zhuoyun Du Weize Chen Cheng Yang Chen Qian LLMAG 96 6 0 21 Jun 2024
Augmenting Query and Passage for Retrieval-Augmented Generation using LLMs for Open-Domain Question Answering Minsang Kim Cheoneum Park Seungjun Baek RALM 54 2 0 20 Jun 2024
Latent Functional Maps Marco Fumero Marco Pegoraro Valentino Maiorca Francesco Locatello Emanuele Rodolà 112 0 0 20 Jun 2024
EasyECR: A Library for Easy Implementation and Evaluation of Event Coreference Resolution Models Yuncong Li Tianhua Xu Sheng-hua Zhong Haiqin Yang 71 1 0 20 Jun 2024
Multilingual De-Duplication Strategies: Applying scalable similarity search with monolingual & multilingual embedding models Stefan Pasch Dimitirios Petridis Jannic Cutura 79 0 0 19 Jun 2024
Towards a multimodal framework for remote sensing image change retrieval and captioning Roger Ferrod Luigi Di Caro Dino Ienco 52 2 0 19 Jun 2024
Audio Fingerprinting with Holographic Reduced Representations Yusuke Fujita Tatsuya Komatsu 33 0 0 19 Jun 2024
PromptDSI: Prompt-based Rehearsal-free Continual Learning for Document Retrieval Tuan-Luc Huynh Thuy-Trang Vu Weiqing Wang Yinwei Wei T. Le D. Gašević Yuan-Fang Li Thanh-Toan Do VLM CLL 117 1 0 18 Jun 2024
Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers Tianhua Zhang Kun Li Hongyin Luo Xixin Wu James Glass Helen Meng 89 4 0 16 Jun 2024
Reminding Multimodal Large Language Models of Object-aware Knowledge with Retrieved Tags Daiqing Qi Handong Zhao Zijun Wei Sheng Li 81 2 0 16 Jun 2024
Grounding Image Matching in 3D with MASt3R Vincent Leroy Yohann Cabon Jérôme Revaud 3DGS 3DV 128 164 0 14 Jun 2024
Multi-Modal Retrieval For Large Language Model Based Speech Recognition J. Kolehmainen Aditya Gourav Prashanth Gurunath Shivakumar Yile Gu Ankur Gandhe Ariya Rastrow Grant P. Strimel I. Bulyko 90 5 0 13 Jun 2024
Newswire: A Large-Scale Structured Database of a Century of Historical News Emily Silcock Abhishek Arora Luca DÁmico-Wong Melissa Dell AI4TS GNN 130 5 0 13 Jun 2024
Self-supervised Graph Neural Network for Mechanical CAD Retrieval Yuhan Quan Huan Zhao Jinfeng Yi Yuqiang Chen 73 1 0 13 Jun 2024
Transferable Embedding Inversion Attack: Uncovering Privacy Risks in Text Embeddings without Model Queries Yu-Hsiang Huang Yuche Tsai Hsiang Hsiao Hong-Yi Lin Shou-De Lin SILM 116 10 0 12 Jun 2024
Ad Auctions for LLMs via Retrieval Augmented Generation Mohammadtaghi Hajiaghayi Sébastien Lahaie Keivan Rezaei Suho Shin 134 8 0 12 Jun 2024
RS-Agent: Automating Remote Sensing Tasks through Intelligent Agent Wenjia Xu Zijian Yu Yixu Wang Jiuniu Wang Yuanben Zhang Guangzuo Li Mugen Peng LLMAG 147 7 0 11 Jun 2024
Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval Yan Gao Zhiwei Cao Zhongjian Miao Baosong Yang Shiyu Liu Min Zhang Jinsong Su 65 0 0 10 Jun 2024
GrowOVER: How Can LLMs Adapt to Growing Real-World Knowledge? Dayoon Ko Jinyoung Kim Hahyeon Choi Gunhee Kim CLL RALM KELM 74 6 0 09 Jun 2024
Retrieval & Fine-Tuning for In-Context Tabular Models Valentin Thomas Junwei Ma Rasa Hosseinzadeh Keyvan Golestan Guangwei Yu M. Volkovs Anthony L. Caterini 101 19 0 07 Jun 2024
CHIQ: Contextual History Enhancement for Improving Query Rewriting in Conversational Search Fengran Mo Abbas Ghaddar Kelong Mao Mehdi Rezagholizadeh Boxing Chen Qun Liu Jian-Yun Nie 107 16 0 07 Jun 2024
MEFT: Memory-Efficient Fine-Tuning through Sparse Adapter Jitai Hao Weiwei Sun Xin Xin Qi Meng Zhumin Chen Fajie Yuan Zhaochun Ren MoE 81 4 0 07 Jun 2024
Online Adaptation for Enhancing Imitation Learning Policies Federico Malato Ville Hautamaki OnRL 49 2 0 07 Jun 2024
Speaker-Smoothed kNN Speaker Adaptation for End-to-End ASR Shaojun Li Daimeng Wei Hengchao Shang Jiaxin Guo Zongyao Li Zhanglin Wu Zhiqiang Rao Yuanchang Luo Xianghui He Hao Yang 67 1 0 07 Jun 2024
PaCE: Parsimonious Concept Engineering for Large Language Models Jinqi Luo Tianjiao Ding Kwan Ho Ryan Chan D. Thaker Aditya Chattopadhyay Chris Callison-Burch René Vidal CVBM 98 12 0 06 Jun 2024
VISTA: Visualized Text Embedding For Universal Multi-Modal Retrieval Yueze Wang Zheng Liu Shitao Xiao Bo Zhao Yongping Xiong 114 29 0 06 Jun 2024
PairNet: Training with Observed Pairs to Estimate Individual Treatment Effect Lokesh Nagalapatti Pranava Singhal Avishek Ghosh Sunita Sarawagi CML OOD 84 1 0 06 Jun 2024
Generating Harder Cross-document Event Coreference Resolution Datasets using Metaphoric Paraphrasing Shafiuddin Rehan Ahmed Zhiyong Eric Wang George Baker Kevin Stowe James H. Martin 67 2 0 05 Jun 2024
SlicerChat: Building a Local Chatbot for 3D Slicer Colton Barr 53 0 0 05 Jun 2024
Multi-word Term Embeddings Improve Lexical Product Retrieval Viktor Shcherbakov Fedor Krasnov 47 0 0 03 Jun 2024
Improving Pseudo Labels with Global-Local Denoising Framework for Cross-lingual Named Entity Recognition Zhuojun Ding Wei Wei Xiaoye Qu Dangyang Chen 96 2 0 03 Jun 2024
Scaling Up Deep Clustering Methods Beyond ImageNet-1K Nikolas Adaloglou Félix D. P. Michels Kaspar Senft Diana Petrusheva M. Kollmann 109 1 0 03 Jun 2024
Decompose, Enrich, and Extract! Schema-aware Event Extraction using LLMs Fatemeh Shiri Van Nguyen Farhad Moghimifar John Yoo Gholamreza Haffari Yuan-Fang Li ReLM 125 6 0 03 Jun 2024
The Fine-Tuning Paradox: Boosting Translation Quality Without Sacrificing LLM Abilities David Stap Eva Hasler Bill Byrne Christof Monz Ke M. Tran 89 12 0 30 May 2024
CLIPLoss and Norm-Based Data Selection Methods for Multimodal Contrastive Learning Yiping Wang Yifang Chen Wendan Yan Alex Fang Wenjing Zhou Kevin Jamieson S. Du 102 9 0 29 May 2024
Navigable Graphs for High-Dimensional Nearest Neighbor Search: Constructions and Limits Haya Diwan Jinrui Gou Cameron Musco Christopher Musco Torsten Suel 64 2 0 29 May 2024
ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator Junda Zhu Lingyong Yan Haibo Shi D. Yin Lei Sha RALM 80 8 0 28 May 2024