Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,819 papers shown

Title
Reuse, Don't Retrain: A Recipe for Continued Pretraining of Language Models Jupinder Parmar Sanjev Satheesh M. Patwary M. Shoeybi Bryan Catanzaro 48 27 0 09 Jul 2024
Learning to Adapt Category Consistent Meta-Feature of CLIP for Few-Shot Classification Jiaying Shi Xuetong Xue Shenghui Xu VLM 32 0 0 08 Jul 2024
Self-Supervised Representation Learning for Adversarial Attack Detection Yi Li Plamen Angelov N. Suri SSL AAML 31 3 0 05 Jul 2024
Query-oriented Data Augmentation for Session Search Haonan Chen Zhicheng Dou Yutao Zhu Ji-Rong Wen 28 1 0 04 Jul 2024
CaseGPT: a case reasoning framework based on language models and retrieval-augmented generation Rui Yang RALM AILaw 23 3 0 04 Jul 2024
ALTER: Augmentation for Large-Table-Based Reasoning Han Zhang Yuheng Ma Hanfang Yang RALM LMTD 25 2 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 32 2 0 03 Jul 2024
Boosting Biomedical Concept Extraction by Rule-Based Data Augmentation Qiwei Shao Fengran Mo Jian-Yun Nie MedIm 38 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 57 15 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 45 1 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 36 2 0 29 Jun 2024
ConvoCache: Smart Re-Use of Chatbot Responses Conor Atkins Ian D. Wood M. Kâafar H. Asghar Nardine Basta Michal Kepkowski 33 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 28 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 34 1 0 21 Jun 2024
Contrastive Entity Coreference and Disambiguation for Historical Texts Abhishek Arora Emily Silcock Leander Heldring Melissa Dell 30 0 0 21 Jun 2024
LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs Ziyan Jiang Xueguang Ma Wenhu Chen RALM 48 47 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 51 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 36 4 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 32 2 0 20 Jun 2024
Latent Functional Maps Marco Fumero Marco Pegoraro Valentino Maiorca Francesco Locatello Emanuele Rodolà 27 1 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 37 1 0 20 Jun 2024
Multilingual De-Duplication Strategies: Applying scalable similarity search with monolingual & multilingual embedding models Stefan Pasch Dimitirios Petridis Jannic Cutura 21 0 0 19 Jun 2024
Towards a multimodal framework for remote sensing image change retrieval and captioning Roger Ferrod Luigi Di Caro Dino Ienco 24 2 0 19 Jun 2024
Audio Fingerprinting with Holographic Reduced Representations Yusuke Fujita Tatsuya Komatsu 21 0 0 19 Jun 2024
PromptDSI: Prompt-based Rehearsal-free Instance-wise Incremental Learning for Document Retrieval Tuan-Luc Huynh Thuy-Trang Vu Weiqing Wang Yinwei Wei Trung Le D. Gašević Yuan-Fang Li Thanh-Toan Do VLM CLL 38 0 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 22 1 0 16 Jun 2024
Reminding Multimodal Large Language Models of Object-aware Knowledge with Retrieved Tags Daiqing Qi Handong Zhao Zijun Wei Sheng Li 40 2 0 16 Jun 2024
Grounding Image Matching in 3D with MASt3R Vincent Leroy Yohann Cabon Jérôme Revaud 3DGS 3DV 54 122 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 35 4 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 37 3 0 13 Jun 2024
Self-supervised Graph Neural Network for Mechanical CAD Retrieval Yuhan Quan Huan Zhao Jinfeng Yi Yuqiang Chen 27 1 0 13 Jun 2024
Ad Auctions for LLMs via Retrieval Augmented Generation Mohammadtaghi Hajiaghayi Sébastien Lahaie Keivan Rezaei Suho Shin 38 6 0 12 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 35 8 0 12 Jun 2024
RS-Agent: Automating Remote Sensing Tasks through Intelligent Agents Wenjia Xu Zijian Yu Yixu Wang Jiuniu Wang Mugen Peng LLMAG 48 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 37 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 28 4 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 39 9 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 42 7 0 07 Jun 2024
MEFT: Memory-Efficient Fine-Tuning through Sparse Adapter Jitai Hao Weiwei Sun Xin Xin Qi Meng Zhumin Chen Pengjie Ren Zhaochun Ren MoE 24 2 0 07 Jun 2024
Online Adaptation for Enhancing Imitation Learning Policies Federico Malato Ville Hautamaki OnRL 16 1 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 21 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 35 7 0 06 Jun 2024
VISTA: Visualized Text Embedding For Universal Multi-Modal Retrieval Junjie Zhou Zheng Liu Shitao Xiao Bo Zhao Yongping Xiong 43 21 0 06 Jun 2024
PairNet: Training with Observed Pairs to Estimate Individual Treatment Effect Lokesh Nagalapatti Pranava Singhal Avishek Ghosh Sunita Sarawagi CML OOD 35 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 30 2 0 05 Jun 2024
SlicerChat: Building a Local Chatbot for 3D Slicer Colton Barr 18 0 0 05 Jun 2024
Multi-word Term Embeddings Improve Lexical Product Retrieval Viktor Shcherbakov Fedor Krasnov 21 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 31 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 41 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 74 3 0 03 Jun 2024