Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

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Title
Graph Reasoning for Question Answering with Triplet Retrieval Shiyang Li Yifan Gao Hao Jiang Qingyu Yin Zheng Li Xifeng Yan Chao Zhang Bing Yin RALM ReLM 83 35 0 30 May 2023
SHARP: Sparsity and Hidden Activation RePlay for Neuro-Inspired Continual Learning Mustafa Burak Gurbuz J. M. Moorman Constantinos Dovrolis CLL 52 0 0 29 May 2023
3DTeethSeg'22: 3D Teeth Scan Segmentation and Labeling Challenge A. Ben-Hamadou Oussama Smaoui Ahmed Rekik S. Pujades Edmond Boyer ... Julien Strippoli Aurélien Thollot H. Setbon Cyril Trosset Edouard Ladroit 79 13 0 29 May 2023
Improved Probabilistic Image-Text Representations Sanghyuk Chun VLM 94 31 0 29 May 2023
Test-Time Training on Nearest Neighbors for Large Language Models Moritz Hardt Yu Sun VLM RALM 122 30 0 29 May 2023
Prompt-Guided Retrieval Augmentation for Non-Knowledge-Intensive Tasks Zhicheng Guo Sijie Cheng Yile Wang Peng Li Yang Liu RALM 59 20 0 28 May 2023
ConaCLIP: Exploring Distillation of Fully-Connected Knowledge Interaction Graph for Lightweight Text-Image Retrieval Jiapeng Wang Chengyu Wang Xiaodan Wang Jun Huang Lianwen Jin VLM 100 5 0 28 May 2023
Exploring the Practicality of Generative Retrieval on Dynamic Corpora Soyoung Yoon Chaeeun Kim Hyunji Lee Joel Jang Sohee Yang Minjoon Seo 77 5 0 27 May 2023
Towards Better Entity Linking with Multi-View Enhanced Distillation Yi Liu Yuan Tian Jianxun Lian Xinlong Wang Yanan Cao Fang Fang Wen Zhang Haizhen Huang Denvy Deng Qi Zhang 44 6 0 27 May 2023
Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In Zichun Yu Chenyan Xiong S. Yu Zhiyuan Liu KELM VLM 99 69 0 27 May 2023
RT-kNNS Unbound: Using RT Cores to Accelerate Unrestricted Neighbor Search Vani Nagarajan D. Mandarapu Milind Kulkarni 54 16 0 26 May 2023
Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering Yung-Sung Chuang Wei Fang Shang-Wen Li Wen-tau Yih James R. Glass LRM 61 13 0 26 May 2023
Model-Based Simulation for Optimising Smart Reply Benjamin Towle Ke Zhou 64 1 0 26 May 2023
ReConPatch : Contrastive Patch Representation Learning for Industrial Anomaly Detection Jeeho Hyun Sangyun Kim Giyoung Jeon Seung Hwan Kim Kyunghoon Bae Byungjin Kang UQCV 115 44 0 26 May 2023
Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation Zhiwei Cao Baosong Yang Huan Lin Suhang Wu Xiangpeng Wei Dayiheng Liu Jun Xie Min Zhang Jinsong Su 62 2 0 26 May 2023
Vecchia Gaussian Process Ensembles on Internal Representations of Deep Neural Networks Felix Jimenez Matthias Katzfuss BDL UQCV 99 1 0 26 May 2023
Landmark Attention: Random-Access Infinite Context Length for Transformers Amirkeivan Mohtashami Martin Jaggi LLMAG 138 164 0 25 May 2023
Surface-Based Retrieval Reduces Perplexity of Retrieval-Augmented Language Models Ehsan Doostmohammadi Tobias Norlund Marco Kuhlmann Richard Johansson RALM 80 8 0 25 May 2023
ConvGQR: Generative Query Reformulation for Conversational Search Fengran Mo Kelong Mao Yutao Zhu Yihong Wu Kaiyu Huang J. Nie 109 50 0 25 May 2023
Weakly Supervised Vision-and-Language Pre-training with Relative Representations Chi Chen Peng Li Maosong Sun Yang Liu 62 2 0 24 May 2023
PathAsst: A Generative Foundation AI Assistant Towards Artificial General Intelligence of Pathology Yuxuan Sun Chenglu Zhu S. Zheng Kai Zhang Xiaoxuan Yu Zhongyi Shui Yunlong Zhang Honglin Li Lin Yang LM&MA MedIm 132 49 0 24 May 2023
CoLaDa: A Collaborative Label Denoising Framework for Cross-lingual Named Entity Recognition Tingting Ma Qianhui Wu Huiqiang Jiang Börje F. Karlsson Tiejun Zhao Chin-Yew Lin 78 6 0 24 May 2023
Coverage-based Example Selection for In-Context Learning Shivanshu Gupta Matt Gardner Sameer Singh 106 49 0 24 May 2023
Allies: Prompting Large Language Model with Beam Search Hao Sun Xiao Liu Yeyun Gong Yan Zhang Daxin Jiang Linjun Yang Nan Duan RALM 73 6 0 24 May 2023
Quantifying Character Similarity with Vision Transformers Xinmei Yang Abhishek Arora Shao-Yu Jheng Melissa Dell 101 3 0 24 May 2023
RetICL: Sequential Retrieval of In-Context Examples with Reinforcement Learning Alexander Scarlatos Andrew Lan OffRL LRM 104 24 0 23 May 2023
Towards A Unified View of Sparse Feed-Forward Network in Pretraining Large Language Model Leo Liu Tim Dettmers Xi Lin Ves Stoyanov Xian Li MoE 48 10 0 23 May 2023
OlaGPT: Empowering LLMs With Human-like Problem-Solving Abilities Yuanzhen Xie Tao Xie Mingxiong Lin Wen-Ke Wei Chenglin Li Beibei Kong Lei Chen Chengxiang Zhuo Bo Hu Zang Li RALM LLMAG LRM 78 6 0 23 May 2023
Gaussian Latent Representations for Uncertainty Estimation using Mahalanobis Distance in Deep Classifiers A. Venkataramanan Assia Benbihi Martin Laviale C´edric Pradalier UQCV 76 8 0 23 May 2023
Few-Shot Data Synthesis for Open Domain Multi-Hop Question Answering Mingda Chen Xilun Chen Wen-tau Yih SyDa 60 8 0 23 May 2023
Non-parametric, Nearest-neighbor-assisted Fine-tuning for Neural Machine Translation Jiayi Wang Ke Min Wang Yuqi Zhang Yu Zhao Pontus Stenetorp 37 0 0 23 May 2023
Efficient Large-Scale Visual Representation Learning And Evaluation Eden Dolev A. Awad Denisa Roberts Zahra Ebrahimzadeh Marcin Mejran Vaibhav Malpani Mahir Yavuz 63 0 0 22 May 2023
Challenging Decoder helps in Masked Auto-Encoder Pre-training for Dense Passage Retrieval Zehan Li Yanzhao Zhang Dingkun Long Pengjun Xie RALM 77 3 0 22 May 2023
Retrieval-augmented Multi-label Text Classification Ilias Chalkidis Yova Kementchedjhieva RALM VLM 53 2 0 22 May 2023
PINA: Leveraging Side Information in eXtreme Multi-label Classification via Predicted Instance Neighborhood Aggregation Eli Chien Jiong Zhang Cho-Jui Hsieh Jyun-Yu Jiang Wei-Cheng Chang O. Milenkovic Hsiang-Fu Yu 71 10 0 21 May 2023
Paragraph-level Citation Recommendation based on Topic Sentences as Queries Zoran Medic Jan Snajder 3DV 48 1 0 20 May 2023
Polar Ducks and Where to Find Them: Enhancing Entity Linking with Duck Typing and Polar Box Embeddings Mattia Atzeni Mikhail Plekhanov F. Dreyer Nora Kassner Simone Merello Louis Martin Nicola Cancedda 73 2 0 19 May 2023
How Does Generative Retrieval Scale to Millions of Passages? Ronak Pradeep Kai Hui Jai Gupta Á. Lelkes Honglei Zhuang Jimmy J. Lin Donald Metzler Vinh Q. Tran RALM 83 68 0 19 May 2023
ReFIT: Relevance Feedback from a Reranker during Inference R. Reddy Pradeep Dasigi Md Arafat Sultan Arman Cohan Avirup Sil Heng Ji Hannaneh Hajishirzi 52 2 0 19 May 2023
Tram: A Token-level Retrieval-augmented Mechanism for Source Code Summarization Tong Ye Lingfei Wu Tengyu Ma Xuhong Zhang Yangkai Du Peiyu Liu S. Ji Wenhai Wang 64 5 0 18 May 2023
BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval Shicheng Xu Liang Pang Huawei Shen Xueqi Cheng 100 14 0 18 May 2023
ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval Yue Yu Yuchen Zhuang Rongzhi Zhang Yu Meng Jiaming Shen Chao Zhang VLM 76 37 0 18 May 2023
MemoryBank: Enhancing Large Language Models with Long-Term Memory Wanjun Zhong Lianghong Guo Qi-Fei Gao He Ye Yanlin Wang LLMAG RALM KELM 99 138 0 17 May 2023
Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented Dialog Fanqi Wan Weizhou Shen Ke Yang Xiaojun Quan Wei Bi RALM 74 11 0 17 May 2023
Robust and lightweight audio fingerprint for Automatic Content Recognition Anoubhav Agarwaal Prabhat Kanaujia Sartaki Sinha Roy Susmita Ghose 42 3 0 16 May 2023
Hybrid and Collaborative Passage Reranking Zongmeng Zhang Wen-gang Zhou Jiaxin Shi Houqiang Li 45 0 0 16 May 2023
Pre-Training to Learn in Context Yuxian Gu Li Dong Furu Wei Minlie Huang CLIP LRM ReLM 167 38 0 16 May 2023
Knowledge Rumination for Pre-trained Language Models Yunzhi Yao Peng Wang Shengyu Mao Chuanqi Tan Fei Huang Huajun Chen Ningyu Zhang KELM 65 4 0 15 May 2023
CodeT5+: Open Code Large Language Models for Code Understanding and Generation Yue Wang Hung Le Akhilesh Deepak Gotmare Nghi D. Q. Bui Junnan Li Steven C. H. Hoi ALM 109 491 0 13 May 2023
Synergistic Interplay between Search and Large Language Models for Information Retrieval Jiazhan Feng Chongyang Tao Xiubo Geng Tao Shen Can Xu Guodong Long Dongyan Zhao Daxin Jiang KELM 123 6 0 12 May 2023