Word2Bits - Quantized Word Vectors

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Word2Bits - Quantized Word Vectors

15 March 2018

Maximilian Lam

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Papers citing "Word2Bits - Quantized Word Vectors"

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Title
EELBERT: Tiny Models through Dynamic Embeddings Gabrielle Cohn Rishika Agarwal Deepanshu Gupta Siddharth Patwardhan 41 2 0 31 Oct 2023
FINGER: Fast Inference for Graph-based Approximate Nearest Neighbor Search Patrick H. Chen Wei-Cheng Chang Hsiang-Fu Yu Inderjit S. Dhillon Cho-Jui Hsieh 39 16 0 22 Jun 2022
A Survey on Green Deep Learning Jingjing Xu Wangchunshu Zhou Zhiyi Fu Hao Zhou Lei Li VLM 203 84 0 08 Nov 2021
Compressing Transformer-Based Semantic Parsing Models using Compositional Code Embeddings P. Prakash Saurabh Kumar Shashidhar Wenlong Zhao Subendhu Rongali Haidar Khan Michael Kayser 41 5 0 10 Oct 2020
Compression of Deep Learning Models for Text: A Survey Manish Gupta Puneet Agrawal VLM MedIm AI4CE 79 119 0 12 Aug 2020
Text classification with word embedding regularization and soft similarity measure Vít Novotný E. F. Ayetiran Michal Štefánik Petr Sojka 40 12 0 10 Mar 2020
Quantized Neural Network Inference with Precision Batching Maximilian Lam Zachary Yedidia Colby R. Banbury Vijay Janapa Reddi MQ 45 1 0 26 Feb 2020
Binarized Canonical Polyadic Decomposition for Knowledge Graph Completion Koki Kishimoto Katsuhiko Hayashi Genki Akai Masashi Shimbo 30 1 0 04 Dec 2019
Hamming Sentence Embeddings for Information Retrieval Felix Hamann N. Kurz A. Ulges 31 2 0 15 Aug 2019
Binarized Knowledge Graph Embeddings Koki Kishimoto Katsuhiko Hayashi Genki Akai Masashi Shimbo Kazunori Komatani MQ 36 11 0 08 Feb 2019
Tensorized Embedding Layers for Efficient Model Compression Oleksii Hrinchuk Valentin Khrulkov L. Mirvakhabova Elena Orlova Ivan Oseledets 91 73 0 30 Jan 2019
COSINE: Compressive Network Embedding on Large-scale Information Networks Zhengyan Zhang Cheng Yang Zhiyuan Liu Maosong Sun Zhichong Fang Bo Zhang Leyu Lin GNN 50 7 0 21 Dec 2018
Transition-based Parsing with Lighter Feed-Forward Networks David Vilares Carlos Gómez-Rodríguez 60 6 0 21 Oct 2018
GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking Patrick H. Chen Si Si Yang Li Ciprian Chelba Cho-Jui Hsieh 67 70 0 18 Jun 2018
Fast Decoding in Sequence Models using Discrete Latent Variables Łukasz Kaiser Aurko Roy Ashish Vaswani Niki Parmar Samy Bengio Jakob Uszkoreit Noam M. Shazeer 85 232 0 09 Mar 2018
Simple and Effective Dimensionality Reduction for Word Embeddings Vikas Raunak 83 102 0 11 Aug 2017