Compressing Word Embeddings via Deep Compositional Code Learning

3 November 2017

Papers citing "Compressing Word Embeddings via Deep Compositional Code Learning"

14 / 14 papers shown

Title
Parameter-Efficient Transformer Embeddings Henry Ndubuaku Mouad Talhi 24 0 0 04 May 2025
MultiTok: Variable-Length Tokenization for Efficient LLMs Adapted from LZW Compression Noel Elias H. Esfahanizadeh Kaan Kale S. Vishwanath Muriel Médard 33 0 0 28 Oct 2024
Rediscovering Hashed Random Projections for Efficient Quantization of Contextualized Sentence Embeddings Ulf A. Hamster Ji-Ung Lee Alexander Geyken Iryna Gurevych 18 0 0 13 Mar 2023
Embedding Compression for Text Classification Using Dictionary Screening Jing Zhou Xinru Jing Mu Liu Hansheng Wang 19 0 0 23 Nov 2022
Toward Compact Parameter Representations for Architecture-Agnostic Neural Network Compression Yuezhou Sun Wenlong Zhao Lijun Zhang Xiao Liu Hui Guan Matei A. Zaharia 21 0 0 19 Nov 2021
A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning Iris A. M. Huijben W. Kool Max B. Paulus Ruud J. G. van Sloun 26 93 0 04 Oct 2021
Unsupervised Domain-adaptive Hash for Networks Tao He Lianli Gao Jingkuan Song Yuan-Fang Li 18 1 0 20 Aug 2021
METEOR: Learning Memory and Time Efficient Representations from Multi-modal Data Streams Amila Silva S. Karunasekera C. Leckie Ling Luo AI4TS 14 2 0 23 Jul 2020
Embedding Compression with Isotropic Iterative Quantization Siyu Liao Jie Chen Yanzhi Wang Qinru Qiu Bo Yuan MQ 18 11 0 11 Jan 2020
Deconstructing and reconstructing word embedding algorithms Edward Newell Kian Kenyon-Dean Jackie C.K. Cheung 31 4 0 29 Nov 2019
Latent Multi-Criteria Ratings for Recommendations Pan Li Alexander Tuzhilin 15 23 0 26 Jun 2019
Learning Compressed Sentence Representations for On-Device Text Processing Dinghan Shen Pengyu Cheng Dhanasekar Sundararaman Xinyuan Zhang Qian Yang Meng Tang Asli Celikyilmaz Lawrence Carin 16 22 0 19 Jun 2019
Compositional Coding Capsule Network with K-Means Routing for Text Classification Hao Ren Hong-wei Lu 14 53 0 22 Oct 2018
Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights Aojun Zhou Anbang Yao Yiwen Guo Lin Xu Yurong Chen MQ 311 1,047 0 10 Feb 2017