Compressing Word Embeddings via Deep Compositional Code Learning

3 November 2017

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

19 / 19 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 21 0 0 13 Mar 2023
Embedding Compression for Text Classification Using Dictionary Screening Jing Zhou Xinru Jing Mu Liu Hansheng Wang 21 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 26 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 20 1 0 20 Aug 2021
Semi-supervised Network Embedding with Differentiable Deep Quantisation Tao He Lianli Gao Jingkuan Song Yuan-Fang Li 8 5 0 20 Aug 2021
Understanding Capacity-Driven Scale-Out Neural Recommendation Inference Michael Lui Yavuz Yetim Özgür Özkan Zhuoran Zhao Shin-Yeh Tsai Carole-Jean Wu Mark Hempstead GNN BDL LRM 22 51 0 04 Nov 2020
Robust and Consistent Estimation of Word Embedding for Bangla Language by fine-tuning Word2Vec Model Rifat Rahman 9 9 0 26 Oct 2020
METEOR: Learning Memory and Time Efficient Representations from Multi-modal Data Streams Amila Silva S. Karunasekera C. Leckie Ling Luo AI4TS 19 2 0 23 Jul 2020
Embedding Compression with Isotropic Iterative Quantization Siyu Liao Jie Chen Yanzhi Wang Qinru Qiu Bo Yuan MQ 26 11 0 11 Jan 2020
Deconstructing and reconstructing word embedding algorithms Edward Newell Kian Kenyon-Dean Jackie C.K. Cheung 39 4 0 29 Nov 2019
Image Captioning with Sparse Recurrent Neural Network J. Tan Chee Seng Chan Joon Huang Chuah VLM 21 6 0 28 Aug 2019
Latent Multi-Criteria Ratings for Recommendations Pan Li Alexander Tuzhilin 17 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 18 22 0 19 Jun 2019
Compositional Coding Capsule Network with K-Means Routing for Text Classification Hao Ren Hong-wei Lu 22 53 0 22 Oct 2018
Simple and Effective Dimensionality Reduction for Word Embeddings Vikas Raunak 14 101 0 11 Aug 2017
Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights Aojun Zhou Anbang Yao Yiwen Guo Lin Xu Yurong Chen MQ 337 1,049 0 10 Feb 2017