Learning Compressed Sentence Representations for On-Device Text Processing

19 June 2019

Dinghan Shen

Pengyu Cheng

Dhanasekar Sundararaman

Lawrence Carin

Papers citing "Learning Compressed Sentence Representations for On-Device Text Processing"

29 / 29 papers shown

Title
No Training Required: Exploring Random Encoders for Sentence Classification John Wieting Douwe Kiela 66 99 0 29 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
Improving Sentence Representations with Consensus Maximisation Shuai Tang V. D. Sa SSL AI4TS 49 4 0 02 Oct 2018
Learning K-way D-dimensional Discrete Codes for Compact Embedding Representations Ting-Li Chen Martin Renqiang Min Yizhou Sun 58 71 0 21 Jun 2018
NASH: Toward End-to-End Neural Architecture for Generative Semantic Hashing Dinghan Shen Qinliang Su Paidamoyo Chapfuwa Wenlin Wang Guoyin Wang Lawrence Carin Ricardo Henao 53 58 0 14 May 2018
Universal Sentence Encoder Daniel Cer Yinfei Yang Sheng-yi Kong Nan Hua Nicole Limtiaco ... Steve Yuan Chris Tar Yun-hsuan Sung B. Strope R. Kurzweil 439 1,904 0 29 Mar 2018
Near-lossless Binarization of Word Embeddings Julien Tissier Christophe Gravier Amaury Habrard MQ 59 50 0 24 Mar 2018
SentEval: An Evaluation Toolkit for Universal Sentence Representations Alexis Conneau Douwe Kiela 100 641 0 14 Mar 2018
An efficient framework for learning sentence representations Lajanugen Logeswaran Honglak Lee 85 544 0 07 Mar 2018
Learning K-way D-dimensional Discrete Code For Compact Embedding Representations Ting Chen Martin Renqiang Min Yizhou Sun 31 10 0 08 Nov 2017
Compressing Word Embeddings via Deep Compositional Code Learning Raphael Shu Hideki Nakayama 74 129 0 03 Nov 2017
DisSent: Sentence Representation Learning from Explicit Discourse Relations Allen Nie Erin D. Bennett Noah D. Goodman SSL 43 54 0 12 Oct 2017
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data Alexis Conneau Douwe Kiela Holger Schwenk Loïc Barrault Antoine Bordes AI4TS SSL 229 2,103 0 05 May 2017
Discourse-Based Objectives for Fast Unsupervised Sentence Representation Learning Yacine Jernite Samuel R. Bowman David Sontag 75 111 0 23 Apr 2017
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 522 4,479 0 18 Apr 2017
Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features Matteo Pagliardini Prakhar Gupta Martin Jaggi SSL 158 694 0 07 Mar 2017
Stochastic Generative Hashing Bo Dai Ruiqi Guo Sanjiv Kumar Niao He Le Song TPM 61 106 0 11 Jan 2017
Learning Generic Sentence Representations Using Convolutional Neural Networks Zhe Gan Yunchen Pu Ricardo Henao Chunyuan Li Xiaodong He Lawrence Carin SSL 68 98 0 23 Nov 2016
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 334 5,364 0 03 Nov 2016
Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks Yossi Adi Einat Kermany Yonatan Belinkov Ofer Lavi Yoav Goldberg 64 545 0 15 Aug 2016
Bag of Tricks for Efficient Text Classification Armand Joulin Edouard Grave Piotr Bojanowski Tomas Mikolov VLM 175 4,622 0 06 Jul 2016
Learning Distributed Representations of Sentences from Unlabelled Data Felix Hill Kyunghyun Cho Anna Korhonen SSL 176 574 0 10 Feb 2016
Towards Universal Paraphrastic Sentence Embeddings John Wieting Joey Tianyi Zhou Kevin Gimpel Karen Livescu AI4TS 163 555 0 25 Nov 2015
Semi-supervised Sequence Learning Andrew M. Dai Quoc V. Le SSL 128 1,233 0 04 Nov 2015
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 315 4,287 0 21 Aug 2015
Skip-Thought Vectors Ryan Kiros Yukun Zhu Ruslan Salakhutdinov R. Zemel Antonio Torralba R. Urtasun Sanja Fidler SSL 216 2,411 0 22 Jun 2015
Hashing with binary autoencoders M. A. Carreira-Perpiñán Ramin Raziperchikolaei 57 180 0 05 Jan 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,115 0 22 Dec 2014
Hashing for Similarity Search: A Survey Jingdong Wang Heng Tao Shen Jingkuan Song Jianqiu Ji 59 556 0 13 Aug 2014