Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks

11 June 2019

Papers citing "Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks"

33 / 33 papers shown

Title
Quaternion Collaborative Filtering for Recommendation Shuai Zhang Lina Yao Lucas Vinh Tran Aston Zhang Yi Tay 51 27 0 06 Jun 2019
Quaternion Knowledge Graph Embeddings Shuai Zhang Yi Tay Lina Yao Qi Liu 82 464 0 23 Apr 2019
Quaternion Convolutional Neural Networks Xuanyu Zhu Yi Tian Xu Hongteng Xu Changjian Chen 57 152 0 02 Mar 2019
Quaternion Convolutional Neural Networks for Detection and Localization of 3D Sound Events Danilo Comminiello Marco Lella Simone Scardapane A. Uncini 3DPC 52 58 0 17 Dec 2018
Attending to Mathematical Language with Transformers A. Wangperawong 69 22 0 05 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
Phrase-Based Attentions Phi Xuan Nguyen Shafiq Joty 47 8 0 30 Sep 2018
Universal Transformers Mostafa Dehghani Stephan Gouws Oriol Vinyals Jakob Uszkoreit Lukasz Kaiser 87 755 0 10 Jul 2018
Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition Titouan Parcollet Yanzhe Zhang Mohamed Morchid C. Trabelsi G. Linarès R. Mori Yoshua Bengio 51 99 0 20 Jun 2018
Quaternion Recurrent Neural Networks Titouan Parcollet Mirco Ravanelli Mohamed Morchid G. Linarès C. Trabelsi R. Mori Yoshua Bengio 33 132 0 12 Jun 2018
QuaterNet: A Quaternion-based Recurrent Model for Human Motion Dario Pavllo David Grangier Michael Auli 3DH 69 263 0 16 May 2018
Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference Yi Tay Anh Tuan Luu S. Hui 78 100 0 30 Dec 2017
Deep Quaternion Networks Chase J. Gaudet Anthony Maida 58 164 0 13 Dec 2017
A Continuously Growing Dataset of Sentential Paraphrases Wuwei Lan Siyu Qiu Hua He Wei Xu LRM 76 168 0 01 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 786 132,363 0 12 Jun 2017
Deep Complex Networks C. Trabelsi O. Bilaniuk Ying Zhang Dmitriy Serdyuk Sandeep Subramanian J. F. Santos Soroush Mehri Negar Rostamzadeh Yoshua Bengio C. Pal 191 837 0 27 May 2017
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 524 4,494 0 18 Apr 2017
Frustratingly Short Attention Spans in Neural Language Modeling Michal Daniluk Tim Rocktaschel Johannes Welbl Sebastian Riedel 100 112 0 15 Feb 2017
Bilateral Multi-Perspective Matching for Natural Language Sentences Zhiguo Wang Wael Hamza Radu Florian 90 804 0 13 Feb 2017
Bidirectional Attention Flow for Machine Comprehension Minjoon Seo Aniruddha Kembhavi Ali Farhadi Hannaneh Hajishirzi 133 2,091 0 05 Nov 2016
Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies Tal Linzen Emmanuel Dupoux Yoav Goldberg 106 906 0 04 Nov 2016
Enhanced LSTM for Natural Language Inference Qian Chen Xiao-Dan Zhu Zhenhua Ling Si Wei Hui Jiang Diana Inkpen LRM ReLM 104 1,130 0 20 Sep 2016
Complex Embeddings for Simple Link Prediction Théo Trouillon Johannes Welbl Sebastian Riedel Éric Gaussier Guillaume Bouchard BDL 98 2,984 0 20 Jun 2016
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 349 1,375 0 06 Jun 2016
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 433 18,361 0 27 May 2016
Associative Long Short-Term Memory Ivo Danihelka Greg Wayne Benigno Uria Nal Kalchbrenner Alex Graves 70 178 0 09 Feb 2016
Unitary Evolution Recurrent Neural Networks Martín Arjovsky Amar Shah Yoshua Bengio ODL 75 771 0 20 Nov 2015
Holographic Embeddings of Knowledge Graphs Maximilian Nickel Lorenzo Rosasco T. Poggio 73 1,202 0 16 Oct 2015
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 326 4,294 0 21 Aug 2015
The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems Ryan J. Lowe Nissan Pow Iulian Serban Joelle Pineau 80 950 0 30 Jun 2015
Do Multi-Sense Embeddings Improve Natural Language Understanding? Jiwei Li Dan Jurafsky 74 234 0 02 Jun 2015
Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector Space Arvind Neelakantan Jeevan Shankar Alexandre Passos Andrew McCallum 90 465 0 24 Apr 2015
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 578 27,327 0 01 Sep 2014