Navigating with Graph Representations for Fast and Scalable Decoding of Neural Language Models

11 June 2018

Xiaodong Liu

Yuxiong He

Papers citing "Navigating with Graph Representations for Fast and Scalable Decoding of Neural Language Models"

31 / 31 papers shown

Title
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 145 676 0 21 Sep 2018
Theory and Experiments on Vector Quantized Autoencoders Aurko Roy Ashish Vaswani Arvind Neelakantan Niki Parmar 74 88 0 28 May 2018
An Analysis of Neural Language Modeling at Multiple Scales Stephen Merity N. Keskar R. Socher 69 171 0 22 Mar 2018
Breaking the Softmax Bottleneck: A High-Rank RNN Language Model Zhilin Yang Zihang Dai Ruslan Salakhutdinov William W. Cohen BDL 84 373 0 10 Nov 2017
Non-Autoregressive Neural Machine Translation Jiatao Gu James Bradbury Caiming Xiong Victor O.K. Li R. Socher 107 798 0 07 Nov 2017
Regularizing and Optimizing LSTM Language Models Stephen Merity N. Keskar R. Socher 173 1,096 0 07 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 808 132,725 0 12 Jun 2017
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 338 1,900 0 10 Jan 2017
Quasi-Recurrent Neural Networks James Bradbury Stephen Merity Caiming Xiong R. Socher 193 444 0 05 Nov 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhiwen Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 918 6,799 0 26 Sep 2016
Pointer Sentinel Mixture Models Stephen Merity Caiming Xiong James Bradbury R. Socher RALM 349 2,900 0 26 Sep 2016
Advances in All-Neural Speech Recognition Geoffrey Zweig Chengzhu Yu J. Droppo A. Stolcke 63 95 0 19 Sep 2016
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 288 1,341 0 05 Jun 2016
Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphs Yury Malkov Dmitry A. Yashunin AI4TS 143 1,481 0 30 Mar 2016
Exploring the Limits of Language Modeling Rafal Jozefowicz Oriol Vinyals M. Schuster Noam M. Shazeer Yonghui Wu 206 1,145 0 07 Feb 2016
Strategies for Training Large Vocabulary Neural Language Models Welin Chen David Grangier Michael Auli VLM 70 139 0 15 Dec 2015
A Neural Attention Model for Abstractive Sentence Summarization Alexander M. Rush S. Chopra Jason Weston CVBM 186 2,703 0 02 Sep 2015
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 420 7,971 0 17 Aug 2015
Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models Iulian Serban Alessandro Sordoni Yoshua Bengio Aaron Courville Joelle Pineau AILaw 178 1,756 0 17 Jul 2015
A Neural Network Approach to Context-Sensitive Generation of Conversational Responses Alessandro Sordoni Michel Galley Michael Auli Chris Brockett Yangfeng Ji Margaret Mitchell Jian-Yun Nie Jianfeng Gao W. Dolan 103 907 0 22 Jun 2015
A Neural Conversational Model Oriol Vinyals Quoc V. Le BDL 151 1,769 0 19 Jun 2015
Deep Speech: Scaling up end-to-end speech recognition Awni Y. Hannun Carl Case Jared Casper Bryan Catanzaro G. Diamos ... R. Prenger S. Satheesh Shubho Sengupta Adam Coates A. Ng 192 2,128 0 17 Dec 2014
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 607 12,745 0 11 Dec 2014
On Using Very Large Target Vocabulary for Neural Machine Translation Sébastien Jean Kyunghyun Cho Roland Memisevic Yoshua Bengio 159 1,011 0 05 Dec 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 450 20,606 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 584 27,345 0 01 Sep 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.1K 23,414 0 03 Jun 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 406 33,573 0 16 Oct 2013
Speech Recognition with Deep Recurrent Neural Networks Alex Graves Abdel-rahman Mohamed Geoffrey E. Hinton 230 8,529 0 22 Mar 2013
On the difficulty of training Recurrent Neural Networks Razvan Pascanu Tomas Mikolov Yoshua Bengio ODL 209 5,361 0 21 Nov 2012
A Fast and Simple Algorithm for Training Neural Probabilistic Language Models A. Mnih Yee Whye Teh 185 578 0 27 Jun 2012