The Natural Language Decathlon: Multitask Learning as Question Answering

20 June 2018

Papers citing "The Natural Language Decathlon: Multitask Learning as Question Answering"

34 / 84 papers shown

Title
NewsQA: A Machine Comprehension Dataset Adam Trischler Tong Wang Xingdi Yuan Justin Harris Alessandro Sordoni Philip Bachman Kaheer Suleman 68 891 0 29 Nov 2016
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation Melvin Johnson M. Schuster Quoc V. Le M. Krikun Yonghui Wu ... F. Viégas Martin Wattenberg Gregory S. Corrado Macduff Hughes Jeffrey Dean 95 2,087 0 14 Nov 2016
Unsupervised Pretraining for Sequence to Sequence Learning Prajit Ramachandran Peter J. Liu Quoc V. Le SSL AIMat 71 281 0 08 Nov 2016
Dynamic Coattention Networks For Question Answering Caiming Xiong Victor Zhong R. Socher AIMat 68 684 0 05 Nov 2016
Bidirectional Attention Flow for Machine Comprehension Minjoon Seo Aniruddha Kembhavi Ali Farhadi Hannaneh Hajishirzi 105 2,088 0 05 Nov 2016
A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks Kazuma Hashimoto Caiming Xiong Yoshimasa Tsuruoka R. Socher KELM 70 575 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 815 6,768 0 26 Sep 2016
Pointer Sentinel Mixture Models Stephen Merity Caiming Xiong James Bradbury R. Socher RALM 168 2,814 0 26 Sep 2016
Machine Comprehension Using Match-LSTM and Answer Pointer Shuohang Wang Jing Jiang 60 594 0 29 Aug 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 251 10,412 0 21 Jul 2016
Neural Tree Indexers for Text Understanding Tsendsuren Munkhdalai Hong-ye Yu 53 104 0 15 Jul 2016
Neural Semantic Encoders Tsendsuren Munkhdalai Hong-ye Yu 242 132 0 14 Jul 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 153 8,067 0 16 Jun 2016
Learning to learn by gradient descent by gradient descent Marcin Andrychowicz Misha Denil Sergio Gomez Colmenarejo Matthew W. Hoffman David Pfau Tom Schaul Brendan Shillingford Nando de Freitas 85 2,000 0 14 Jun 2016
Neural Belief Tracker: Data-Driven Dialogue State Tracking N. Mrksic Diarmuid Ó Séaghdha Tsung-Hsien Wen Blaise Thomson S. Young 79 482 0 12 Jun 2016
A Network-based End-to-End Trainable Task-oriented Dialogue System Tsung-Hsien Wen David Vandyke N. Mrksic Milica Gasic L. Rojas-Barahona Pei-hao Su Stefan Ultes S. Young 57 1,104 0 15 Apr 2016
Transfer Learning for Low-Resource Neural Machine Translation Barret Zoph Deniz Yuret Jonathan May Kevin Knight 68 851 0 08 Apr 2016
Pointing the Unknown Words Çağlar Gülçehre Sungjin Ahn Ramesh Nallapati Bowen Zhou Yoshua Bengio 38 524 0 26 Mar 2016
Incorporating Copying Mechanism in Sequence-to-Sequence Learning Jiatao Gu Zhengdong Lu Hang Li Victor O.K. Li 126 1,539 0 21 Mar 2016
Dynamic Memory Networks for Visual and Textual Question Answering Caiming Xiong Stephen Merity R. Socher 54 753 0 04 Mar 2016
Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond Ramesh Nallapati Bowen Zhou Cicero Nogueira dos Santos Çağlar Gülçehre Bing Xiang AIMat 190 2,538 0 19 Feb 2016
Multi-task Sequence to Sequence Learning Minh-Thang Luong Quoc V. Le Ilya Sutskever Oriol Vinyals Lukasz Kaiser AIMat 89 807 0 19 Nov 2015
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 226 4,268 0 21 Aug 2015
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 316 7,951 0 17 Aug 2015
Ask Me Anything: Dynamic Memory Networks for Natural Language Processing A. Kumar Ozan Irsoy Peter Ondruska Mohit Iyyer James Bradbury Ishaan Gulrajani Victor Zhong Romain Paulus R. Socher 85 1,176 0 24 Jun 2015
Skip-Thought Vectors Ryan Kiros Yukun Zhu Ruslan Salakhutdinov R. Zemel Antonio Torralba R. Urtasun Sanja Fidler SSL 149 2,405 0 22 Jun 2015
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 274 3,527 0 10 Jun 2015
Pointer Networks Oriol Vinyals Meire Fortunato Navdeep Jaitly 96 3,036 0 09 Jun 2015
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks Kai Sheng Tai R. Socher Christopher D. Manning AIMat 115 3,117 0 28 Feb 2015
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 285 20,491 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 390 27,205 0 01 Sep 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 298 33,445 0 16 Oct 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 552 31,406 0 16 Jan 2013
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 135 7,711 0 02 Mar 2011