Learning Recurrent Span Representations for Extractive Question
Answering

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Learning Recurrent Span Representations for Extractive Question Answering

4 November 2016

Tom Kwiatkowski

Ankur P. Parikh

Jonathan Berant

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Papers citing "Learning Recurrent Span Representations for Extractive Question Answering"

13 / 13 papers shown

Title
Structural Embedding of Syntactic Trees for Machine Comprehension R. Liu Junjie Hu Wei Wei Zi Yang Eric Nyberg NAI 89 49 0 02 Mar 2017
Machine Comprehension Using Match-LSTM and Answer Pointer Shuohang Wang Jing Jiang 90 594 0 29 Aug 2016
Dataset and Neural Recurrent Sequence Labeling Model for Open-Domain Factoid Question Answering Peng Li Wei Li Zhen He Xuguang Wang Ying Cao Jie Zhou Wenyuan Xu 78 96 0 21 Jul 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 316 8,177 0 16 Jun 2016
A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task Danqi Chen Jason Bolton Christopher D. Manning ELM 85 571 0 09 Jun 2016
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 359 1,375 0 06 Jun 2016
A Theoretically Grounded Application of Dropout in Recurrent Neural Networks Y. Gal Zoubin Ghahramani UQCV DRL BDL 192 1,650 0 16 Dec 2015
The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations Felix Hill Antoine Bordes S. Chopra Jason Weston RALM 122 638 0 07 Nov 2015
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 355 3,555 0 10 Jun 2015
Pointer Networks Oriol Vinyals Meire Fortunato Navdeep Jaitly 140 3,062 0 09 Jun 2015
LSTM: A Search Space Odyssey Klaus Greff R. Srivastava Jan Koutník Bas R. Steunebrink Jürgen Schmidhuber AI4TS VLM 133 5,315 0 13 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 578 27,338 0 01 Sep 2014

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