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The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations

7 November 2015

Jason Weston

Papers citing "The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations"

50 / 306 papers shown

Title
Ruminating Reader: Reasoning with Gated Multi-Hop Attention Yichen Gong Samuel R. Bowman 91 47 0 24 Apr 2017
Learning to Skim Text Adams Wei Yu Hongrae Lee Quoc V. Le RALM 101 124 0 23 Apr 2017
SearchQA: A New Q&A Dataset Augmented with Context from a Search Engine Matthew Dunn Levent Sagun Mike Higgins V. U. Güney Volkan Cirik Kyunghyun Cho RALM 162 458 0 18 Apr 2017
RACE: Large-scale ReAding Comprehension Dataset From Examinations Guokun Lai Qizhe Xie Hanxiao Liu Yiming Yang Eduard H. Hovy ELM 304 1,360 0 15 Apr 2017
Reformulating Level Sets as Deep Recurrent Neural Network Approach to Semantic Segmentation Ngan Le Kha Gia Quach Khoa Luu Marios Savvides Chenchen Zhu 69 71 0 12 Apr 2017
Reading Wikipedia to Answer Open-Domain Questions Danqi Chen Adam Fisch Jason Weston Antoine Bordes RALM 123 2,020 0 31 Mar 2017
Making Neural QA as Simple as Possible but not Simpler Dirk Weissenborn Georg Wiese Laura Seiffe 98 210 0 14 Mar 2017
Exploring Question Understanding and Adaptation in Neural-Network-Based Question Answering Junbei Zhang Xiao-Dan Zhu Qian Chen Lirong Dai Si Wei Hui Jiang 83 54 0 14 Mar 2017
Learning to Remember Rare Events Lukasz Kaiser Ofir Nachum Aurko Roy Samy Bengio RALM CLL 144 366 0 09 Mar 2017
A Comparative Study of Word Embeddings for Reading Comprehension Bhuwan Dhingra Hanxiao Liu Ruslan Salakhutdinov William W. Cohen 53 40 0 02 Mar 2017
Scaffolding Networks: Incremental Learning and Teaching Through Questioning Asli Celikyilmaz Li Deng Lihong Li Chong-Jun Wang LRM CLL 48 2 0 28 Feb 2017
Frustratingly Short Attention Spans in Neural Language Modeling Michal Daniluk Tim Rocktaschel Johannes Welbl Sebastian Riedel 113 112 0 15 Feb 2017
Tracking the World State with Recurrent Entity Networks Mikael Henaff Jason Weston Arthur Szlam Antoine Bordes Yann LeCun KELM 122 229 0 12 Dec 2016
NewsQA: A Machine Comprehension Dataset Adam Trischler Tong Wang Xingdi Yuan Justin Harris Alessandro Sordoni Philip Bachman Kaheer Suleman 185 894 0 29 Nov 2016
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset Payal Bajaj Daniel Fernando Campos Nick Craswell Li Deng Jianfeng Gao ... Mir Rosenberg Xia Song Alina Stoica Saurabh Tiwary Tong Wang RALM 329 2,753 0 28 Nov 2016
Emergent Predication Structure in Hidden State Vectors of Neural Readers Hai Wang Takeshi Onishi Kevin Gimpel David A. McAllester 67 8 0 23 Nov 2016
Commonsense Knowledge Enhanced Embeddings for Solving Pronoun Disambiguation Problems in Winograd Schema Challenge Quan Liu Hui Jiang Zhenhua Ling Xiao-Dan Zhu Si Wei Yu Hu 57 14 0 13 Nov 2016
Hierarchical Question Answering for Long Documents Eunsol Choi D. Hewlett Alexandre Lacoste Illia Polosukhin Jakob Uszkoreit Jonathan Berant RALM 99 168 0 06 Nov 2016
A Compare-Aggregate Model for Matching Text Sequences Shuohang Wang Jing Jiang 81 277 0 06 Nov 2016
Words or Characters? Fine-grained Gating for Reading Comprehension Zhilin Yang Bhuwan Dhingra Ye Yuan Junjie Hu William W. Cohen Ruslan Salakhutdinov AI4CE 93 101 0 06 Nov 2016
Dynamic Coattention Networks For Question Answering Caiming Xiong Victor Zhong R. Socher AIMat 94 684 0 05 Nov 2016
Bidirectional Attention Flow for Machine Comprehension Minjoon Seo Aniruddha Kembhavi Ali Farhadi Hannaneh Hajishirzi 217 2,091 0 05 Nov 2016
Learning Recurrent Span Representations for Extractive Question Answering Kenton Lee Shimi Salant Tom Kwiatkowski Ankur P. Parikh Dipanjan Das Jonathan Berant RALM 140 151 0 04 Nov 2016
End-to-End Answer Chunk Extraction and Ranking for Reading Comprehension Yang Yu Wei Zhang K. Hasan Mo Yu Bing Xiang Bowen Zhou 71 76 0 31 Oct 2016
Represent, Aggregate, and Constrain: A Novel Architecture for Machine Reading from Noisy Sources Jason Naradowsky Sebastian Riedel 36 1 0 30 Oct 2016
Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes Jack W. Rae Jonathan J. Hunt Tim Harley Ivo Danihelka A. Senior Greg Wayne Alex Graves Timothy Lillicrap 94 158 0 27 Oct 2016
Broad Context Language Modeling as Reading Comprehension Zewei Chu Hai Wang Kevin Gimpel David A. McAllester 70 25 0 26 Oct 2016
Reasoning with Memory Augmented Neural Networks for Language Comprehension Tsendsuren Munkhdalai Hong-ye Yu 95 25 0 20 Oct 2016
Gated End-to-End Memory Networks Julien Perez Fei Liu LRM 75 103 0 13 Oct 2016
Embracing data abundance: BookTest Dataset for Reading Comprehension Ondrej Bajgar Rudolf Kadlec Jan Kleindienst 85 66 0 04 Oct 2016
ReasoNet: Learning to Stop Reading in Machine Comprehension Yelong Shen Po-Sen Huang Jianfeng Gao Weizhu Chen LRM 110 307 0 17 Sep 2016
Machine Comprehension Using Match-LSTM and Answer Pointer Shuohang Wang Jing Jiang 100 594 0 29 Aug 2016
Who did What: A Large-Scale Person-Centered Cloze Dataset Takeshi Onishi Hai Wang Joey Tianyi Zhou Kevin Gimpel David A. McAllester AIMat 90 141 0 19 Aug 2016
A Neural Knowledge Language Model Sungjin Ahn Heeyoul Choi Tanel Pärnamaa Yoshua Bengio 91 123 0 01 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 97 96 0 21 Jul 2016
Attention-over-Attention Neural Networks for Reading Comprehension Yiming Cui Zhongfu Chen Si Wei Shijin Wang Ting Liu Guoping Hu AIMat 88 441 0 15 Jul 2016
Separating Answers from Queries for Neural Reading Comprehension Dirk Weissenborn GNN 82 21 0 12 Jul 2016
Consensus Attention-based Neural Networks for Chinese Reading Comprehension Yiming Cui Ting Liu Zhongfu Chen Shijin Wang Guoping Hu 88 87 0 08 Jul 2016
Dynamic Neural Turing Machine with Soft and Hard Addressing Schemes Çağlar Gülçehre A. Chandar Kyunghyun Cho Yoshua Bengio 149 64 0 30 Jun 2016
The LAMBADA dataset: Word prediction requiring a broad discourse context Denis Paperno Germán Kruszewski Angeliki Lazaridou Q. N. Pham Raffaella Bernardi Sandro Pezzelle Marco Baroni Gemma Boleda Raquel Fernández 184 727 0 20 Jun 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 320 8,191 0 16 Jun 2016
Matching Networks for One Shot Learning Oriol Vinyals Charles Blundell Timothy Lillicrap Koray Kavukcuoglu Daan Wierstra VLM 537 7,361 0 13 Jun 2016
Conditional Generation and Snapshot Learning in Neural Dialogue Systems Tsung-Hsien Wen Milica Gasic N. Mrksic L. Rojas-Barahona Pei-hao Su Stefan Ultes David Vandyke S. Young 89 79 0 10 Jun 2016
Key-Value Memory Networks for Directly Reading Documents Alexander H. Miller Adam Fisch Jesse Dodge Amir-Hossein Karimi Antoine Bordes Jason Weston RALM KELM OffRL 148 972 0 09 Jun 2016
A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task Danqi Chen Jason Bolton Christopher D. Manning ELM 105 571 0 09 Jun 2016
Natural Language Comprehension with the EpiReader Adam Trischler Zheng Ye Xingdi Yuan Kaheer Suleman 93 95 0 07 Jun 2016
Iterative Alternating Neural Attention for Machine Reading Alessandro Sordoni Philip Bachman Adam Trischler Yoshua Bengio CLL AIMat 86 119 0 07 Jun 2016
Gated-Attention Readers for Text Comprehension Bhuwan Dhingra Hanxiao Liu Zhilin Yang William W. Cohen Ruslan Salakhutdinov 78 417 0 05 Jun 2016
Dialog-based Language Learning Jason Weston LLMAG 133 109 0 20 Apr 2016
A Parallel-Hierarchical Model for Machine Comprehension on Sparse Data Adam Trischler Zheng Ye Xingdi Yuan Jing He Philip Bachman Kaheer Suleman 51 48 0 29 Mar 2016