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 / 307 papers shown

Title
Learning to Skim Text Adams Wei Yu Hongrae Lee Quoc V. Le RALM 38 124 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 42 452 0 18 Apr 2017
RACE: Large-scale ReAding Comprehension Dataset From Examinations Guokun Lai Qizhe Xie Hanxiao Liu Yiming Yang Eduard H. Hovy ELM 99 1,315 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 27 71 0 12 Apr 2017
Reading Wikipedia to Answer Open-Domain Questions Danqi Chen Adam Fisch Jason Weston Antoine Bordes RALM 57 1,990 0 31 Mar 2017
Making Neural QA as Simple as Possible but not Simpler Dirk Weissenborn Georg Wiese Laura Seiffe 28 209 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 22 54 0 14 Mar 2017
Learning to Remember Rare Events Lukasz Kaiser Ofir Nachum Aurko Roy Samy Bengio RALM CLL 31 363 0 09 Mar 2017
A Comparative Study of Word Embeddings for Reading Comprehension Bhuwan Dhingra Hanxiao Liu Ruslan Salakhutdinov William W. Cohen 25 40 0 02 Mar 2017
Scaffolding Networks: Incremental Learning and Teaching Through Questioning Asli Celikyilmaz Li Deng Lihong Li Chong-Jun Wang LRM CLL 19 2 0 28 Feb 2017
Frustratingly Short Attention Spans in Neural Language Modeling Michal Daniluk Tim Rocktaschel Johannes Welbl Sebastian Riedel 16 111 0 15 Feb 2017
Tracking the World State with Recurrent Entity Networks Mikael Henaff Jason Weston Arthur Szlam Antoine Bordes Yann LeCun KELM 26 227 0 12 Dec 2016
NewsQA: A Machine Comprehension Dataset Adam Trischler Tong Wang Xingdi Yuan Justin Harris Alessandro Sordoni Philip Bachman Kaheer Suleman 46 882 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 81 2,663 0 28 Nov 2016
Emergent Predication Structure in Hidden State Vectors of Neural Readers Hai Wang Takeshi Onishi Kevin Gimpel David A. McAllester 16 7 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 38 14 0 13 Nov 2016
Hierarchical Question Answering for Long Documents Eunsol Choi D. Hewlett Alexandre Lacoste Illia Polosukhin Jakob Uszkoreit Jonathan Berant RALM 30 168 0 06 Nov 2016
A Compare-Aggregate Model for Matching Text Sequences Shuohang Wang Jing Jiang 29 275 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 27 100 0 06 Nov 2016
Dynamic Coattention Networks For Question Answering Caiming Xiong Victor Zhong R. Socher AIMat 40 684 0 05 Nov 2016
Bidirectional Attention Flow for Machine Comprehension Minjoon Seo Aniruddha Kembhavi Ali Farhadi Hannaneh Hajishirzi 65 2,086 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 39 150 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 13 75 0 31 Oct 2016
Represent, Aggregate, and Constrain: A Novel Architecture for Machine Reading from Noisy Sources Jason Naradowsky Sebastian Riedel 15 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 18 158 0 27 Oct 2016
Broad Context Language Modeling as Reading Comprehension Zewei Chu Hai Wang Kevin Gimpel David A. McAllester 8 24 0 26 Oct 2016
Reasoning with Memory Augmented Neural Networks for Language Comprehension Tsendsuren Munkhdalai Hong-ye Yu 38 24 0 20 Oct 2016
Gated End-to-End Memory Networks Julien Perez Fei Liu LRM 12 103 0 13 Oct 2016
Embracing data abundance: BookTest Dataset for Reading Comprehension Ondrej Bajgar Rudolf Kadlec Jan Kleindienst 22 65 0 04 Oct 2016
ReasoNet: Learning to Stop Reading in Machine Comprehension Yelong Shen Po-Sen Huang Jianfeng Gao Weizhu Chen LRM 25 306 0 17 Sep 2016
Machine Comprehension Using Match-LSTM and Answer Pointer Shuohang Wang Jing Jiang 15 594 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 15 140 0 19 Aug 2016
A Neural Knowledge Language Model Sungjin Ahn Heeyoul Choi Tanel Pärnamaa Yoshua Bengio 30 123 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 24 93 0 21 Jul 2016
Attention-over-Attention Neural Networks for Reading Comprehension Yiming Cui Z. Chen Si Wei Shijin Wang Ting Liu Guoping Hu AIMat 27 437 0 15 Jul 2016
Separating Answers from Queries for Neural Reading Comprehension Dirk Weissenborn GNN 30 21 0 12 Jul 2016
Consensus Attention-based Neural Networks for Chinese Reading Comprehension Yiming Cui Ting Liu Z. Chen Shijin Wang Guoping Hu 19 87 0 08 Jul 2016
Dynamic Neural Turing Machine with Soft and Hard Addressing Schemes Çağlar Gülçehre A. Chandar Kyunghyun Cho Yoshua Bengio 20 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 15 659 0 20 Jun 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 16 7,995 0 16 Jun 2016
Matching Networks for One Shot Learning Oriol Vinyals Charles Blundell Timothy Lillicrap Koray Kavukcuoglu Daan Wierstra VLM 112 7,262 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 25 78 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 28 959 0 09 Jun 2016
A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task Danqi Chen Jason Bolton Christopher D. Manning ELM 25 565 0 09 Jun 2016
Natural Language Comprehension with the EpiReader Adam Trischler Zheng Ye Xingdi Yuan Kaheer Suleman 29 94 0 07 Jun 2016
Iterative Alternating Neural Attention for Machine Reading Alessandro Sordoni Philip Bachman Adam Trischler Yoshua Bengio CLL AIMat 32 118 0 07 Jun 2016
Gated-Attention Readers for Text Comprehension Bhuwan Dhingra Hanxiao Liu Zhilin Yang William W. Cohen Ruslan Salakhutdinov 19 416 0 05 Jun 2016
Dialog-based Language Learning Jason Weston LLMAG 24 108 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 7 48 0 29 Mar 2016
Probabilistic Reasoning via Deep Learning: Neural Association Models Quan Liu Hui Jiang Andrew Evdokimov Zhenhua Ling Xiaodan Zhu Si Wei Yu Hu BDL 25 96 0 24 Mar 2016