Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks

19 February 2015

Jason Weston

Papers citing "Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks"

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Title
Here's My Point: Joint Pointer Architecture for Argument Mining P. Potash Alexey Romanov Anna Rumshisky 6 3 0 28 Dec 2016
A Context-aware Attention Network for Interactive Question Answering Huayu Li Martin Renqiang Min Yong Ge Asim Kadav 21 67 0 22 Dec 2016
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning Justin Johnson B. Hariharan L. V. D. van der Maaten Li Fei-Fei C. L. Zitnick Ross B. Girshick CoGe 18 2,319 0 20 Dec 2016
Automatic Generation of Grounded Visual Questions Shijie Zhang Lizhen Qu Shaodi You Zhenglu Yang Jiawan Zhang OOD 27 79 0 20 Dec 2016
Few-Shot Object Recognition from Machine-Labeled Web Images Zhongwen Xu Linchao Zhu Yi Yang VLM 16 66 0 19 Dec 2016
Learning through Dialogue Interactions by Asking Questions Jiwei Li Alexander H. Miller S. Chopra MarcÁurelio Ranzato Jason Weston 14 55 0 15 Dec 2016
Tracking the World State with Recurrent Entity Networks Mikael Henaff Jason Weston Arthur Szlam Antoine Bordes Yann LeCun KELM 21 226 0 12 Dec 2016
Reading Comprehension using Entity-based Memory Network Xun Wang Katsuhito Sudoh Masaaki Nagata Tomohide Shibata Daisuke Kawahara Sadao Kurohashi KELM 37 3 0 12 Dec 2016
Condensed Memory Networks for Clinical Diagnostic Inferencing Aaditya (Adi) Prakash Siyuan Zhao Sadid A. Hasan Vivek Datla Kathy Lee Ashequl Qadir Joey Liu Oladimeji Farri 22 102 0 06 Dec 2016
MarioQA: Answering Questions by Watching Gameplay Videos Jonghwan Mun Paul Hongsuck Seo Ilchae Jung Bohyung Han 50 108 0 06 Dec 2016
Dialogue Learning With Human-In-The-Loop Jiwei Li Alexander H. Miller S. Chopra MarcÁurelio Ranzato Jason Weston OffRL 227 134 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 78 2,660 0 28 Nov 2016
Visual Dialog Abhishek Das Satwik Kottur Khushi Gupta Avi Singh Deshraj Yadav José M. F. Moura Devi Parikh Dhruv Batra 69 990 0 26 Nov 2016
GuessWhat?! Visual object discovery through multi-modal dialogue H. D. Vries Florian Strub A. Chandar Olivier Pietquin Hugo Larochelle Aaron Courville VLM 32 426 0 23 Nov 2016
Emergent Predication Structure in Hidden State Vectors of Neural Readers Hai Wang Takeshi Onishi Kevin Gimpel David A. McAllester 11 7 0 23 Nov 2016
A dataset and exploration of models for understanding video data through fill-in-the-blank question-answering Tegan Maharaj Nicolas Ballas Anna Rohrbach Aaron Courville C. Pal VGen 15 107 0 23 Nov 2016
Visualizing and Understanding Curriculum Learning for Long Short-Term Memory Networks Volkan Cirik Eduard H. Hovy Louis-Philippe Morency 21 71 0 18 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 27 168 0 06 Nov 2016
Eve: A Gradient Based Optimization Method with Locally and Globally Adaptive Learning Rates Hiroaki Hayashi Jayanth Koushik Graham Neubig ODL 19 31 0 04 Nov 2016
Represent, Aggregate, and Constrain: A Novel Architecture for Machine Reading from Noisy Sources Jason Naradowsky Sebastian Riedel 10 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 16 158 0 27 Oct 2016
Virtual Embodiment: A Scalable Long-Term Strategy for Artificial Intelligence Research Douwe Kiela L. Bulat A. Vero S. Clark LM&Ro 11 47 0 24 Oct 2016
Gated End-to-End Memory Networks Julien Perez Fei Liu LRM 12 103 0 13 Oct 2016
Open-Ended Visual Question-Answering Issey Masuda Santiago Pascual de la Puente Xavier Giró-i-Nieto 28 9 0 09 Oct 2016
Optimizing Neural Network Hyperparameters with Gaussian Processes for Dialog Act Classification Franck Dernoncourt Ji Young Lee 25 26 0 27 Sep 2016
Towards Transparent AI Systems: Interpreting Visual Question Answering Models Yash Goyal Akrit Mohapatra Devi Parikh Dhruv Batra 22 74 0 31 Aug 2016
Measuring Machine Intelligence Through Visual Question Answering C. L. Zitnick Aishwarya Agrawal Stanislaw Antol Margaret Mitchell Dhruv Batra Devi Parikh 27 37 0 31 Aug 2016
Machine Comprehension Using Match-LSTM and Answer Pointer Shuohang Wang Jing Jiang 15 594 0 29 Aug 2016
Fathom: Reference Workloads for Modern Deep Learning Methods Robert Adolf Saketh Rama Brandon Reagen Gu-Yeon Wei David Brooks 22 182 0 23 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 13 140 0 19 Aug 2016
WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia D. Hewlett Alexandre Lacoste Llion Jones Illia Polosukhin Andrew Fandrianto Jay Han Matthew Kelcey David Berthelot RALM 39 138 0 11 Aug 2016
Spacetimes with Semantics (III) - The Structure of Functional Knowledge Representation and Artificial Reasoning M. Burgess 14 1 0 07 Aug 2016
A Neural Knowledge Language Model Sungjin Ahn Heeyoul Choi Tanel Pärnamaa Yoshua Bengio 25 123 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
Visual Question Answering: A Survey of Methods and Datasets Qi Wu Damien Teney Peng Wang Chunhua Shen A. Dick Anton Van Den Hengel 32 413 0 20 Jul 2016
Mapping distributional to model-theoretic semantic spaces: a baseline Franck Dernoncourt 13 3 0 11 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
Sort Story: Sorting Jumbled Images and Captions into Stories Harsh Agrawal Arjun Chandrasekaran Dhruv Batra Devi Parikh Joey Tianyi Zhou 22 60 0 23 Jun 2016
Concrete Problems in AI Safety Dario Amodei C. Olah Jacob Steinhardt Paul Christiano John Schulman Dandelion Mané 26 2,320 0 21 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 13 658 0 20 Jun 2016
FVQA: Fact-based Visual Question Answering Peng Wang Qi Wu Chunhua Shen Anton van den Hengel A. Dick CoGe 39 454 0 17 Jun 2016
Simpler Context-Dependent Logical Forms via Model Projections R. Long Panupong Pasupat Percy Liang 210 101 0 16 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
No Need to Pay Attention: Simple Recurrent Neural Networks Work! (for Answering "Simple" Questions) Ferhan Ture O. Jojic 16 12 0 16 Jun 2016
Query-Reduction Networks for Question Answering Minjoon Seo Sewon Min Ali Farhadi Hannaneh Hajishirzi LRM ReLM 17 18 0 14 Jun 2016
Dialog state tracking, a machine reading approach using Memory Network J. Perez Fei Liu 14 2 0 13 Jun 2016
De-identification of Patient Notes with Recurrent Neural Networks Franck Dernoncourt Ji Young Lee Özlem Uzuner Peter Szolovits OOD 19 371 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 25 959 0 09 Jun 2016
A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task Danqi Chen Jason Bolton Christopher D. Manning ELM 19 565 0 09 Jun 2016