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
Natural Language Comprehension with the EpiReader Adam Trischler Zheng Ye Xingdi Yuan Kaheer Suleman 29 94 0 07 Jun 2016
CFO: Conditional Focused Neural Question Answering with Large-scale Knowledge Bases Zihang Dai Lei Li Wenyuan Xu 13 143 0 07 Jun 2016
Generating Natural Language Inference Chains Vladyslav Kolesnyk Tim Rocktaschel Sebastian Riedel ReLM LRM 29 20 0 04 Jun 2016
Learning Multiagent Communication with Backpropagation Sainbayar Sukhbaatar Arthur Szlam Rob Fergus 47 1,137 0 25 May 2016
Learning End-to-End Goal-Oriented Dialog Antoine Bordes Y-Lan Boureau Jason Weston 20 777 0 24 May 2016
Hierarchical Memory Networks A. Chandar Sungjin Ahn Hugo Larochelle Pascal Vincent Gerald Tesauro Yoshua Bengio 11 85 0 24 May 2016
On the Evaluation of Dialogue Systems with Next Utterance Classification Ryan J. Lowe Iulian Serban Michael Noseworthy Laurent Charlin Joelle Pineau ELM 23 66 0 18 May 2016
Joint Learning of Sentence Embeddings for Relevance and Entailment P. Baudis S. Stanko Jan Sedivý 18 11 0 16 May 2016
Common-Description Learning: A Framework for Learning Algorithms and Generating Subproblems from Few Examples Basem G. El-Barashy 22 0 0 01 May 2016
Dialog-based Language Learning Jason Weston LLMAG 24 108 0 20 Apr 2016
A Corpus and Evaluation Framework for Deeper Understanding of Commonsense Stories N. Mostafazadeh Nathanael Chambers Xiaodong He Devi Parikh Dhruv Batra Lucy Vanderwende Pushmeet Kohli James F. Allen 29 701 0 06 Apr 2016
Multi-Field Structural Decomposition for Question Answering Tomasz Jurczyk Jinho Choi ReLM 14 0 0 04 Apr 2016
How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation Chia-Wei Liu Ryan J. Lowe Iulian Serban Michael Noseworthy Laurent Charlin Joelle Pineau 33 1,287 0 25 Mar 2016
A Diagram Is Worth A Dozen Images Aniruddha Kembhavi M. Salvato Eric Kolve Minjoon Seo Hannaneh Hajishirzi Ali Farhadi 3DV 12 431 0 24 Mar 2016
Sentence Pair Scoring: Towards Unified Framework for Text Comprehension P. Baudis Jan Pichl Tomáš Vyskočil Jan Sedivý 22 36 0 19 Mar 2016
Topic Modeling Using Distributed Word Embeddings R. Randhawa Parag Jain Gagan Madan 21 3 0 15 Mar 2016
Dynamic Memory Networks for Visual and Textual Question Answering Caiming Xiong Stephen Merity R. Socher 25 753 0 04 Mar 2016
Attention-Based Convolutional Neural Network for Machine Comprehension Wenpeng Yin Sebastian Ebert Hinrich Schütze 27 99 0 13 Feb 2016
Learning Over Long Time Lags Hojjat Salehinejad AI4TS 33 8 0 13 Feb 2016
TabMCQ: A Dataset of General Knowledge Tables and Multiple-choice Questions S. Jauhar Peter D. Turney Eduard H. Hovy LMTD 37 22 0 12 Feb 2016
MovieQA: Understanding Stories in Movies through Question-Answering Makarand Tapaswi Yukun Zhu Rainer Stiefelhagen Antonio Torralba R. Urtasun Sanja Fidler 35 736 0 09 Dec 2015
Neural Enquirer: Learning to Query Tables with Natural Language Pengcheng Yin Zhengdong Lu Hang Li B. Kao LMTD 20 40 0 03 Dec 2015
A Roadmap towards Machine Intelligence Tomáš Mikolov Armand Joulin Marco Baroni 21 118 0 25 Nov 2015
MazeBase: A Sandbox for Learning from Games Sainbayar Sukhbaatar Arthur Szlam Gabriel Synnaeve Soumith Chintala Rob Fergus 9 80 0 23 Nov 2015
Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems Jesse Dodge Andreea Gane Xiang Zhang Antoine Bordes S. Chopra Alexander H. Miller Arthur Szlam Jason Weston ELM 35 197 0 21 Nov 2015
Adding Gradient Noise Improves Learning for Very Deep Networks Arvind Neelakantan Luke Vilnis Quoc V. Le Ilya Sutskever Lukasz Kaiser Karol Kurach James Martens AI4CE ODL 27 541 0 21 Nov 2015
Reasoning in Vector Space: An Exploratory Study of Question Answering Moontae Lee Xiaodong He Wen-tau Yih Jianfeng Gao Li Deng P. Smolensky 19 38 0 19 Nov 2015
Skip-Thought Memory Networks Ethan Caballero KELM 14 0 0 19 Nov 2015
Dynamic Adaptive Network Intelligence Richard Searle M. Bingham-Walker 14 0 0 19 Nov 2015
Gated Graph Sequence Neural Networks Yujia Li Daniel Tarlow Marc Brockschmidt R. Zemel GNN 92 3,259 0 17 Nov 2015
Ask, Attend and Answer: Exploring Question-Guided Spatial Attention for Visual Question Answering Huijuan Xu Kate Saenko 30 760 0 17 Nov 2015
Yin and Yang: Balancing and Answering Binary Visual Questions Peng Zhang Yash Goyal D. Summers-Stay Dhruv Batra Devi Parikh CoGe 22 349 0 16 Nov 2015
Visual7W: Grounded Question Answering in Images Yuke Zhu Oliver Groth Michael S. Bernstein Li Fei-Fei 44 871 0 11 Nov 2015
Neural Module Networks Jacob Andreas Marcus Rohrbach Trevor Darrell Dan Klein CoGe 31 1,062 0 09 Nov 2015
The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations Felix Hill Antoine Bordes S. Chopra Jason Weston RALM 36 633 0 07 Nov 2015
Empirical Study on Deep Learning Models for Question Answering Yang Yu Wei Zhang Chung-Wei Hang Bing Xiang Bowen Zhou 4 5 0 26 Oct 2015
Measuring an Artificial Intelligence System's Performance on a Verbal IQ Test For Young Children S. Ohlsson R. Sloan György Turán Aaron Urasky 9 10 0 11 Sep 2015
Using Thought-Provoking Children's Questions to Drive Artificial Intelligence Research E. Mueller H. Minsky LRM 8 1 0 27 Aug 2015
Towards Neural Network-based Reasoning Baolin Peng Zhengdong Lu Hang Li Kam-Fai Wong NAI LRM 23 74 0 22 Aug 2015
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 22 4,238 0 21 Aug 2015
Occam's Gates Jonathan Raiman Szymon Sidor 29 1 0 27 Jun 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 54 1,175 0 24 Jun 2015
Solving Verbal Comprehension Questions in IQ Test by Knowledge-Powered Word Embedding Huazheng Wang Fei Tian Bin Gao Jiang Bian Tie-Yan Liu 18 12 0 29 May 2015
Ask Your Neurons: A Neural-based Approach to Answering Questions about Images Mateusz Malinowski Marcus Rohrbach Mario Fritz 41 595 0 05 May 2015
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 66 5,376 0 03 May 2015
Learning to Understand Phrases by Embedding the Dictionary Felix Hill Kyunghyun Cho Anna Korhonen Yoshua Bengio NAI 14 192 0 02 Apr 2015
End-To-End Memory Networks Sainbayar Sukhbaatar Arthur Szlam Jason Weston Rob Fergus KELM 20 107 0 31 Mar 2015
The NLP Engine: A Universal Turing Machine for NLP Jiwei Li Eduard H. Hovy 21 6 0 28 Feb 2015
Memory Networks Jason Weston S. Chopra Antoine Bordes GNN KELM 59 1,698 0 15 Oct 2014