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
Ontology Reasoning with Deep Neural Networks Patrick Hohenecker Thomas Lukasiewicz NAI 27 81 0 24 Aug 2018
CoQA: A Conversational Question Answering Challenge Siva Reddy Danqi Chen Christopher D. Manning RALM HAI 49 1,173 0 21 Aug 2018
How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular Benchmarks Divyansh Kaushik Zachary Chase Lipton ELM 39 231 0 14 Aug 2018
Neural Arithmetic Logic Units Andrew Trask Felix Hill Scott E. Reed Jack W. Rae Chris Dyer Phil Blunsom NAI 27 203 0 01 Aug 2018
Universal Transformers Mostafa Dehghani Stephan Gouws Oriol Vinyals Jakob Uszkoreit Lukasz Kaiser 37 743 0 10 Jul 2018
Robust and Scalable Differentiable Neural Computer for Question Answering Jörg Franke Jan Niehues A. Waibel OOD 18 24 0 07 Jul 2018
Text normalization using memory augmented neural networks Subhojeet Pramanik A. Hussain 6 29 0 31 May 2018
Anaphora and Coreference Resolution: A Review R. Sukthanker Soujanya Poria Min Zhang Ramkumar Thirunavukarasu 20 168 0 30 May 2018
GLAC Net: GLocal Attention Cascading Networks for Multi-image Cued Story Generation Taehyeong Kim Min-Oh Heo Seonil Son Kyoung-Wha Park Byoung-Tak Zhang 31 75 0 28 May 2018
Generating Fine-Grained Open Vocabulary Entity Type Descriptions Rajarshi Bhowmik Gerard de Melo 3DV 17 16 0 27 May 2018
Reinforced Extractive Summarization with Question-Focused Rewards Kristjan Arumae Fei Liu 21 31 0 25 May 2018
Think Visually: Question Answering through Virtual Imagery Ankit Goyal Jian Wang Jia Deng 27 2 0 25 May 2018
Working Memory Networks: Augmenting Memory Networks with a Relational Reasoning Module J. Pavez H. Allende H. Allende-Cid GNN 9 22 0 23 May 2018
Energy-Efficient Inference Accelerator for Memory-Augmented Neural Networks on an FPGA Seongsik Park Jaehee Jang Seijoon Kim Sungroh Yoon 15 10 0 21 May 2018
A new dataset and model for learning to understand navigational instructions Ozan Arkan Can Deniz Yuret 26 1 0 21 May 2018
DeepLogic: Towards End-to-End Differentiable Logical Reasoning Nuri Cingillioglu A. Russo NAI LRM 27 18 0 18 May 2018
Tracking State Changes in Procedural Text: A Challenge Dataset and Models for Process Paragraph Comprehension Bhavana Dalvi Lifu Huang Niket Tandon Wen-tau Yih Peter Clark AI4TS 24 134 0 17 May 2018
Modeling Naive Psychology of Characters in Simple Commonsense Stories Hannah Rashkin Antoine Bosselut Maarten Sap Kevin Knight Yejin Choi 17 103 0 16 May 2018
Towards Inference-Oriented Reading Comprehension: ParallelQA Soumya Wadhwa Varsha Embar Matthias Grabmair Eric Nyberg 14 9 0 10 May 2018
A Taxonomy for Neural Memory Networks Ying Ma José C. Príncipe 30 21 0 01 May 2018
Weaver: Deep Co-Encoding of Questions and Documents for Machine Reading Martin Raison Pierre-Emmanuel Mazaré Rajarshi Das Antoine Bordes RALM 28 19 0 27 Apr 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 302 6,996 0 20 Apr 2018
ListOps: A Diagnostic Dataset for Latent Tree Learning Nikita Nangia Samuel R. Bowman 16 135 0 17 Apr 2018
Neural Models for Reasoning over Multiple Mentions using Coreference Bhuwan Dhingra Qiao Jin Zhilin Yang William W. Cohen Ruslan Salakhutdinov GNN LRM 14 104 0 16 Apr 2018
Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks Kun Xu Lingfei Wu Zhiguo Wang Yansong Feng Michael Witbrock V. Sheinin GNN 25 172 0 03 Apr 2018
Artificial Intelligence and its Role in Near Future Jahanzaib Shabbir T. Anwer 27 143 0 01 Apr 2018
Automated Evaluation of Out-of-Context Errors Patrick Huber Jan Niehues A. Waibel 16 0 0 23 Mar 2018
A Dataset and Architecture for Visual Reasoning with a Working Memory G. R. Yang Igor Ganichev Xiao-Jing Wang Jonathon Shlens David Sussillo 14 54 0 16 Mar 2018
Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge Peter Clark Isaac Cowhey Oren Etzioni Tushar Khot Ashish Sabharwal Carissa Schoenick Oyvind Tafjord ELM RALM LRM 43 2,324 0 14 Mar 2018
MCScript: A Novel Dataset for Assessing Machine Comprehension Using Script Knowledge Simon Ostermann Ashutosh Modi Michael Roth Stefan Thater Manfred Pinkal 21 105 0 14 Mar 2018
LCANet: End-to-End Lipreading with Cascaded Attention-CTC Kai Xu Dawei Li N. Cassimatis Xiaolong Wang 33 96 0 13 Mar 2018
Learning and analyzing vector encoding of symbolic representations Roland Fernandez Asli Celikyilmaz Rishabh Singh P. Smolensky NAI 11 4 0 10 Mar 2018
An End-to-End Goal-Oriented Dialog System with a Generative Natural Language Response Generation Stefan Constantin Jan Niehues A. Waibel 20 9 0 06 Mar 2018
Medical Exam Question Answering with Large-scale Reading Comprehension Xiao Zhang Ji Wu Zhiyang He Xien Liu Ying Su 22 67 0 28 Feb 2018
Incremental and Iterative Learning of Answer Set Programs from Mutually Distinct Examples Arindam Mitra Chitta Baral CLL 8 9 0 22 Feb 2018
Critical Percolation as a Framework to Analyze the Training of Deep Networks Zohar Ringel Rodrigo Andrade de Bem 30 2 0 06 Feb 2018
Adaptive Memory Networks Daniel Li Asim Kadav 26 5 0 01 Feb 2018
Tell-and-Answer: Towards Explainable Visual Question Answering using Attributes and Captions Qing Li Jianlong Fu D. Yu Tao Mei Jiebo Luo FAtt XAI CoGe 51 60 0 27 Jan 2018
Finding ReMO (Related Memory Object): A Simple Neural Architecture for Text based Reasoning Jihyung Moon Hyochang Yang Sungzoon Cho GNN 11 7 0 25 Jan 2018
Overcoming the vanishing gradient problem in plain recurrent networks Yuhuang Hu Adrian E. G. Huber Jithendar Anumula Shih-Chii Liu GNN 42 103 0 18 Jan 2018
Multi-Task Spatiotemporal Neural Networks for Structured Surface Reconstruction Mingze Xu Chenyou Fan John Paden Geoffrey C. Fox David J. Crandall 23 13 0 11 Jan 2018
Recent Advances in Recurrent Neural Networks Hojjat Salehinejad Sharan Sankar Joseph Barfett E. Colak S. Valaee AI4TS 30 574 0 29 Dec 2017
Attentive Memory Networks: Efficient Machine Reading for Conversational Search Tom Kenter Maarten de Rijke 20 32 0 19 Dec 2017
The NarrativeQA Reading Comprehension Challenge Tomás Kociský Jonathan Richard Schwarz Phil Blunsom Chris Dyer Karl Moritz Hermann Gábor Melis Edward Grefenstette 45 744 0 19 Dec 2017
CoDraw: Collaborative Drawing as a Testbed for Grounded Goal-driven Communication Jin-Hwa Kim Nikita Kitaev Xinlei Chen Marcus Rohrbach Byoung-Tak Zhang Yuandong Tian Dhruv Batra Devi Parikh DiffM VGen 32 25 0 15 Dec 2017
Contextualized Word Representations for Reading Comprehension Shimi Salant Jonathan Berant 33 41 0 10 Dec 2017
Learning to Remember Translation History with a Continuous Cache Zhaopeng Tu Yang Liu Shuming Shi Tong Zhang CLL 38 179 0 26 Nov 2017
Recurrent Relational Networks Rasmus Berg Palm Ulrich Paquet Ole Winther GNN ReLM NAI 44 139 0 21 Nov 2017
Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent Zhilin Yang Saizheng Zhang Jack Urbanek Will Feng Alexander H. Miller Arthur Szlam Douwe Kiela Jason Weston 30 25 0 21 Nov 2017
Learning to Organize Knowledge and Answer Questions with N-Gram Machines Fan Yang Jiazhong Nie William W. Cohen Ni Lao NAI 35 3 0 17 Nov 2017