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
Supervised and Unsupervised Transfer Learning for Question Answering Yu-An Chung Hung-yi Lee James R. Glass 29 83 0 14 Nov 2017
Building machines that adapt and compute like brains Brenden M. Lake J. Tenenbaum AI4CE FedML NAI AILaw 254 890 0 11 Nov 2017
Neural Skill Transfer from Supervised Language Tasks to Reading Comprehension Todor Mihaylov Zornitsa Kozareva Anette Frank 33 5 0 10 Nov 2017
Quantized Memory-Augmented Neural Networks Seongsik Park Seijoon Kim Seil Lee Ho Bae Sungroh Yoon MQ 22 16 0 10 Nov 2017
Whodunnit? Crime Drama as a Case for Natural Language Understanding Lea Frermann Shay B. Cohen Mirella Lapata 34 26 0 31 Oct 2017
Rotational Unit of Memory Rumen Dangovski L. Jing Marin Soljacic 16 7 0 26 Oct 2017
Constructing Datasets for Multi-hop Reading Comprehension Across Documents Johannes Welbl Pontus Stenetorp Sebastian Riedel SyDa RALM 53 508 0 17 Oct 2017
The Galactic Dependencies Treebanks: Getting More Data by Synthesizing New Languages D. Wang Jason Eisner 19 58 0 10 Oct 2017
Learning to Rank Question-Answer Pairs using Hierarchical Recurrent Encoder with Latent Topic Clustering Seunghyun Yoon Joongbo Shin Kyomin Jung BDL 30 33 0 10 Oct 2017
A Read-Write Memory Network for Movie Story Understanding Seil Na Sangho Lee Jisung Kim Gunhee Kim AIMat 24 98 0 27 Sep 2017
Object-oriented Neural Programming (OONP) for Document Understanding Zhengdong Lu Xianggen Liu Haotian Cui Yukun Yan Daqi Zheng 18 10 0 26 Sep 2017
On Inductive Abilities of Latent Factor Models for Relational Learning Théo Trouillon Éric Gaussier C. Dance Guillaume Bouchard 18 19 0 17 Sep 2017
Improving Search through A3C Reinforcement Learning based Conversational Agent Milan Aggarwal Aarushi Arora Shagun Sodhani Balaji Krishnamurthy LLMAG 22 0 0 17 Sep 2017
Augmenting End-to-End Dialog Systems with Commonsense Knowledge Tom Young Min Zhang I. Chaturvedi Minlie Huang Hao Zhou Subham Biswas RALM 4 124 0 16 Sep 2017
A Neural Language Model for Dynamically Representing the Meanings of Unknown Words and Entities in a Discourse Sosuke Kobayashi Naoaki Okazaki Kentaro Inui KELM 36 14 0 06 Sep 2017
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Min Zhang 35 2,824 0 09 Aug 2017
e-QRAQ: A Multi-turn Reasoning Dataset and Simulator with Explanations Clemens Rosenbaum Tian Gao Tim Klinger RALM 22 1 0 05 Aug 2017
The Argument Reasoning Comprehension Task: Identification and Reconstruction of Implicit Warrants Ivan Habernal Henning Wachsmuth Iryna Gurevych Benno Stein 9 150 0 04 Aug 2017
Question Dependent Recurrent Entity Network for Question Answering Andrea Madotto Giuseppe Attardi KELM 30 7 0 25 Jul 2017
Query-Focused Video Summarization: Dataset, Evaluation, and A Memory Network Based Approach Aidean Sharghi Jacob S. Laurel Boqing Gong EgoV 14 134 0 16 Jul 2017
Neural Networks for Information Retrieval Tom Kenter Alexey Borisov Christophe Van Gysel Mostafa Dehghani Sigir Bhaskar Mitra 28 2 0 13 Jul 2017
Long-Term Memory Networks for Question Answering Fenglong Ma Radha Chitta Saurabh Kataria Jing Zhou Palghat Ramesh Tong Sun Jing Gao KELM 23 10 0 06 Jul 2017
An Attention Mechanism for Answer Selection Using a Combined Global and Local View Yoram Bachrach Andrej Zukov Gregoric Sam Coope Ed Tovell Bogdan Maksak José Rodríguez Conan McMurtie 21 12 0 05 Jul 2017
Personalization in Goal-Oriented Dialog Chaitanya K. Joshi Fei Mi Boi Faltings 20 101 0 22 Jun 2017
RelNet: End-to-End Modeling of Entities & Relations Trapit Bansal Arvind Neelakantan Andrew McCallum GNN KELM 3DV 19 24 0 22 Jun 2017
Gated Orthogonal Recurrent Units: On Learning to Forget Li Jing Çağlar Gülçehre J. Peurifoy Yichen Shen Max Tegmark Marin Soljacic Yoshua Bengio 35 126 0 08 Jun 2017
A simple neural network module for relational reasoning Adam Santoro David Raposo David Barrett Mateusz Malinowski Razvan Pascanu Peter W. Battaglia Timothy Lillicrap GNN NAI 37 1,603 0 05 Jun 2017
Deep learning evaluation using deep linguistic processing A. Kuhnle Ann A. Copestake ELM 33 11 0 05 Jun 2017
Task-specific Word Identification from Short Texts Using a Convolutional Neural Network Shuhan Yuan Xintao Wu Yang Xiang 19 8 0 03 Jun 2017
AMPNet: Asynchronous Model-Parallel Training for Dynamic Neural Networks Alexander L. Gaunt Matthew W. Johnson M. Riechert Daniel Tarlow Ryota Tomioka Dimitrios Vytiniotis Sam Webster BDL 25 31 0 27 May 2017
Model-Based Planning with Discrete and Continuous Actions Mikael Henaff William F. Whitney Yann LeCun 22 16 0 19 May 2017
ParlAI: A Dialog Research Software Platform Alexander H. Miller Will Feng Adam Fisch Jiasen Lu Dhruv Batra Antoine Bordes Devi Parikh Jason Weston 26 373 0 18 May 2017
A Survey of Question Answering for Math and Science Problem Arindam Bhattacharya AIMat ELM 13 6 0 10 May 2017
Learning to Ask: Neural Question Generation for Reading Comprehension Xinya Du Junru Shao Claire Cardie 3DV 39 658 0 29 Apr 2017
Learning to Skim Text Adams Wei Yu Hongrae Lee Quoc V. Le RALM 38 124 0 23 Apr 2017
ShapeWorld - A new test methodology for multimodal language understanding A. Kuhnle Ann A. Copestake 30 66 0 14 Apr 2017
Automated Curriculum Learning for Neural Networks Alex Graves Marc G. Bellemare Jacob Menick Rémi Munos Koray Kavukcuoglu 22 518 0 10 Apr 2017
Position-based Content Attention for Time Series Forecasting with Sequence-to-sequence RNNs Yagmur Gizem Cinar Hamid Mirisaee Parantapa Goswami Éric Gaussier Ali Aït-Bachir V. Strijov AIMat AI4TS 21 74 0 29 Mar 2017
A practical approach to dialogue response generation in closed domains Y. Lu Phillip Keung Shaonan Zhang Jason Sun Vikas Bhardwaj 33 16 0 28 Mar 2017
Ask Me Even More: Dynamic Memory Tensor Networks (Extended Model) Govardana Sachithanandam Ramachandran Ajay Sohmshetty AIMat 19 1 0 11 Mar 2017
Linguistic Knowledge as Memory for Recurrent Neural Networks Bhuwan Dhingra Zhilin Yang William W. Cohen Ruslan Salakhutdinov RALM 30 37 0 07 Mar 2017
End-to-End Prediction of Buffer Overruns from Raw Source Code via Neural Memory Networks Min-Je Choi S. Jeong Hakjoo Oh Jaegul Choo 36 65 0 07 Mar 2017
Scaffolding Networks: Incremental Learning and Teaching Through Questioning Asli Celikyilmaz Li Deng Lihong Li Chong-Jun Wang LRM CLL 14 2 0 28 Feb 2017
Rationalization: A Neural Machine Translation Approach to Generating Natural Language Explanations Upol Ehsan Brent Harrison Larry Chan Mark O. Riedl 25 217 0 25 Feb 2017
Survey of reasoning using Neural networks Amit Sahu LRM 13 2 0 14 Feb 2017
Iterative Multi-document Neural Attention for Multiple Answer Prediction Claudio Greco Alessandro Suglia Pierpaolo Basile Gaetano Rossiello Giovanni Semeraro 20 3 0 08 Feb 2017
A Knowledge-Grounded Neural Conversation Model Marjan Ghazvininejad Chris Brockett Ming-Wei Chang W. Dolan Jianfeng Gao Wen-tau Yih Michel Galley BDL 33 569 0 07 Feb 2017
The Effect of Different Writing Tasks on Linguistic Style: A Case Study of the ROC Story Cloze Task Roy Schwartz Maarten Sap Ioannis Konstas Leila Zilles Yejin Choi Noah A. Smith 15 118 0 07 Feb 2017
Structured Attention Networks Yoon Kim Carl Denton Luong Hoang Alexander M. Rush 41 461 0 03 Feb 2017
CommAI: Evaluating the first steps towards a useful general AI Marco Baroni Armand Joulin Allan Jabri Germán Kruszewski Angeliki Lazaridou Klemen Simonic Tomáš Mikolov 12 18 0 31 Jan 2017