bAbI – Facebook Datasets For Automatic Text Understanding And Reasoning « Another Word For It

February 21, 2016

bAbI – Facebook Datasets For Automatic Text Understanding And Reasoning

Filed under: Machine Learning,Memory,Text Analytics,Texts — Patrick Durusau @ 2:31 pm

The bAbI project

Four papers and datasets on text understanding and reasoning from Facebook.

Jason Weston, Antoine Bordes, Sumit Chopra, Alexander M. Rush, Bart van Merriënboer, Armand Joulin and Tomas Mikolov. Towards AI Complete Question Answering: A Set of Prerequisite Toy Tasks. arXiv:1502.05698.

Felix Hill, Antoine Bordes, Sumit Chopra and Jason Weston. The Goldilocks Principle: Reading Children’s Books with Explicit Memory Representations. arXiv:1511.02301.

Jesse Dodge, Andreea Gane, Xiang Zhang, Antoine Bordes, Sumit Chopra, Alexander Miller, Arthur Szlam, Jason Weston. Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems. arXiv:1511.06931.

Antoine Bordes, Nicolas Usunier, Sumit Chopra and Jason Weston. Simple Question answering with Memory Networks. arXiv:1506.02075.

Enjoy!

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