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Hands-On Natural Language Processing with Python by Rajalingappaa Shanmugamani, Rajesh Arumugam

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The bAbI dialog dataset

The bAbI dialog dataset (introduced by Bordes et al. in 2016) is one of the simplest goal-oriented dialog datasets aimed at testing end-to-end trained systems in the domain of restaurant reservations. The dialog tasks are meant to complement the bAbI tasks for text understanding, which were described earlier.

Complete information about the creation and usage of the  bAbI dialog dataset can be found in the paper Learning End-to-End Goal-Oriented Dialog by Antoine Bordes, Y-Lan Boureau, and Jason Weston at http://arxiv.org/abs/1605.07683. The data can be downloaded from the following URL: https://research.fb.com/downloads/babi/.

Set in the domain of restaurant reservation, this synthetically generated dataset breaks ...

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