bAbI Tools

Augmentation scripts for the bAbI Dialog Tasks dataset, as presented in the following papers:

"Bootstrapping incremental dialogue systems from minimal data: the
generalisation power of dialogue grammars" by Arash Eshghi, Igor Shalyminov, and Oliver Lemon [EMNLP 2017 paper]

"Challenging Neural Dialogue Models with Natural Data: Memory
Networks Fail on Incremental Phenomena" by Igor Shalyminov, Arash Eshghi, and Oliver Lemon [SemDial 2017 paper] [Slides]

Augmentations example