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]

Name		Name	Last commit message	Last commit date
Latest commit History 40 Commits
2018_generalization_study_configs		2018_generalization_study_configs
ablation_study_configs		ablation_study_configs
lib		lib
README.md		README.md
augment_file.py		augment_file.py
babi_plus.json		babi_plus.json
babi_plus.py		babi_plus.py
babi_plus_demo.jpg		babi_plus_demo.jpg
config.py		config.py
dstc6_to_babi.py		dstc6_to_babi.py
extract_ds_features.json		extract_ds_features.json
extract_ds_features.py		extract_ds_features.py
extract_turns.py		extract_turns.py
get_dataset_sample.py		get_dataset_sample.py
look_at_babi.ipynb		look_at_babi.ipynb
look_at_babi_plus.ipynb		look_at_babi_plus.ipynb
make_deep_disfluency_dataset.py		make_deep_disfluency_dataset.py
make_deep_disfluency_tagging.py		make_deep_disfluency_tagging.py
make_echo_dataset.py		make_echo_dataset.py
make_generalization_study_datasets.sh		make_generalization_study_datasets.sh
make_parallel_dataset.py		make_parallel_dataset.py
plus_single_file.py		plus_single_file.py
print_dataset.py		print_dataset.py
process_babi.py		process_babi.py
random_shuffle_dataset.py		random_shuffle_dataset.py
tag_dataset.sh		tag_dataset.sh

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