---------- **new** - an alternative "clean" version of this dataset could be found [here](https://www.kaggle.com/siddhadev/atis-dataset-clean/home) ---------- ATIS DataSet import from MS CNTK Examples This is an ATIS DataSet imported from the Microsoft CNTK Examples at https://github.com/Microsoft/CNTK/tree/master/Examples/LanguageUnderstanding/ATIS/Data Content This data set contains 4978 train and 893 test spoken utterances (text) classified into one of 26 intents. Each token in a query utterance is aligned with slot filling [IOB][1] labels. It could be used for intent classification and slot filling task as in: - [arXiv:1609.01454 - Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling][2] Misc It looks like there are different ATIS dataset version, so if you know how to obtain some of the 'official' ATIS datasets please let me know! [1]: https://en.wikipedia.org/wiki/Inside_Outside_Beginning [2]: https://arxiv.org/pdf/1609.01454.pdf