Data Structure ?
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Data Structure ?
*The above analysis is the result extracted and analyzed by the system, and the specific actual data shall prevail.
README.md
**new** - このデータセットの代替的な「クリーン」バージョンは[こちら](https://www.kaggle.com/siddhadev/atis-dataset-clean/home)で見つけることができます。
ATISデータセットはMicrosoft CNTKのサンプルからインポートされました。
これは、https://github.com/Microsoft/CNTK/tree/master/Examples/LanguageUnderstanding/ATIS/Data のMicrosoft CNTKのサンプルからインポートされたATISデータセットです。
内容
このデータセットには、26種類の意図のいずれかに分類された4978件のトレーニング用と893件のテスト用の発話（テキスト）が含まれています。クエリ発話内の各トークンは、スロット埋め[IOB][1]ラベルと対応付けられています。
これは、以下のような意図分類とスロット埋めタスクに使用できます。
- [arXiv:1609.01454 - Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling][2]
その他
異なるATISデータセットのバージョンがあるようです。もし「公式」のATISデータセットの取得方法を知っている場合は、教えてください！
[1]: https://en.wikipedia.org/wiki/Inside_Outside_Beginning
[2]: https://arxiv.org/pdf/1609.01454.pdf
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- 3. Basic dataset information comes from the original data source or the information provided by the data provider. If there are discrepancies in the dataset description, please refer to the original data source or service provider's address.
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