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- ---
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- task_categories:
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- - text-classification
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- language:
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- - en
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- - th
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- - es
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- pretty_name: Multilingual Task-Oriented Dialog
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- configs:
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- - config_name: default
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- data_files:
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- - path:
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- - en/train-en.tsv
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- - es/train-es.tsv
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- - th/train-th_TH.tsv
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- split: train
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- - path:
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- - en/test-en.tsv
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- - es/test-es.tsv
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- - th/test-th_TH.tsv
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- split: test
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- - path:
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- - en/eval-en.tsv
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- - es/eval-es.tsv
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- - th/eval-th_TH.tsv
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- split: eval
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- - config_name: en
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- data_files:
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- - split: train
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- path: en/train-en.tsv
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- - split: test
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- path: en/test-en.tsv
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- - split: eval
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- path: en/eval-en.tsv
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- - config_name: es
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- data_files:
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- - split: train
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- path: es/train-es.tsv
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- - split: test
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- path: es/test-es.tsv
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- - split: eval
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- path: es/eval-es.tsv
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- - config_name: th
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- data_files:
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- - split: train
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- path: th/train-th_TH.tsv
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- - split: test
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- path: th/test-th_TH.tsv
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- - split: eval
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- path: th/eval-th_TH.tsv
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- license: cc-by-sa-4.0
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- ---
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- # Multilingual Task-Oriented Dialog Data
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-
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- ## Directory structure
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-
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- This dataset consists of 3 directories:
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- * `en` contains the English data
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- * `es` contains the Spanish data
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- * `th` contains the Thai data
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-
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- In each directory, you'll find a file for each of the train/dev/test splits as used in our paper.
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-
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-
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- ## File format
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-
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- PYTEXT TSV FORMAT
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-
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- Each tsv file contains following 5 columns: intent label, the slot annotations in a comma-separated list with the format `<start token>:<end token>:<slot type>`,
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- untokenized utterance, the language, and the token spans from an in-house multilingual tokenizer.
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-
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- The "upsampled" files contain the upsampled Spanish/Thai data so that there are roughly equal amounts of English and Spanish/Thai data for training and model selection.
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-
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- ## License
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-
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- Provided under the CC-BY-SA license.
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-
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- ## Citation
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-
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- If you use this dataset in your research, please cite the following paper:
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-
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-
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- @unpublished{Schuster2018,
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- author = {Sebastian Schuster and Sonal Gupta and Rushin Shah and Mike Lewis},
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- title = {Cross-lingual Transfer Learning for Multilingual Task Oriented Dialog},
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- year = {2018},
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- note = {arXiv preprint},
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- url = {http://arxiv.org/abs/}
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- }
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-
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-
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- ## Questions
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-
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- Please contact Sonal Gupta (<sonalgupta@fb.com>) with questions about this dataset.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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