Datasets:
restart
Browse files- README.md +0 -94
- en/{train-en.tsv → eval-en.parquet} +2 -2
- en/eval-en.tsv +0 -0
- en/test-en.parquet +3 -0
- en/test-en.tsv +0 -0
- en/train-en.parquet +3 -0
- es/eval-es.parquet +3 -0
- es/eval-es.tsv +0 -0
- es/test-es.parquet +3 -0
- es/test-es.tsv +0 -0
- es/train-es.parquet +3 -0
- es/train-es.tsv +0 -0
- th/eval-th_TH.parquet +3 -0
- th/eval-th_TH.tsv +0 -0
- th/test-th_TH.parquet +3 -0
- th/test-th_TH.tsv +0 -0
- th/train-th_TH.parquet +3 -0
- th/train-th_TH.tsv +0 -0
README.md
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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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## Directory structure
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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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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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## File format
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PYTEXT TSV FORMAT
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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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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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## License
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Provided under the CC-BY-SA license.
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## Citation
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If you use this dataset in your research, please cite the following paper:
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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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## Questions
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Please contact Sonal Gupta (<sonalgupta@fb.com>) with questions about this dataset.
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en/{train-en.tsv → eval-en.parquet}
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en/eval-en.tsv
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