xsid

XSID is a new benchmark for cross-lingual (X) Slot and Intent Detection in 13 languages from 6 language families, including a very low-resource dialect.

Dataset Usage

Run pip install nusacrowd before loading the dataset through HuggingFace's load_dataset.

Citation

@inproceedings{van-der-goot-etal-2020-cross,
      title={From Masked-Language Modeling to Translation: Non-{E}nglish Auxiliary Tasks Improve Zero-shot Spoken Language Understanding},
      author={van der Goot, Rob and Sharaf, Ibrahim and Imankulova, Aizhan and {"U}st{"u}n, Ahmet and Stepanovic, Marija and Ramponi, Alan and Khairunnisa, Siti Oryza and Komachi, Mamoru and Plank, Barbara},
    booktitle = "Proceedings of the 2021 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)",
    year = "2021",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics"
}

License

CC-BY-SA 4.0

Homepage

https://bitbucket.org/robvanderg/xsid/src/master/

NusaCatalogue

For easy indexing and metadata: https://indonlp.github.io/nusa-catalogue