SEACrowd/unimorph_id

The UniMorph project, Indonesian chapter. Due to sparsity of UniMorph original parsing, raw source is used instead. Original parsing can be found on https://huggingface.co/datasets/universal_morphologies/blob/2.3.2/universal_morphologies.py

Languages

ind

Supported Tasks

Morphological Inflection

Dataset Usage

Using datasets library

from datasets import load_dataset
dset = datasets.load_dataset("SEACrowd/unimorph_id", trust_remote_code=True)

Using seacrowd library

# Load the dataset using the default config
dset = sc.load_dataset("unimorph_id", schema="seacrowd")
# Check all available subsets (config names) of the dataset
print(sc.available_config_names("unimorph_id"))
# Load the dataset using a specific config
dset = sc.load_dataset_by_config_name(config_name="<config_name>")

More details on how to load the seacrowd library can be found here.

Dataset Homepage

https://github.com/unimorph/ind

Dataset Version

Source: 1.0.0. SEACrowd: 2024.06.20.

Dataset License

Creative Commons Attribution Share Alike 3.0 (cc-by-sa-3.0)

Citation

If you are using the Unimorph Id dataloader in your work, please cite the following:

@inproceedings{pimentel-ryskina-etal-2021-sigmorphon,
    title = "SIGMORPHON 2021 Shared Task on Morphological Reinflection: Generalization Across Languages",
    author = "Pimentel, Tiago  and
      Ryskina, Maria  and
      Mielke, Sabrina J.  and
      Wu, Shijie  and
      Chodroff, Eleanor  and
      Leonard, Brian  and
      Nicolai, Garrett  and
      Ghanggo Ate, Yustinus  and
      Khalifa, Salam  and
      Habash, Nizar  and
      El-Khaissi, Charbel  and
      Goldman, Omer  and
      Gasser, Michael  and
      Lane, William  and
      Coler, Matt  and
      Oncevay, Arturo  and
      Montoya Samame, Jaime Rafael  and
      Silva Villegas, Gema Celeste  and
      Ek, Adam  and
      Bernardy, Jean-Philippe  and
      Shcherbakov, Andrey  and
      Bayyr-ool, Aziyana  and
      Sheifer, Karina  and
      Ganieva, Sofya  and
      Plugaryov, Matvey  and
      Klyachko, Elena  and
      Salehi, Ali  and
      Krizhanovsky, Andrew  and
      Krizhanovsky, Natalia  and
      Vania, Clara  and
      Ivanova, Sardana  and
      Salchak, Aelita  and
      Straughn, Christopher  and
      Liu, Zoey  and
      Washington, Jonathan North  and
      Ataman, Duygu  and
      Kiera{'s}, Witold  and
      Woli{'n}ski, Marcin  and
      Suhardijanto, Totok  and
      Stoehr, Niklas  and
      Nuriah, Zahroh  and
      Ratan, Shyam  and
      Tyers, Francis M.  and
      Ponti, Edoardo M.  and
      Aiton, Grant  and
      Hatcher, Richard J.  and
      Prud'hommeaux, Emily  and
      Kumar, Ritesh  and
      Hulden, Mans  and
      Barta, Botond  and
      Lakatos, Dorina  and
      Szolnok, G{'a}bor  and
      {'A}cs, Judit  and
      Raj, Mohit  and
      Yarowsky, David  and
      Cotterell, Ryan  and
      Ambridge, Ben  and
      Vylomova, Ekaterina",
    booktitle = "Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology",
    month = aug,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.sigmorphon-1.25",
    doi = "10.18653/v1/2021.sigmorphon-1.25",
    pages = "229--259"
}

@article{lovenia2024seacrowd,
    title={SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages}, 
    author={Holy Lovenia and Rahmad Mahendra and Salsabil Maulana Akbar and Lester James V. Miranda and Jennifer Santoso and Elyanah Aco and Akhdan Fadhilah and Jonibek Mansurov and Joseph Marvin Imperial and Onno P. Kampman and Joel Ruben Antony Moniz and Muhammad Ravi Shulthan Habibi and Frederikus Hudi and Railey Montalan and Ryan Ignatius and Joanito Agili Lopo and William Nixon and Börje F. Karlsson and James Jaya and Ryandito Diandaru and Yuze Gao and Patrick Amadeus and Bin Wang and Jan Christian Blaise Cruz and Chenxi Whitehouse and Ivan Halim Parmonangan and Maria Khelli and Wenyu Zhang and Lucky Susanto and Reynard Adha Ryanda and Sonny Lazuardi Hermawan and Dan John Velasco and Muhammad Dehan Al Kautsar and Willy Fitra Hendria and Yasmin Moslem and Noah Flynn and Muhammad Farid Adilazuarda and Haochen Li and Johanes Lee and R. Damanhuri and Shuo Sun and Muhammad Reza Qorib and Amirbek Djanibekov and Wei Qi Leong and Quyet V. Do and Niklas Muennighoff and Tanrada Pansuwan and Ilham Firdausi Putra and Yan Xu and Ngee Chia Tai and Ayu Purwarianti and Sebastian Ruder and William Tjhi and Peerat Limkonchotiwat and Alham Fikri Aji and Sedrick Keh and Genta Indra Winata and Ruochen Zhang and Fajri Koto and Zheng-Xin Yong and Samuel Cahyawijaya},
    year={2024},
    eprint={2406.10118},
    journal={arXiv preprint arXiv: 2406.10118}
}