SEACrowd/indolem_ud_id_gsd

The Indonesian-GSD treebank consists of 5598 sentences and 122k words split into train/dev/test of 97k/12k/11k words. The treebank was originally converted from the content head version of the universal dependency treebank v2.0 (legacy) in 2015.In order to comply with the latest Indonesian annotation guidelines, the treebank has undergone a major revision between UD releases v2.8 and v2.9 (2021).

Languages

ind

Supported Tasks

Dependency Parsing

Dataset Usage

Using datasets library

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

Using seacrowd library

# Load the dataset using the default config
dset = sc.load_dataset("indolem_ud_id_gsd", schema="seacrowd")
# Check all available subsets (config names) of the dataset
print(sc.available_config_names("indolem_ud_id_gsd"))
# 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://indolem.github.io/

Dataset Version

Source: 1.0.0. SEACrowd: 2024.06.20.

Dataset License

Creative Commons Attribution 4.0

Citation

If you are using the Indolem Ud Id Gsd dataloader in your work, please cite the following:

@inproceedings{mcdonald-etal-2013-universal,
    title = "{U}niversal {D}ependency Annotation for Multilingual Parsing",
    author = {McDonald, Ryan  and
      Nivre, Joakim  and
      Quirmbach-Brundage, Yvonne  and
      Goldberg, Yoav  and
      Das, Dipanjan  and
      Ganchev, Kuzman  and
      Hall, Keith  and
      Petrov, Slav  and
      Zhang, Hao  and
      T{"a}ckstr{"o}m, Oscar  and
      Bedini, Claudia  and
      Bertomeu Castell{'o}, N{'u}ria  and
      Lee, Jungmee},
    booktitle = "Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)",
    month = aug,
    year = "2013",
    address = "Sofia, Bulgaria",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/P13-2017",
    pages = "92--97",
}

@article{DBLP:journals/corr/abs-2011-00677,
    author    = {Fajri Koto and
                 Afshin Rahimi and
                 Jey Han Lau and
                 Timothy Baldwin},
    title     = {IndoLEM and IndoBERT: {A} Benchmark Dataset and Pre-trained Language
                 Model for Indonesian {NLP}},
    journal   = {CoRR},
    volume    = {abs/2011.00677},
    year      = {2020},
    url       = {https://arxiv.org/abs/2011.00677},
    eprinttype = {arXiv},
    eprint    = {2011.00677},
    timestamp = {Fri, 06 Nov 2020 15:32:47 +0100},
    biburl    = {https://dblp.org/rec/journals/corr/abs-2011-00677.bib},
    bibsource = {dblp computer science bibliography, https://dblp.org}
}


@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}
}