SEACrowd/ud_jv_csui

UD Javanese-CSUI is a dependency treebank in Javanese, a regional language in Indonesia with more than 68 million users. It was developed by Alfina et al. from the Faculty of Computer Science, Universitas Indonesia. The newest version has 1000 sentences and 14K words with manual annotation.

The sentences use the Latin script and do not use the original writing system of Javanese (Hanacaraka).

The original sentences were taken from several resources:

1. Javanese reference grammar books (125 sents)
2. OPUS, especially from the Javanese section of the WikiMatrix v1 corpus (150 sents)
3. Online news (Solopos) (725 sents)

Javanese has several language levels (register), such as Ngoko, Krama, Krama Inggil, and Krama Andhap. In this treebank, the sentences predominantly use Ngoko words, some of which use Krama words.

Languages

jav

Supported Tasks

Dependency Parsing, Machine Translation, Pos Tagging

Dataset Usage

Using datasets library

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

Using seacrowd library

# Load the dataset using the default config
dset = sc.load_dataset("ud_jv_csui", schema="seacrowd")
# Check all available subsets (config names) of the dataset
print(sc.available_config_names("ud_jv_csui"))
# 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/UniversalDependencies/UD_Javanese-CSUI

Dataset Version

Source: 1.0.0. SEACrowd: 2024.06.20.

Dataset License

Creative Commons Attribution Share Alike 4.0 (cc-by-sa-4.0)

Citation

If you are using the Ud Jv Csui dataloader in your work, please cite the following:

@unpublished{Alfina2023,
    author = {Alfina, Ika and Yuliawati, Arlisa and Tanaya, Dipta and Dinakaramani, Arawinda and Zeman, Daniel},
    title = {{A Gold Standard Dataset for Javanese Tokenization, POS Tagging, Morphological Feature Tagging, and Dependency Parsing}},
    year = {2023}
}


@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}
}