SEACrowd/abui_wordnet

A small fully hand-checked wordnet for Abui, containing over 1,400 concepts and 3,600 senses, is created. A bootstrapping technique is introduced to utilise the information in the gloss fields (English, national, and regional) to generate sense candidates using a naive algorithm based on multilingual sense intersection.

Languages

abz

Supported Tasks

Word Analogy

Dataset Usage

Using datasets library

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

Using seacrowd library

# Load the dataset using the default config
dset = sc.load_dataset("abui_wordnet", schema="seacrowd")
# Check all available subsets (config names) of the dataset
print(sc.available_config_names("abui_wordnet"))
# 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/fanacek/abuiwn

Dataset Version

Source: 1.0.0. SEACrowd: 2024.06.20.

Dataset License

Creative Commons Attribution 4.0 (cc-by-4.0)

Citation

If you are using the Abui Wordnet dataloader in your work, please cite the following:

@inproceedings{kratochvil-morgado-da-costa-2022-abui,
title = "{A}bui {W}ordnet: Using a Toolbox Dictionary to develop a wordnet for a low-resource language",
author = "Kratochvil, Frantisek  and
  Morgado da Costa, Lu{'}s",
editor = "Serikov, Oleg  and
  Voloshina, Ekaterina  and
  Postnikova, Anna  and
  Klyachko, Elena  and
  Neminova, Ekaterina  and
  Vylomova, Ekaterina  and
  Shavrina, Tatiana  and
  Ferrand, Eric Le  and
  Malykh, Valentin  and
  Tyers, Francis  and
  Arkhangelskiy, Timofey  and
  Mikhailov, Vladislav  and
  Fenogenova, Alena",
booktitle = "Proceedings of the first workshop on NLP applications to field linguistics",
month = oct,
year = "2022",
address = "Gyeongju, Republic of Korea",
publisher = "International Conference on Computational Linguistics",
url = "https://aclanthology.org/2022.fieldmatters-1.7",
pages = "54--63",
abstract = "This paper describes a procedure to link a Toolbox dictionary of a low-resource language to correct
synsets, generating a new wordnet. We introduce a bootstrapping technique utilising the information in the gloss
fields (English, national, and regional) to generate sense candidates using a naive algorithm based on
multilingual sense intersection. We show that this technique is quite effective when glosses are available in
more than one language. Our technique complements the previous work by Rosman et al. (2014) which linked the
SIL Semantic Domains to wordnet senses. Through this work we have created a small, fully hand-checked wordnet
for Abui, containing over 1,400 concepts and 3,600 senses.",
}


@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}
}