SEACrowd/posp
收藏数据集概述
POSP是一个词性标注（POS Tagging）数据集，包含8400个句子，收集自印度尼西亚新闻网站，具有26个词性标签类别。这些标签遵循印度尼西亚计算语言学协会（INACL）的词性标注约定。数据集被分为三个部分：6720个训练数据，840个验证数据和840个测试数据。
语言
- 印度尼西亚语（ind）
支持的任务
- 词性标注（Pos Tagging）
数据集使用
使用datasets库
python from datasets import load_dataset dset = datasets.load_dataset("SEACrowd/posp", trust_remote_code=True)
使用seacrowd库
python import seacrowd as sc
使用默认配置加载数据集
dset = sc.load_dataset("posp", schema="seacrowd")
检查数据集的所有可用子集（配置名称）
print(sc.available_config_names("posp"))
使用特定配置加载数据集
dset = sc.load_dataset_by_config_name(config_name="<config_name>")
数据集主页
https://github.com/IndoNLP/indonlu
数据集版本
- 源版本：1.0.0
- SEACrowd版本：2024.06.20
数据集许可
Creative Common Attribution Share-Alike 4.0 International
引用
如果您在工作中使用了Posp数据集，请引用以下内容： plaintext @inproceedings{hoesen2018investigating, title={Investigating Bi-LSTM and CRF with POS Tag Embedding for Indonesian Named Entity Tagger}, author={Devin Hoesen and Ayu Purwarianti}, booktitle={Proceedings of the 2018 International Conference on Asian Language Processing (IALP)}, pages={35--38}, year={2018}, organization={IEEE} }
@inproceedings{wilie2020indonlu, title={IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language Understanding}, author={Bryan Wilie and Karissa Vincentio and Genta Indra Winata and Samuel Cahyawijaya and X. Li and Zhi Yuan Lim and S. Soleman and R. Mahendra and Pascale Fung and Syafri Bahar and A. Purwarianti}, booktitle={Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing}, year={2020} }
@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} }
