SEACrowd/wikiann

Wikiann数据集是一个多语言的命名实体识别数据集，包含多种语言的Wikipedia文章，标注了位置（LOC）、人物（PER）和组织（ORG）等实体标签，采用IOB2格式。该数据集的语言包括印尼语、爪哇语、米南加保语、巽他语、亚齐语、马来语、缅甸语、他加禄语、泰语、越南语和高棉语等。数据集的使用方法包括通过`datasets`库和`seacrowd`库加载。数据集的版本为1.1.0，许可证为Apache 2.0。

原始信息汇总

数据集概述

数据集名称

Wikiann

语言

• 印尼语 (ind)
• 爪哇语 (jav)
• 米南加保语 (min)
• 巽他语 (sun)
• 亚齐语 (ace)
• 马来语 (zlm)
• 缅甸语 (mya)
• 他加禄语 (tgl)
• 泰语 (tha)
• 越南语 (vie)
• 高棉语 (khm)

任务类别

命名实体识别 (Named Entity Recognition)

数据集标签

• O (0)
• B-PER (1)
• I-PER (2)
• B-ORG (3)
• I-ORG (4)
• B-LOC (5)
• I-LOC (6)

数据集版本

• 源版本: 1.1.0
• SEACrowd版本: 2024.06.20

数据集许可证

Apache License 2.0 (apache-2.0)

引用

@inproceedings{pan-etal-2017-cross, title = "Cross-lingual Name Tagging and Linking for 282 Languages", author = "Pan, Xiaoman and Zhang, Boliang and May, Jonathan and Nothman, Joel and Knight, Kevin and Ji, Heng", booktitle = "Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)", month = jul, year = "2017", address = "Vancouver, Canada", publisher = "Association for Computational Linguistics", url = "https://www.aclweb.org/anthology/P17-1178", doi = "10.18653/v1/P17-1178", pages = "1946--1958", } @inproceedings{rahimi-etal-2019-massively, title = "Massively Multilingual Transfer for {NER}", author = "Rahimi, Afshin and Li, Yuan and Cohn, Trevor", booktitle = "Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics", month = jul, year = "2019", address = "Florence, Italy", publisher = "Association for Computational Linguistics", url = "https://www.aclweb.org/anthology/P19-1015", pages = "151--164", } @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} }