SEACrowd/thai_toxicity_tweet

Thai Toxicity Tweet语料库包含3300条推文（其中506条推文缺少文本内容），这些推文由人工根据包括44词词典的指导方针进行标注。作者获取了2027条有毒推文和1273条无毒推文，这些推文由三位标注者手动标注。毒性被作者定义为任何传达有害、破坏性或负面意图的信息，符合其对毒性的定义标准。数据集支持的任务是滥用语言预测，主要语言为泰语。

The Thai Toxicity Tweet Corpus contains 3,300 tweets (506 tweets with texts missing) annotated by humans with guidelines including a 44-word dictionary. The author acquired 2,027 toxic and 1,273 non-toxic tweets, which were manually labeled by three annotators. Toxicity is defined by the author as any message conveying harmful, damaging, or negative intent, in accordance with their defined criteria for toxicity. The dataset supports the task of abusive language prediction and is primarily in the Thai language.

原始信息汇总

Thai Toxicity Tweet 数据集概述

基本信息

• 名称: Thai Toxicity Tweet
• 语言: 泰语 (tha)
• 任务类别: 辱骂性语言预测 (abusive-language-prediction)
• 标签: 辱骂性语言预测 (abusive-language-prediction)
• 许可证: Creative Commons Attribution Non Commercial 4.0 (cc-by-nc-4.0)

数据集详情

• 包含推文数量: 3,300条
• 缺失文本推文数量: 506条
• 标注方式: 由三名标注者手动标注
• 标注标准: 包含44个词汇的词典
• 毒性定义: 任何传达有害、破坏性或负面意图的消息
• 毒性推文数量: 2,027条
• 非毒性推文数量: 1,273条

支持任务

• 辱骂性语言预测

数据集版本

• 源版本: 1.0.0
• SEACrowd版本: 2024.06.20

引用

• Thai Toxicity Tweet:

  @inproceedings{sirihattasak2018annotation, title = {Annotation and Classification of Toxicity for Thai Twitter}, author = {Sirihattasak, Sugan and Komachi, Mamoru and Ishikawa, Hiroshi}, year = {2018}, booktitle = {Proceedings of LREC 2018 Workshop and the 2nd Workshop on Text Analytics for Cybersecurity and Online Safety (TA-COS’18)}, address = {Miyazaki, Japan}, }

• SEACrowd:

  @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} }