SEACrowd/wongnai_reviews
收藏Wongnai Reviews 数据集概述
基本信息
- 名称: Wongnai Reviews
- 语言: 泰语 (tha)
- 任务类别: 情感分析 (sentiment-analysis)
- 标签: 情感分析 (sentiment-analysis)
- 许可证: GNU Lesser General Public License v3.0 (lgpl-3.0)
- 版本:
- 源版本: 1.0.0
- SEACrowd版本: 2024.06.20
数据集描述
Wongnai平台涵盖了泰国超过20万家餐厅、美容院和SPA，提供每个商家的详细信息和用户评论。注册用户超过200万，可以搜索曼谷的顶级商家、关注朋友、上传照片并撰写简短的评论，每条评论都附有1-5星的评分。该数据集的任务是仅使用文本信息创建一个评分预测模型。
支持的任务
- 情感分析
数据集加载
使用 datasets 库
python from datasets import load_dataset dset = datasets.load_dataset("SEACrowd/wongnai_reviews", 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("wongnai_reviews", schema="seacrowd")
查看数据集的所有可用子集（配置名称）
print(sc.available_config_names("wongnai_reviews"))
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://huggingface.co/datasets/wongnai_reviews
引用
如果您在工作中使用了 Wongnai Reviews 数据加载器，请引用以下内容：
@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} }
