SEACrowd/uit_visfd
收藏UIT-ViSFD 数据集概述
基本信息
- 名称: UIT-ViSFD
- 语言: 越南语 (vie)
- 任务类别: 基于方面的情感分析 (Aspect-Based Sentiment Analysis)
- 标签: 基于方面的情感分析
- 数据集版本:
- 源版本: 1.0.0
- SEACrowd版本: 2024.06.20
- 许可证: 未知
数据集描述
UIT-ViSFD 是一个越南语智能手机反馈数据集，专门用于基于方面的情感分析。该数据集包含 11,122 条人工标注的移动电子商务评论。
数据集使用
使用 datasets 库加载数据集
python from datasets import load_dataset dset = datasets.load_dataset("SEACrowd/uit_visfd", trust_remote_code=True)
使用 seacrowd 库加载数据集
python import seacrowd as sc
使用默认配置加载数据集
dset = sc.load_dataset("uit_visfd", schema="seacrowd")
查看数据集的所有可用子集（配置名称）
print(sc.available_config_names("uit_visfd"))
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/LuongPhan/UIT-ViSFD
引用
如果您在工作中使用了 UIT-ViSFD 数据集，请引用以下内容：
@InProceedings{10.1007/978-3-030-82147-0_53, author="Luc Phan, Luong and Huynh Pham, Phuc and Thi-Thanh Nguyen, Kim and Khai Huynh, Sieu and Thi Nguyen, Tham and Thanh Nguyen, Luan and Van Huynh, Tin and Van Nguyen, Kiet", editor="Qiu, Han and Zhang, Cheng and Fei, Zongming and Qiu, Meikang and Kung, Sun-Yuan", title="SA2SL: From Aspect-Based Sentiment Analysis to Social Listening System for Business Intelligence", booktitle="Knowledge Science, Engineering and Management ", year="2021", publisher="Springer International Publishing", address="Cham", pages="647--658", isbn="978-3-030-82147-0" }
@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} }
