SEACrowd/hoasa

Hoasa数据集是一个基于方面的情感分析数据集，包含从酒店聚合平台AiryRooms收集的酒店评论。数据集涵盖了酒店质量的十个不同方面，每个评论的每个方面都有一个单独的情感标签，情感标签分为四类：积极、消极、中性和积极-消极。积极-消极标签用于包含同一方面但针对不同对象的多重情感的评论。数据集的语言为印尼语（ind），支持的任务为基于方面的情感分析。

The Hoasa Dataset is an aspect-based sentiment analysis dataset containing hotel reviews collected from the hotel aggregation platform AiryRooms. It covers ten distinct aspects of hotel quality, with a separate sentiment label assigned to each aspect of every review. The sentiment labels are categorized into four classes: positive, negative, neutral, and positive-negative. The positive-negative label is used for reviews that contain multiple sentiments towards the same aspect but targeting different objects. The dataset is in Indonesian (ind), and the supported task is aspect-based sentiment analysis.

原始信息汇总

Hoasa 数据集

概述

Hoasa 是一个基于方面的情感分析数据集，包含从酒店聚合平台 AiryRooms 收集的酒店评论。该数据集涵盖了酒店质量的十个不同方面，每个评论都针对每个方面标记了一个情感标签。情感标签有四种可能的类别：正面、负面、中性以及正面-负面。正面-负面标签用于包含同一方面的多种情感但针对不同对象的评论（例如，床和厕所的清洁度）。

语言

• 印尼语

支持的任务

• 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

数据集许可

• CC-BY-SA 4.0

引用

如果您在使用 Hoasa 数据集，请引用以下内容：

bibtex @inproceedings{azhar2019multi, title={Multi-label Aspect Categorization with Convolutional Neural Networks and Extreme Gradient Boosting}, author={A. N. Azhar, M. L. Khodra, and A. P. Sutiono}, booktitle={Proceedings of the 2019 International Conference on Electrical Engineering and Informatics (ICEEI)}, pages={35--40}, year={2019} }

@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} }