SEACrowd/term_a
收藏数据集概述
数据集名称
Term A
语言
印尼语 (ind)
任务类别
关键词标注 (keyword-tagging)
数据集描述
Term A 是一个从酒店聚合平台 AiryRooms 收集的跨度提取数据集，包含数千条酒店评论，每条评论都包含一个用于方面和情感词的跨度标签，代表评论者对相应方面的意见。标签使用 Inside-Outside-Beginning (IOB) 标记法，包含两种类型的标签：方面和情感。
支持的任务
关键词标注
数据集使用方法
使用 datasets 库
python from datasets import load_dataset dset = datasets.load_dataset("SEACrowd/term_a", 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("term_a", schema="seacrowd")
检查数据集的所有可用子集（配置名称）
print(sc.available_config_names("term_a"))
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/IndoNLP/indonlu
数据集版本
- 源版本: 1.0.0
- SEACrowd 版本: 2024.06.20
数据集许可证
Creative Common Attribution Share-Alike 4.0 International
引用
如果您在工作中使用了 Term A 数据集，请引用以下内容： plaintext @article{winatmoko2019aspect, title={Aspect and opinion term extraction for hotel reviews using transfer learning and auxiliary labels}, author={Winatmoko, Yosef Ardhito and Septiandri, Ali Akbar and Sutiono, Arie Pratama}, journal={arXiv preprint arXiv:1909.11879}, year={2019} } @inproceedings{fernando2019aspect, title={Aspect and opinion terms extraction using double embeddings and attention mechanism for indonesian hotel reviews}, author={Fernando, Jordhy and Khodra, Masayu Leylia and Septiandri, Ali Akbar}, booktitle={2019 International Conference of Advanced Informatics: Concepts, Theory and Applications (ICAICTA)}, pages={1--6}, year={2019}, organization={IEEE} }
@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} }
