SEACrowd/keps

KEPS数据集（Mahfuzh, Soleman和Purwarianti, 2019）由Twitter上关于银行产品和服务的印尼语文本组成。包含重要信息的短语被视为关键短语。文本可能包含一个或多个关键短语，因为重要短语可能位于不同位置。标签采用Inside-Outside-Beginning (IOB)格式。

The KEPS dataset (Mahfuzh, Soleman and Purwarianti, 2019) consists of text from Twitter discussing banking products and services and is written in the Indonesian language. A phrase containing important information is considered a keyphrase. Text may contain one or more keyphrases since important phrases can be located at different positions. The labels use Inside-Outside-Beginning (IOB) tagging.

原始信息汇总

数据集概述

基本信息

• 名称: Keps
• 语言: 印尼语 (ind)
• 任务类别: 关键词提取 (keyword-extraction)
• 标签: 关键词提取

数据描述

• 来源: Mahfuzh, Soleman 和 Purwarianti, 2019
• 内容: 包含讨论银行业产品和服务内容的Twitter文本，使用印尼语编写。
• 关键短语: 包含重要信息的短语被视为关键短语，文本可能包含一个或多个关键短语。
• 特征:
  • tokens: 字符串特征列表。
  • seq_label: 分类标签列表，可能值包括 O, B, I，使用IOB标签法。

支持任务

• 关键词提取

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

• Keps数据集:

  @inproceedings{mahfuzh2019improving, title={Improving Joint Layer RNN based Keyphrase Extraction by Using Syntactical Features}, author={Miftahul Mahfuzh, Sidik Soleman, and Ayu Purwarianti}, booktitle={Proceedings of the 2019 International Conference of Advanced Informatics: Concepts, Theory and Applications (ICAICTA)}, pages={1--6}, year={2019}, organization={IEEE} }

• 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} }