SEACrowd/nusax_senti

NusaX是一个高质量的多语言平行语料库，覆盖了12种语言，包括印尼语、英语以及10种印尼地方语言，即亚齐语、巴厘语、班贾尔语、布吉语、马都拉语、米南加保语、爪哇语、恩加朱语、巽他语和托巴巴塔克语。NusaX-Senti是一个用于情感分析的数据集，包含10种印尼地方语言、印尼语和英语，标签分为正面、中性和负面三类。

原始信息汇总

Nusax Senti 数据集概述

语言

• 印尼语 (ind)
• 英语 (eng)
• 其他10种印尼地方语言：
  • 亚齐语 (ace)
  • 巴厘语 (ban)
  • 班贾尔语 (bjn)
  • 布吉语 (bbc)
  • 布吉语 (bug)
  • 爪哇语 (jav)
  • 马都拉语 (mad)
  • 米南加保语 (min)
  • 尼亚斯语 (nij)
  • 巽他语 (sun)

任务类别

• 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

• Creative Commons Attribution Share-Alike 4.0 International

引用

@misc{winata2022nusax, title={NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages}, author={Winata, Genta Indra and Aji, Alham Fikri and Cahyawijaya, Samuel and Mahendra, Rahmad and Koto, Fajri and Romadhony, Ade and Kurniawan, Kemal and Moeljadi, David and Prasojo, Radityo Eko and Fung, Pascale and Baldwin, Timothy and Lau, Jey Han and Sennrich, Rico and Ruder, Sebastian}, year={2022}, eprint={2205.15960}, archivePrefix={arXiv}, primaryClass={cs.CL} }

@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} }