SEACrowd/memolon

MEmoLon是一个包含91种语言的情感词典，每种语言涵盖八个情感变量，包含超过10万个词条。数据集支持的任务是情感分类。

MEmoLon is an emotion lexicons for 91 languages, each one covers eight emotional variables and comprises over 100k word entries. The dataset supports the task of emotion classification.

原始信息汇总

Memolon 数据集概述

基本信息

• 名称: Memolon
• 许可证: MIT
• 语言:
  • ceb
  • tgl
  • ind
  • sun
  • jav
  • zsm
  • vie
  • tha
  • mya
• 任务类别: 情感分类
• 标签: 情感分类

数据集描述

• 内容: Memolon 是一个包含91种语言的情感词典，每种语言涵盖八种情感变量，包含超过100,000个词条。
• 版本:
  • 源版本: 1.0.0
  • SEACrowd 版本: 2024.06.20

使用方法

使用 datasets 库

python from datasets import load_dataset dset = datasets.load_dataset("SEACrowd/memolon", 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("memolon", schema="seacrowd")

查看所有可用子集（配置名称）

print(sc.available_config_names("memolon"))

使用特定配置加载数据集

dset = sc.load_dataset_by_config_name(config_name="<config_name>")

引用

plaintext @inproceedings{buechel-etal-2020-learning-evaluating, title = "Learning and Evaluating Emotion Lexicons for 91 Languages", author = {Buechel, Sven and R{"u}cker, Susanna and Hahn, Udo}, editor = "Jurafsky, Dan and Chai, Joyce and Schluter, Natalie and Tetreault, Joel", booktitle = "Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics", month = jul, year = "2020", address = "Online", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2020.acl-main.112", doi = "10.18653/v1/2020.acl-main.112", pages = "1202--1217", }

@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} }