SEACrowd/mtop_intent_classification
收藏Mtop Intent Classification 数据集
概述
- 名称: Mtop Intent Classification
- 语言: 泰语 (tha)
- 任务类别: 意图分类 (intent-classification)
- 标签: 意图分类
数据集详情
- 内容: 包含来自6种语言的注释话语，包括泰语，用于语义解析。查询对应于选定的领域，通过众包方式获取。
- 子集:
- domain (例如：news, people, weather)
- intent (例如：GET_MESSAGE, STOP_MUSIC, END_CALL)
使用方法
使用 datasets 库
python from datasets import load_dataset dset = datasets.load_dataset("SEACrowd/mtop_intent_classification", 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("mtop_intent_classification", schema="seacrowd")
检查数据集的所有可用子集（配置名称）
print(sc.available_config_names("mtop_intent_classification"))
使用特定配置加载数据集
dset = sc.load_dataset_by_config_name(config_name="<config_name>")
数据集版本
- 源版本: 1.0.0
- SEACrowd 版本: 2024.06.20
许可证
- 类型: Creative Commons Attribution Share Alike 4.0 (cc-by-sa-4.0)
引用
plaintext @inproceedings{li-etal-2021-mtop, author = {Li, Haoran and Arora, Abhinav and Chen, Shuochi and Gupta, Anchit and Gupta, Sonal and Mehdad, Yashar}, title = {MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark}, booktitle = {Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume}, publisher = {Association for Computational Linguistics}, year = {2021}, url = {https://aclanthology.org/2021.eacl-main.257}, doi = {10.18653/v1/2021.eacl-main.257}, pages = {2950-2962}, }
@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} }
