SEACrowd/nerp

NERP数据集（Hoesen和Purwarianti，2018）包含从多个印度尼西亚新闻网站收集的文本，具有五个标签：PER（人名）、LOC（地名）、IND（产品或品牌名称）、EVT（事件名称）和FNB（食品和饮料名称）。NERP数据集使用IOB分块格式，类似于TermA数据集。该数据集主要用于命名实体识别任务。

The NERP dataset (Hoesen and Purwarianti, 2018) contains texts collected from several Indonesian news websites with five labels: PER (name of person), LOC (name of location), IND (name of product or brand), EVT (name of the event), and FNB (name of food and beverage). NERP makes use of the IOB chunking format, just like the TermA dataset.

原始信息汇总

数据集概述

名称

Nerp

语言

印尼语 (ind)

任务类别

命名实体识别 (named-entity-recognition)

标签

• PER (人名)
• LOC (地名)
• IND (产品或品牌名)
• EVT (事件名)
• FNB (食品和饮料名)

数据格式

使用IOB块格式

支持的任务

命名实体识别

数据集版本

• 源版本: 1.0.0
• SEACrowd版本: 2024.06.20

数据集许可

Creative Common Attribution Share-Alike 4.0 International

引用

@inproceedings{hoesen2018investigating, title={Investigating bi-lstm and crf with pos tag embedding for indonesian named entity tagger}, author={Hoesen, Devin and Purwarianti, Ayu}, booktitle={2018 International Conference on Asian Language Processing (IALP)}, pages={35--38}, year={2018}, 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} }