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SEACrowd/indolem_nerui

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Hugging Face2024-06-24 更新2024-03-04 收录
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资源简介:
Indolem Nerui是一个命名实体识别数据集,包含2,125个句子,这些句子来源于2016年印度尼西亚大学的一个NLP课程的标注作业。数据集包含三个命名实体类别:地点、组织和人物,并分为训练集、开发集和测试集,比例为1,530/170/42,基于5折交叉验证。数据集的语言为印尼语(ind),支持的任务是命名实体识别。
提供机构:
SEACrowd
原始信息汇总

Indolem Nerui 数据集概述

基本信息

  • 数据集名称: Indolem Nerui
  • 任务类别: 命名实体识别(Named Entity Recognition)
  • 语言: 印度尼西亚语(ind)
  • 标签: 命名实体识别

数据集描述

  • 数据来源: 2016年印度尼西亚大学自然语言处理课程中的标注任务
  • 句子数量: 2,125句
  • 实体类别: 位置、组织、人物
  • 数据分布: 训练/开发/测试集分别为1,530/170/42句,基于5折交叉验证

支持任务

  • 命名实体识别

数据集版本

  • 源版本: 1.0.0
  • SEACrowd版本: 2024.06.20

数据集许可证

  • Creative Commons Attribution 4.0

引用信息

  • 主要引用:

    @INPROCEEDINGS{8275098, author={Gultom, Yohanes and Wibowo, Wahyu Catur}, booktitle={2017 International Workshop on Big Data and Information Security (IWBIS)}, title={Automatic open domain information extraction from Indonesian text}, year={2017}, volume={}, number={}, pages={23-30}, doi={10.1109/IWBIS.2017.8275098} }

  • 相关引用:

    @article{DBLP:journals/corr/abs-2011-00677, author = {Fajri Koto and Afshin Rahimi and Jey Han Lau and Timothy Baldwin}, title = {IndoLEM and IndoBERT: {A} Benchmark Dataset and Pre-trained Language Model for Indonesian {NLP}}, journal = {CoRR}, volume = {abs/2011.00677}, year = {2020}, url = {https://arxiv.org/abs/2011.00677}, eprinttype = {arXiv}, eprint = {2011.00677}, timestamp = {Fri, 06 Nov 2020 15:32:47 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-00677.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }

    @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} }

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