SEACrowd/indolem_ntp

Indolem Ntp数据集是一个用于印尼语的下一条推文预测任务（Next Tweet Prediction, NTP）的综合基准数据集。该任务类似于BERT模型中的下一句预测任务（Next Sentence Prediction, NSP）。每个实例包含一个Twitter线程（2到4条推文）和四个可能的下一推文选项，其中一个选项是原始线程中的实际回复。数据集分为训练集、开发集和测试集，分别包含5681、811和1890个线程。

Indolem Ntp is a comprehensive Indonesian benchmark dataset for the Next Tweet Prediction (NTP) task. This task is similar to the Next Sentence Prediction (NSP) task used to train BERT. Each instance consists of a Twitter thread (containing 2 to 4 tweets) and four possible options for the next tweet, one of which is the actual response from the original thread. The dataset is divided into training, development, and test sets, containing 5681, 811, and 1890 threads, respectively.

原始信息汇总

数据集概述

数据集名称

Indolem Ntp

任务类别

• 下一句预测 (Next Sentence Prediction)

语言

• 印度尼西亚语 (ind)

数据集描述

NTP (Next Tweet prediction) 是一个全面的印度尼西亚语基准测试，给定一系列推文和一个选项，预测该选项是否是下一条推文。该任务类似于用于训练 BERT 的下一句预测 (NSP) 任务。在 NTP 中，每个实例包含一个 Twitter 线程（包含 2 到 4 条推文），称为前提，以及四个可能的下一条推文选项，其中一个选项是原始线程中的实际回复。

数据集划分

• 训练集：5681 个线程
• 开发集：811 个线程
• 测试集：1890 个线程

支持的任务

• 下一句预测 (Next Sentence Prediction)

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

如果使用 Indolem Ntp 数据集，请引用以下文献：

@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} }