SEACrowd/idk_mrc_nli

IDKMRC-NLI数据集源自IDK-MRC问答数据集，利用命名实体识别（NER）、分块标签、正则表达式和嵌入相似性技术来确定其矛盾集。通过这一过程收集的数据集包含前提、假设、标签以及与NER和分块标签相关的附加属性。该数据集旨在促进自然语言推理（NLI）任务，并包含从多种来源提取的信息，以提供全面的覆盖。每个数据实例都封装了前提、假设、标签以及与NLI评估相关的附加属性。

The IDKMRC-NLI dataset is derived from the IDK-MRC question answering dataset, utilizing named entity recognition (NER), chunking tags, Regex, and embedding similarity techniques to determine its contradiction sets. Collected through this process, the dataset comprises various columns beyond premise, hypothesis, and label, including properties aligned with NER and chunking tags. This dataset is designed to facilitate Natural Language Inference (NLI) tasks and contains information extracted from diverse sources to provide comprehensive coverage. Each data instance encapsulates premise, hypothesis, label, and additional properties pertinent to NLI evaluation.

原始信息汇总

IDKMRC-NLI 数据集

概述

IDKMRC-NLI 数据集是从 IDK-MRC 问答数据集中派生出来的，利用命名实体识别（NER）、分块标签、正则表达式（Regex）和嵌入相似性技术来确定其矛盾集。该数据集包含前提、假设、标签以及其他与 NER 和分块标签相关的属性列，旨在支持自然语言推理（NLI）任务。

语言

• 印尼语（ind）

支持的任务

• 文本蕴含（Textual Entailment）

数据集版本

• 源版本：1.0.0
• SEACrowd 版本：2024.06.20

数据集许可证

• 未知（Unknown）

引用

若在工作中使用 IDKMRC-NLI 数据集，请引用以下内容：

@article{, author = {}, title = {}, journal = {}, volume = {}, year = {}, url = {}, doi = {}, biburl = {}, bibsource = {} }

@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} }