CrudeOilNews

CrudeOilNews是由莫纳什大学马来西亚分校创建的英语原油新闻语料库，专注于事件提取。该数据集包含425篇新闻文章，约11,000个事件被标注，是首个针对商品新闻的此类资源，旨在支持经济和金融文本挖掘的研究。数据集通过人工标注和机器学习方法进行扩展，采用ACE和ERE标准进行事件标注，适用于开发和评估事件提取系统。该数据集的应用领域包括金融市场分析，特别是原油市场的价格波动分析，帮助决策者及时获取和解析相关新闻事件。CrudeOilNews is an English crude oil news corpus created by Monash University Malaysia, focusing on event extraction. This dataset comprises 425 news articles with approximately 11,000 annotated events, and it is the first such resource dedicated to commodity news, aiming to support research in economic and financial text mining. The dataset is expanded through manual annotation and machine learning methods, with event annotations following the ACE and ERE standards, making it suitable for developing and evaluating event extraction systems. Its application fields include financial market analysis, particularly crude oil market price fluctuation analysis, helping decision-makers timely acquire and interpret relevant news events.

搜集汇总

背景与挑战

背景概述

CrudeOilNews是一个由莫纳什大学马来西亚分校创建的英语原油新闻语料库，专注于事件提取，包含425篇新闻文章和约11,000个标注事件，是首个针对商品新闻的此类资源。它采用ACE和ERE标准进行事件标注，通过人工和机器学习方法扩展，适用于事件提取系统的开发和评估，支持金融市场分析，特别是原油市场价格波动分析。