In this paper, we carefully investigate how we can use multiple different Natural Language Processing techniques and methods in order to automatically recognize the main actions in sports events. We aim to extract insights by analyzing live sport commentaries from different sources and by classifying these major actions into different categories. We also study if sentiment analysis could help detect these main actions.

翻译：本文仔细研究了如何运用多种不同的自然语言处理技术和方法，来自动识别体育赛事中的主要动作。我们旨在通过分析来自不同来源的实时体育评论，并将这些主要动作分类至不同类别，从而提取洞察。此外，我们还探讨了情感分析是否有助于检测这些主要动作。