幽默与讽刺相结合的政治仿拟检测方法
Combining Humor and Sarcasm for Improving Political Parody Detection
摘要：
戏仿是一种比喻性的手段，用于模仿喜剧或批评目的的实体。戏仿是有意的幽默，通常包含讽刺。本文探讨联合建模这些比喻比喻的目的是提高性能的政治模仿检测推文。为此，我们提出了一个多编码器模型，它结合了三个并行编码器，以丰富的幽默和讽刺信息的模仿特定的表示。在公开的政治模仿推文数据集上的实验表明，我们的方法优于以前的最先进的方法。
英文摘要：
Parody is a figurative device used for mimicking entities for comedic or critical purposes. Parody is intentionally humorous and often involves sarcasm. This paper explores jointly modelling these figurative tropes with the goal of improving performance of political parody detection in tweets. To this end, we present a multi-encoder model that combines three parallel encoders to enrich parody-specific representations with humor and sarcasm information. Experiments on a publicly available data set of political parody tweets demonstrate that our approach outperforms previous state-of-the-art methods.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
