arXiv:2412.00425cs.CL2024-12综述被引 6

梳理讽刺检测的挑战与方法,助你快速理解这门语言难题。

Was that Sarcasm?: A Literature Survey on Sarcasm Detection

  • 系统整理讽刺检测的关键问题与技术路径
  • 分析现有数据集类型与标注差异
  • 适合自然语言处理初学者与研究者参考

讽刺难以理解,对人类而言是智力的体现。因此,让计算机准确识别讽刺仍是自然语言处理中的难点。本文综述了讽刺检测领域的核心挑战、现有解决方法及不同类型的可用数据集,旨在全面梳理该领域的研究现状与发展脉络。

原文摘要 · Abstract (English)

Sarcasm is hard to interpret as human beings. Being able to interpret sarcasm is often termed as a sign of intelligence, given the complex nature of sarcasm. Hence, this is a field of Natural Language Processing which is still complex for computers to decipher. This Literature Survey delves into different aspects of sarcasm detection, to create an understanding of the underlying problems faced during detection, approaches used to solve this problem, and different forms of available datasets for sarcasm detection.

讽刺检测NLP综述

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