Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding
Lixing Zhu,
Runcong Zhao,
Lin Gui
et al.
Abstract:Narrative understanding involves capturing the author's cognitive processes, providing insights into their knowledge, intentions, beliefs, and desires. Although large language models (LLMs) excel in generating grammatically coherent text, their ability to comprehend the author's thoughts remains uncertain. This limitation hinders the practical applications of narrative understanding. In this paper, we conduct a comprehensive survey of narrative understanding tasks, thoroughly examining their key features, defi… Show more
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