Narrative and Generative AI

Beschreibung

This second edition provides an overview of the principal problems, approaches, and challenges in modeling the narrative structure of stories. The book builds upon the prior edition by incorporating an additional focus on generative artificial intelligence and its applications for narratology. The author explains the computational representations of narrative elements, such as characters, causality, and time, proposing new methods for representing embedded narratives, fictional entities, tempo, and audience response. The book then discusses the rise of generative AI systems, including large language models and transformers. The author explores the current applications of these systems and the extent to which they can be used to automate the cognitive aspects of narrative understanding and generation.

In addition, this book:

• Provides an accessible primer on narratology for computer scientists, linguists, and digital humanities researchers
• Presents a thorough account of generative AI tools and their applications for narrative understanding and generation
• Discusses outstanding challenges that need to be addressed and directions for future advancements

This second edition provides an overview of the principal problems, approaches, and challenges in modeling the narrative structure of stories. The book builds upon the prior edition by incorporating an additional focus on generative artificial intelligence and its applications for narratology. The author explains the computational representations of narrative elements, such as characters, events, causality, and time, proposing new methods for representing embedded narratives, fictional entities, tempo, and audience response. The book discusses the rise of generative AI systems, including large language models and transformers. The author explores the current applications of these systems and the extent to which they can be used to automate the cognitive aspects of narrative understanding and generation.

Autor*in

Inderjeet Mani

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