数字人文研究 ›› 2026, Vol. 6 ›› Issue (1): 75-93.

• 攻玉以石 • 上一篇    下一篇

提示词对AI文学创造力的激发机制研究

李倩,南京师范大学公共管理学院哲学系博士研究生、新疆财经大学中国语言文化学院语言文学系讲师;吴静,华东师范大学哲学系教授。   

  • 出版日期:2026-03-28 发布日期:2026-07-16
  • 基金资助:
    2025年度国家社会科学基金后期资助重点项目“从算法控制到认知正义:人工智能社会的批判性研究”(25FZXA004)阶段性成果之一

Mechanism of Prompt Stimulating Creativity in AI-Assisted Literary Creation

  • Online:2026-03-28 Published:2026-07-16

摘要:

随着生成式人工智能深度介入文学创作,提示词已成为影响人机协同创作效果的关键因素。针对提示词如何激发其文学创造力这一问题,研究设计了五类提示词在DeepSeek模型上进行生成实验,并采用主客观结合评估体系并展开量化与质性分析。实验揭示:提示词通过“语义定向—认知修辞介入”机制,将人类意图转化为AI可执行创造操作;其中,抽象概念型激活跨域类比,多元融合型促进异质语义整合。AI文化寄生性既反映人类集体无意识,又提供陌生化表达契机,推动分布式创造力涌现。提示词设计与多轮生成策略在AI文学创作中的关键作用,为数字人文语境下人机协同创作提供理论与方法参考。

关键词: 提示词 , 人工智能文学创作 , 创造力评估 , 数字修辞学

Abstract:

With the deepening involvement of generative artificial intelligence in literary creation, prompts have become a key factor shaping the effectiveness of human-AI collaborative writing.This study investigates how prompts stimulate AI's literary creativity by conducting generation experiments on the DeepSeek model using five types of prompts, and by employing a combined subjective-objective evaluation framework for both quantitative and qualitative analysis.Through a mechanism of“semantic orientation-cognitive-rhetorical intervention, ”prompts translate human intentions into executable creative operations for AI.Abstract-concept prompts activate cross-domain analogy, while integrative prompts facilitate the synthesis of heterogeneous semantics.The cultural parasitism of AI not only reflects the collective unconscious of humankind, but also creates opportunities for defamiliarized expression, thereby fostering the emergence of distributed creativity.The findings highlight the crucial role of prompt design and multi-round generation strategies in AI-assisted literary creation, and provide theoretical and methodological reference points for human-AI collaborative writing in the context of digital humanities.

Key words: Prompts , AI-assisted literary creation , creativity assessment , digital rhetoric

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