发表机构
Noevara Inc.; University of Otago（诺埃瓦拉公司; 奥塔哥大学）
机构由 AI 辅助整理，请以论文原文为准。AI 中文总结
本文提出Incipit原型，在作者意图与生成文本间插入基于文学公理的显式规划层，通过知识库、对话和三级蓝图实现可检查的人机文学创作协调。
AI 中文摘要
大型语言模型能够根据简短提示生成流畅的散文，但直接交互几乎无法让作者触及塑造长篇叙事的假设。我们提出了Incipit，一个已实现的研究原型，它在作者意图与生成散文之间插入了一个显式的规划层。该层以文学公理为基础，这些公理是关于人类经验与叙事技艺的经过策划且可复用的命题。该原型将包含1455条公理和472种类型化关系的知识库，与五轮方向对话、一个检索与选择流水线，以及一个涵盖创作前提、故事节拍、人物弧光和章节大纲的三级蓝图相连接。作者可以在将这些结构用作场景生成的上下文之前，对其进行检查和编辑。额外的模块支持真实事件抽象和五维诊断反馈。我们描述了设计原理、数据流、实现边界以及一个完整的设计示例。由于尚未完成受控用户研究或独立评分的输出研究，我们不声称该系统能提升文学质量。相反，我们概述了一项未来预注册的比较研究，旨在区分公理基座与层级规划的各自贡献。本文贡献了一个具体架构，使文学知识成为人机写作中可检查的协调对象。
英文摘要
How can the conceptual commitments of a literary work connect its creation, interpretation, and evaluation? We propose Literary Axioms, a conceptual framework in which a work develops a configuration of claims about experience and commitments to literary form. A literary axiom is a provisional organizing premise whose scope and textual realization can be examined. The framework develops the proposal by Qiang Liu that writers select and combine such premises, realize them through characters, events, language, and form, and make them available for reconstruction by readers. We distinguish an open axiom space, a selected configuration, its relational organization, and situated reader reconstructions. This yields an account of coherence as organized compatibility or conflict, originality as a change in claims, relations, or realization, and interpretive richness as a plurality of textually grounded reconstructions. Five dimensions connect this account to literary evaluation: coherence, contextual reach, distinctiveness, realization fidelity, and interpretive richness. We specify boundary cases and derive five empirical predictions with observations that would count against them. A concrete implementation contains 1455 Chinese language records, 1464 mappings to 149 works, and 472 typed relationships. A descriptive audit establishes the structural integrity of the artifact and identifies gaps in reuse, context coding, and provenance. The paper contributes a theory based framework, an inspectable implementation, and a research program. Its predictions await reader and creative writing studies.
