arXiv cs.CY· James E. Dobson·· 12 小时前AI 评分18
论文提出「指令对话体裁」：指令微调语言模型应被理解为一种体裁
The Language of Instruction: Genre and Generative AI
AI 导读
一篇 arXiv 论文主张，指令微调语言模型应被理解为在实现一种「指令对话体裁」（instructional-conversational genre），即生成模型与人类过往对话中的话语语言经大规模神经网络递归整合而成。该体裁通过指令微调、system prompt 以及使用特殊 token 和角色分配的标记语言输入形式化落地。
正文 · 原文
Abstract:This article argues that instruction-fine-tuned language models should be understood as implementing a genre, what is proposed as the instructional-conversational genre. This genre is an amalgamation of discursive language from prior conversations between generative models and humans recursively run through these massive neural networks. It is instantiated in applications through instruction fine-tuning, the inclusion of a pretext known as a system prompt, and the formalization of inputs in mark-up languages characterized by the use of special tokens and role assignment in turntaking structures.
| Subjects: | Computation and Language (cs.CL); Computers and Society (cs.CY) |
| Cite as: | arXiv:2610.32982 [cs.CL] |
| (or arXiv:2610.32982v1 [cs.CL] for this version) | |
| https://doi.org/10.48550/arXiv.2610.32982 arXiv-issued DOI via DataCite (pending registration) |
Submission history
From: James Dobson [view email]
[v1]
Fri, 23 Oct 2026 17:59:56 UTC (30 KB)
来源：arXiv cs.CY · arxiv.org