AI-textuality:扩展互文性,将人类与人工智能的互动理论化

IF 3.6 1区 文学 Q1 LINGUISTICS
Kok-Sing Tang
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引用次数: 0

摘要

本文引入了人工智能文本性的概念,扩展了巴赫金的互文性概念,以涵盖由生成式人工智能(GenAI)产生的文本的交互。互文性为理解GenAI输出是如何通过大量数据集的数字和多模态文本组合而产生的提供了一个有价值的视角。基于这一观点,本文提出了一个模型来理论化教育环境中人工智能生成文本的互文性质。该模型将人类与人工智能的互动框架为人类在物质空间中的经验与GenAI在数字空间中的计算处理之间的相互作用。利用高中课堂的数据,该模型说明了学生如何使用GenAI来讨论课程中的关键思想。它强调了学生对人工智能生成文本的参与是如何被他们的经验文本化、GenAI响应的互文概率以及学生和GenAI之间的知识共同构建所塑造的。通过插图,本文认为人工智能文本性有可能修正和扩展对互文性的传统理解,以纳入我们在数字时代与GenAI的互动。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
AI-textuality: Expanding intertextuality to theorize human-AI interaction with generative artificial intelligence
This paper introduces the concept of AI-textuality that extends Bakhtin’s notion of intertextuality to encompass interactions involving texts produced by generative artificial intelligence (GenAI). Intertextuality provides a valuable lens for understanding how GenAI outputs are created through the assemblage of digital and multimodal texts from vast datasets. Building on this perspective, this paper presents a model to theorize the intertextual nature of AI-generated texts in educational settings. The model frames human-AI interaction as an interplay between humans’ experiences in a material space and GenAI’s computational processing in a digital space. Drawing on data from a high school classroom, the model illustrates how students engaged with GenAI to discuss key ideas in the lesson. It highlights how students’ engagement with AI-generated texts was shaped by their textualization of experiences, the intertextual probability of GenAI’s responses, and the joint construction of knowledge between students and GenAI. Through the illustration, the paper argues that AI-textuality has the potential to revise and expand traditional understandings of intertextuality to incorporate our interactions with GenAI in the digital age.
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来源期刊
Applied Linguistics
Applied Linguistics LINGUISTICS-
CiteScore
7.60
自引率
8.30%
发文量
0
期刊介绍: Applied Linguistics publishes research into language with relevance to real-world problems. The journal is keen to help make connections between fields, theories, research methods, and scholarly discourses, and welcomes contributions which critically reflect on current practices in applied linguistic research. It promotes scholarly and scientific discussion of issues that unite or divide scholars in applied linguistics. It is less interested in the ad hoc solution of particular problems and more interested in the handling of problems in a principled way by reference to theoretical studies.
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