Copilots for Linguists: AI, Constructions, and Frames

Author:   Tiago Timponi Torrent (Federal University of Juiz de Fora) ,  Thomas Hoffmann (Katholische Universität Eichstätt-Ingolstadt / Hunan Normal University) ,  Arthur Lorenzi Almeida (Federal University of Juiz de Fora) ,  Mark Turner (Case Western Reserve University)
Publisher:   Cambridge University Press
ISBN:  

9781009475907


Pages:   122
Publication Date:   01 February 2024
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Copilots for Linguists: AI, Constructions, and Frames


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Overview

AI can assist the linguist in doing research on the structure of language. This Element illustrates this possibility by showing how a conversational AI based on a Large Language Model (AI LLM chatbot) can assist the Construction Grammarian, and especially the Frame Semanticist. An AI LLM chatbot is a text-generation system trained on vast amounts of text. To generate text, it must be able to find patterns in the data and mimic some linguistic capacity, at least in the eyes of a cooperative human user. The authors do not focus on whether AIs “understand” language. Rather, they investigate whether AI LLM chatbots are useful tools for linguists. They reframe the discussion from what AI LLM chatbots can do with language to what they can do for linguists. They find that a chatty LLM can labor usefully as an eliciting interlocutor, and present precise, scripted routines for prompting conversational LLMs.

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Author:   Tiago Timponi Torrent (Federal University of Juiz de Fora) ,  Thomas Hoffmann (Katholische Universität Eichstätt-Ingolstadt / Hunan Normal University) ,  Arthur Lorenzi Almeida (Federal University of Juiz de Fora) ,  Mark Turner (Case Western Reserve University)
Publisher:   Cambridge University Press
Imprint:   Cambridge University Press
Weight:   0.318kg
ISBN:  

9781009475907


ISBN 10:   1009475908
Pages:   122
Publication Date:   01 February 2024
Audience:   General/trade ,  General
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Introduction; 1. Safety Instructions: Risks and Limitations of LLMs and Generative AI; 2. Constructions; 3. Using an AI to Help Study Constructions; 4. Limitations of LLMs for Constructional Analysis; 5. Cognitive Frames and FrameNet; 6. Prompt Engineering for Building FrameNet; 7. Final safety instructions: Risks and limitations revisited; 8. Imagining the Future of Copilots for Linguists.

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