Copilots for Linguists - Tiago Timponi Torrent, Thomas Hoffmann, Arthur Lorenzi Almeida, Mark Turner

Copilots for Linguists

AI, Constructions, and Frames
Buch | Hardcover
122 Seiten
2024
Cambridge University Press (Verlag)
978-1-009-47590-7 (ISBN)
62,30 inkl. MwSt
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 can assist the Construction Grammarian, and especially the Frame Semanticist.
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.

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.

Erscheinungsdatum
Reihe/Serie Elements in Construction Grammar
Zusatzinfo Worked examples or Exercises
Verlagsort Cambridge
Sprache englisch
Gewicht 318 g
Themenwelt Geisteswissenschaften Sprach- / Literaturwissenschaft Sprachwissenschaft
ISBN-10 1-009-47590-8 / 1009475908
ISBN-13 978-1-009-47590-7 / 9781009475907
Zustand Neuware
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