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Copilots for Linguists

Ai, Constructions, and Frames
TaschenbuchKartoniert, Paperback
122 Seiten
Englisch
Cambridge University Presserschienen am01.02.2024
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.mehr
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Produkt

KlappentextAI 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.
Details
ISBN/GTIN978-1-009-43922-0
ProduktartTaschenbuch
EinbandartKartoniert, Paperback
FormatTrade Paperback (USA)
Erscheinungsjahr2024
Erscheinungsdatum01.02.2024
Seiten122 Seiten
SpracheEnglisch
MasseBreite 152 mm, Höhe 229 mm, Dicke 7 mm
Gewicht172 g
Artikel-Nr.60943110

Inhalt/Kritik

Inhaltsverzeichnis
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.mehr