Tag: Linguists

Statistics for Linguists A Step-by-Step Guide for Novices


Free Download David Eddington, "Statistics for Linguists: A Step-by-Step Guide for Novices"
English | ISBN: 1443876380 | 2015 | 190 pages | PDF | 3 MB
Linguists with no background in statistics will find this book to be an accessible introduction to statistics. Concepts are explained in non-technical terms, and mathematical formulas are kept to a minimum. The book incorporates SPSS, which is a statistics package that incorporates a point and click interface rather than complex line-commands. Step-by-step instructions are provided for some of the most widely used statistics in linguistics. At the same time, the concepts behind each procedure are also explained. Traditional analyses such as ANOVA and t-tests are included in the book, but linguistic data is often not amenable to such analyses. For this reason, non-parametric and mixed-effects procedures are also introduced.

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Copilots for Linguists AI, Constructions, and Frames


Free Download Copilots for Linguists: AI, Constructions, and Frames
English | 2023 | ISBN: 1009475908 | 122 Pages | PDF (True) | 3 MB
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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