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ChatGPT as a COBUILD lexicographer
Linguistics and LanguagesHumanities & Social Sciences Communications

ChatGPT as a COBUILD lexicographer

R. Lew

This exciting study by Robert Lew explores the capabilities of ChatGPT in generating COBUILD-style English dictionary entries, comparing AI-generated definitions to those crafted by human lexicographers. The results reveal intriguing insights about AI performance and potential improvements through expert feedback!... show more
Abstract
Creating high-quality dictionary entries has been a meticulous and time-consuming process, but current developments in Artificial Intelligence (AI) could help to speed up this process. This study explores the use of ChatGPT to create COBUILD-style English monolingual entries and evaluates its ability to generate accurate and high-quality sense definitions and example sentences on a sample of fifteen verbs of communication. AI-generated entries are produced using ChatGPT Plus, and human experts evaluate them alongside COBUILD entries in a blinded randomized process. The quality of sense definitions, example sentences, and overall entries are assessed using a five-point scale. The results indicate that AI-generated definitions are comparable to those created by human lexicographers, while AI-generated examples and overall entries receive lower ratings. The study also explores the possibility of fine-tuning AI models based on expert feedback to enhance their performance.
Publisher
Humanities & Social Sciences Communications
Published On
Oct 13, 2023
Authors
Robert Lew
Tags
ChatGPTdictionary entriesAI-generatedhuman lexicographerscommunication verbsevaluationfine-tuning
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