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The road towards fine-tuned LLMs for lexicography

Gilles-Maurice de Schryver (UGent)
(2024) Book of Abstracts of the Workshop 'Large Language Models and Lexicography', 8 October 2024, Cavtat, Croatia. p.6-11
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Abstract
An analysis is made of how the use of generative AI in the field of lexicography proceeded from an out-of-the-box GPT (in February 2023), to a customised GPT for lexicographic purposes (in May 2024), leading to plans to fine-tune an LLM to compile or even act as a dictionary in its own right (in October 2024).
Keywords
LLMs, ChatGPT, out-of-the-box GPT, custom GPT, fine-tuned GPT, English, Portuguese, Bantu, Xhosa, Zulu, Lusoga, Luganda

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Citation

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MLA
de Schryver, Gilles-Maurice. “The Road towards Fine-Tuned LLMs for Lexicography.” Book of Abstracts of the Workshop “Large Language Models and Lexicography”, 8 October 2024, Cavtat, Croatia, edited by Simon Krek, ELEXIS Association, 2024, pp. 6–11.
APA
de Schryver, G.-M. (2024). The road towards fine-tuned LLMs for lexicography. In S. Krek (Ed.), Book of Abstracts of the Workshop “Large Language Models and Lexicography”, 8 October 2024, Cavtat, Croatia (pp. 6–11). Ljubljana: ELEXIS Association.
Chicago author-date
Schryver, Gilles-Maurice de. 2024. “The Road towards Fine-Tuned LLMs for Lexicography.” In Book of Abstracts of the Workshop “Large Language Models and Lexicography”, 8 October 2024, Cavtat, Croatia, edited by Simon Krek, 6–11. Ljubljana: ELEXIS Association.
Chicago author-date (all authors)
de Schryver, Gilles-Maurice. 2024. “The Road towards Fine-Tuned LLMs for Lexicography.” In Book of Abstracts of the Workshop “Large Language Models and Lexicography”, 8 October 2024, Cavtat, Croatia, ed by. Simon Krek, 6–11. Ljubljana: ELEXIS Association.
Vancouver
1.
de Schryver G-M. The road towards fine-tuned LLMs for lexicography. In: Krek S, editor. Book of Abstracts of the Workshop “Large Language Models and Lexicography”, 8 October 2024, Cavtat, Croatia. Ljubljana: ELEXIS Association; 2024. p. 6–11.
IEEE
[1]
G.-M. de Schryver, “The road towards fine-tuned LLMs for lexicography,” in Book of Abstracts of the Workshop “Large Language Models and Lexicography”, 8 October 2024, Cavtat, Croatia, Cavtat, Croatia, 2024, pp. 6–11.
@inproceedings{01JVRF7H9DE5TTXV4GPNEW30PC,
  abstract     = {{An analysis is made of how the use of generative AI in the field of lexicography proceeded from an out-of-the-box GPT (in February 2023), to a customised GPT for lexicographic purposes (in May 2024), leading to plans to fine-tune an LLM to compile or even act as a dictionary in its own right (in October 2024).}},
  author       = {{de Schryver, Gilles-Maurice}},
  booktitle    = {{Book of Abstracts of the Workshop 'Large Language Models and Lexicography', 8 October 2024, Cavtat, Croatia}},
  editor       = {{Krek, Simon}},
  keywords     = {{LLMs,ChatGPT,out-of-the-box GPT,custom GPT,fine-tuned GPT,English,Portuguese,Bantu,Xhosa,Zulu,Lusoga,Luganda}},
  language     = {{eng}},
  location     = {{Cavtat, Croatia}},
  pages        = {{6--11}},
  publisher    = {{ELEXIS Association}},
  title        = {{The road towards fine-tuned LLMs for lexicography}},
  url          = {{https://www.cjvt.si/wp-content/uploads/2024/10/LLM-Lex_2024_Book-of-Abstracts.pdf#page=11}},
  year         = {{2024}},
}