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A few-shot learning approach with similarity-based prompt engineering for fine-tuning LLMs in closed-domain conversational AI

Published Online: 2026-04-21

Published Print: 2026-12

Authors

Esfandiari, Nura

Kiani, Kourosh

Rastgoo, Razieh
License Information

Text and Data Mining valid from 2026-04-21

Version of Record valid from 2026-04-21
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Article History

Received: 5 September 2025

Revised: 4 February 2026

Accepted: 19 March 2026

First Online: 21 April 2026

Declarations

:

: The authors certify that they have no conflict of interest.

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