Toward Generating Quality Test Questions and Answers Using Quantized Low-Rank Adapters in LLMs

Traditional approaches to question-and-answer generation are resource-intensive, necessitating innovative automation techniques to address these challenges. To this end, we propose fine-tuning strategies based on Quantized Low-Rank Adaptation (QLoRA), utilizing a meticulously curated domain-specific...

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Bibliographic Details
Main Authors: Jebum Choi, Seongjun Hong, Seoyoon Hong, Jiyeon Park, Eun-Sung Jung
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11005578/
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