Assessing ChatGPT's accuracy in dyslexia inquiry

Yükleniyor...
Küçük Resim

Tarih

2024

Dergi Başlığı

Dergi ISSN

Cilt Başlığı

Yayıncı

Institute of Electrical and Electronics Engineers Inc.

Erişim Hakkı

info:eu-repo/semantics/closedAccess

Araştırma projeleri

Organizasyon Birimleri

Dergi sayısı

Özet

Dyslexia poses challenges in accessing reliable information, crucial for affected individuals and their families. Leveraging chatbot technology offers promise in this regard. This study evaluates the OpenAI Assistant's precision in addressing dyslexia-related inquiries. Three hundred questions commonly posed by parents were categorized and presented to the Assistant. Expert evaluation of responses, graded on accuracy and completeness, yielded consistently high scores (median=5). Descriptive questions scored higher (average=4.9568) than yes/no questions (average=4.8957), indicating potential response challenges. Statistical analysis highlighted the significance of question specificity in response quality. Despite occasional difficulties, the Assistant demonstrated adaptability and reliability in providing accurate dyslexia-related information.

Açıklama

TUBITAK 122E085

Anahtar Kelimeler

Artificial intelligence, ChatGPT, Deep learning, Dyslexia, Large language model, Natural language processing, Ambient intelligence, Modeling languages, Natural language processing systems, Chatbots, Dyslexium, Expert evaluation, Language model, Language processing, Natural languages, Contrastive learning

Kaynak

TIPTEKNO 2024 - Medical Technologies Congress, Proceedings

WoS Q Değeri

N/A

Scopus Q Değeri

N/A

Cilt

Sayı

Künye

Eroğlu, G. & Harb, M. R. A. (2024). Assessing ChatGPT's accuracy in dyslexia inquiry. Paper presented at the TIPTEKNO 2024 - Medical Technologies Congress, Proceedings, 1-4. doi:10.1109/TIPTEKNO63488.2024.10755435