Can ChatGPT be Your Personal Medical Assistant?

2023-12-19 · Md. Rafiul Biswas, Ashhadul Islam, Zubair Shah, Wajdi Zaghouani, Samir Brahim Belhaouari

The advanced large language model (LLM) ChatGPT has shown its potential in different domains and remains unbeaten due to its characteristics compared to other LLMs. This study aims to evaluate the potential of using a fine-tuned ChatGPT model as a personal medical assistant in the Arabic language. To do so, this study uses publicly available online questions and answering datasets in Arabic language. There are almost 430K questions and answers for 20 disease-specific categories. GPT-3.5-turbo model was fine-tuned with a portion of this dataset. The performance of this fine-tuned model was evaluated through automated and human evaluation. The automated evaluations include perplexity, coherence, similarity, and token count. Native Arabic speakers with medical knowledge evaluated the generated text by calculating relevance, accuracy, precision, logic, and originality. The overall result shows that ChatGPT has a bright future in medical assistance.

📄 PDF Abstract BibTeX arXiv:2312.12006

Code (0)

등록된 구현이 없습니다.

Tasks

Language ModelingLanguage ModellingLarge Language Model

Methods 이 논문이 사용한 방법론

{Dispute@FaQ-s}How to file a dispute with Expedia? How to file a dispute with Expedia? To file a complaint against Expedia, first try contacting their customer service directly. You can reach them by phone at…

Multi-Head Attention 설명 없음

Attention 설명 없음

Linear Layer A Linear Layer is a projection $\mathbf{XW + b}$.

Adam 설명 없음

Attention Dropout Attention Dropout is a type of dropout used in attention-based architectures, where elements are randomly dropped out of the…

15 Ways to Contact How can i speak to someone at Delta Airlines 설명 없음

Residual Connection 설명 없음

What Was Your Prompt? A Remote Keylogging Attack on AI Assistants

2024-03-14 · Roy Weiss, Daniel Ayzenshteyn, Guy Amit, Yisroel Mirsky

AI assistants are becoming an integral part of society, used for asking advice or help in personal and confidential issues. In this paper, we unveil a novel side-channel that can be used to read encrypted responses from …

Language Modeling Language Modelling Large Language Model Sentence+1

Comment on: Your Brain on ChatGPT: Accumulation of Cognitive Debt When Using an AI Assistant for Essay Writing Tasks

2025-12-29 · Milos Stankovic, Ella Hirche, Sarah Kollatzsch, Julia Nadine Doetsch arxiv

Recently published work titled Your Brain on ChatGPT: Accumulation of Cognitive Debt When Using an AI Assistant for Essay Writing Task by Kosmyna et al. (2025) has sparked a vivid debate on the topic of artificial intell…

ChatGPT as a Therapist Assistant: A Suitability Study

2023-04-19 · Mahshid Eshghie, Mojtaba Eshghie

This paper proposes using ChatGPT, an innovative technology with various applications, as an assistant for psychotherapy. ChatGPT can serve as a patient information collector, a companion for patients in between therapy …

Mathematical Capabilities of ChatGPT

2023-01-31 · NeurIPS 2023 11 · Simon Frieder, Luca Pinchetti, Alexis Chevalier, Ryan-Rhys Griffiths 외

We investigate the mathematical capabilities of two iterations of ChatGPT (released 9-January-2023 and 30-January-2023) and of GPT-4 by testing them on publicly available datasets, as well as hand-crafted ones, using a n…

Elementary Mathematics Math Mathematical Reasoning Selection bias

Personalized Large Language Model Assistant with Evolving Conditional Memory

2023-12-22 · Ruifeng Yuan, Shichao Sun, Yongqi Li, Zili Wang 외

With the rapid development of large language models, AI assistants like ChatGPT have become increasingly integrated into people's works and lives but are limited in personalized services. In this paper, we present a plug…

Language Modeling Language Modelling Large Language Model Retrieval