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Unlocking the potential of GPT-3 in education: opportunities, limitations, and recommendations for effective integration

Interactive Learning Environments, 2023
Presented study seeks to examine the potential applications of the OpenAI language model, GPT-3, within the realm of education. Specifically, the inquiry focuses on the feasibility of utilizing GPT-3 to generate essays based on customized prompts.
Shalva Kikalishvili
semanticscholar   +1 more source

Text Summarization Quality Detection Based on GPT-3

Applied and Computational Engineering, 2023
To summarize lengthy text in a concise and accurate manner is called text summarization. With the increasing amount of information available, text summarization has become increasingly important in information retrieval, knowledge management, and sentiment analysis.
Sihan Qi, Honghao Zhang
openaire   +1 more source

Generating Diverse Code Explanations using the GPT-3 Large Language Model

International Computing Education Research Workshop, 2022
Good explanations are essential to efficiently learning introductory programming concepts [10]. To provide high-quality explanations at scale, numerous systems automate the process by tracing the execution of code [8, 12], defining terms [9], giving ...
Stephen MacNeil   +5 more
semanticscholar   +1 more source

The diagnostic and triage accuracy of the GPT-3 artificial intelligence model: an observational study.

The Lancet Digital Health
BACKGROUND Artificial intelligence (AI) applications in health care have been effective in many areas of medicine, but they are often trained for a single task using labelled data, making deployment and generalisability challenging.
D. M. Levine   +6 more
semanticscholar   +1 more source

Mono- and Multilingual GPT-3 Models for Hungarian

2023
In recent years, the growth in size of Transformer-based language models has accelerated significantly. Global technology companies are training larger and larger models that require enormous resources and training data. With these experiments, they aim to demonstrate that sufficiently large models with abundant training data can solve any natural ...
Yang, Zijian Győző   +3 more
openaire   +2 more sources

Experiments On GPT-3 Assisted Process Model Development

ECMS 2023 Proceedings edited by Enrico Vicario, Romeo Bandinelli, Virginia Fani, Michele Mastroianni, 2023
Computer assisted process model development from textual descriptions is still an open research question. Advantages of such a technology lie in shorter development times and possibly a more concise interpretation of the narrative input. A solution to this problem necessarily relies on methods from formal modeling and linguistics.
Carlo Simon, Stefan Haag, Lara Zakfeld
openaire   +1 more source

Riassumere testi giuridici con GPT-3

2023
In questa presentazione descriviamo sinteticamente una sperimentazione di summarization di testi giuridici effettuata con GPT-3 (Generative Pre-trained Transformer 3). Gli autori (ricercatori di informatica giuridica e di Natural Language Processing) hanno realizzato l'esperimento su un set eterogeneo di atti amministrativi e di norme di vario livello.
Andrea Bolioli*   +3 more
openaire   +1 more source

Innovative Content Generation: Leveraging GPT-3 Language Capabilities

Journal of Innovative Technology Convergence, 2023
This study explores the utilization of OpenAI's GPT-3 in innovative content generation, leveraging its unparalleled language capabilities. GPT-3 represents a milestone in AI development, building upon earlier models like BERT and OpenAI's GPT series, propelled by the transformer architecture.
Kenette Roeven Saylo, Monalie Saylo
openaire   +1 more source

CYGENT: A cybersecurity conversational agent with log summarization powered by GPT-3

2024 3rd International Conference on Artificial Intelligence For Internet of Things (AIIoT)
In response to the escalating cyber-attacks in the modern IT and IoT landscape, we developed CYGENT, a conversational agent framework powered by GPT-3.5 turbo model, designed to aid system administrators in ensuring optimal performance and uninterrupted ...
Prasasthy Balasubramanian   +2 more
semanticscholar   +1 more source

Brilliance Bias in GPT-3

2022 IEEE Global Humanitarian Technology Conference (GHTC), 2022
Juliana Shihadeh   +4 more
openaire   +1 more source

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