Reverse synthesis of natural language phrases grounding on their ontological representation using a large language model

• Datum: 2024
• Hauptverfasser: Kaverynskyi, V.V., Litvin, A.A., Palagin, O.V.
• Format: Artikel
• Sprache: Ukrainian
• Veröffentlicht: Інститут програмних систем НАН України 2024
• Schlagworte: large language model; ontology; natural language text synthesis; natural language text analysis; cosine similarity; text vectorization; UDC 004.724; 004.62
• Online Zugang: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/657
• Назва журналу: Problems in programming

The presented article introduces a novel solution that uses a specially developed structured prompt for a large language model (Chat GPT). A series of experiments were carried out on synthesizing natural language phrases based on their ontological representations. These ontological representations w...