Antonello Meloni

Antonello Meloni is a Researcher affiliated with the Faculty of Life Sciences and Technology at Wrocław University of Environmental and Life Sciences. His work focuses on advancing knowledge graphs, natural language processing (NLP), and their integration into conversational agents for scholarly and industrial applications. He collaborates extensively with experts in artificial intelligence, semantic web technologies, and data science.

Key research interests include:

• Developing tools for text-to-KG conversion (e.g., AMR2FRED, Text2AMR2FRED)
• Enhancing conversational agents with knowledge graphs for applications like job market analysis and scientific QA
• Leveraging large language models (LLMs) for query generation and scientific analysis
• Designing human-centric AI architectures for Industry 5.0

Recent publications emphasize LLMs' role in scientific question answering, knowledge graph construction, and interdisciplinary applications in music heritage and labor markets. His work bridges theoretical advancements with practical tools for academia and industry.