[{'Type': 'Publication', 'Title': 'Leveraging LLMs for Student Assessment Generation in Engineering Education: a Study on Context Requirements and Adoption', 'Authors': 'Alexandru Lecu, Aurelia Ciupe, Adrian Groza, Bogdan Orza', 'Conference': 'EAEEIE', 'Location': 'Cluj-Napoca, Romania', 'Publisher': 'IEEE', 'Year': '2025'}, {'Type': 'Publication', 'Title': 'Knowledge Graph-Driven Retrieval-Augmented Generation: Integrating Deepseek-R1 with Weaviate for Advanced Chatbot Applications', 'Authors': 'Alexandru Lecu, Adrian Groza, Lezan Hawizy', 'PreprintPlatform': 'arXiv', 'Year': '2025'}, {'Type': 'Publication', 'Title': 'Using LLMs and Ontologies to Extract Causal Relationships from Medical Abstracts', 'Authors': 'Alexandru Lecu, Adrian Groza, Lezan Hawizy', 'Conference': 'ACLing', 'Location': 'Dubai, UAE', 'Publisher': 'Elsevier', 'Year': '2024'}, {'Type': 'Talk', 'Title': 'Knowledge Graph-Driven RAG for Biomedical Chatbots', 'Conference': 'AIForum', 'Location': 'Cluj-Napoca, Romania', 'Year': '2025'}, {'Type': 'Talk', 'Title': 'Using LLMs and Ontologies to Extract Causal Relationships from Medical Abstracts', 'Conference': 'Progress and Innovation in Ophthalmology Forum', 'Location': 'Cluj-Napoca, Romania', 'Year': '2024'}, {'Type': 'Talk', 'Title': 'Using LLMs and Ontologies to Extract Causal Relationships from Medical Abstracts', 'Conference': 'AIDays', 'Location': 'Bucharest, Romania', 'Year': '2024'}]
Background
PhD student with a focus on novel approaches to term extraction processes, aiming to enhance AI's ability to understand and interpret human language. Works as a Teaching Assistant, leading labs in Knowledge-Based Systems, Intelligent Systems, and Artificial Intelligence.