3 papers
cs.AI2026
PARIS: A multi-agent LLM framework for end-to-end, PRISMA-guided systematic literature reviews with pre-synthesis corpus quality assessment
Christophe Cruz, Hussam Ghanem, Samir Jabbar +2
Systematic literature reviews (SRs) remain slow and labor-intensive, and most automation tools address single stages of the workflow. We present PARIS (PRISMA Agentic Research Inte…
cs.CL2025
Enhancing Knowledge Graph Construction: Evaluating with Emphasis on Hallucination, Omission, and Graph Similarity Metrics
Hussam Ghanem, Christophe Cruz
Recent advancements in large language models have demonstrated significant potential in the automated construction of knowledge graphs from unstructured text. This paper builds upo…
cs.AI2023
Knowledge Graph for NLG in the context of conversational agents
Hussam Ghanem, Massinissa Atmani, Christophe Cruz
The use of knowledge graphs (KGs) enhances the accuracy and comprehensiveness of the responses provided by a conversational agent. While generating answers during conversations con…