3 papers
cs.DB2026
Benchmarking Large Language Models for Knowledge Graph Validation
Farzad Shami, Stefano Marchesin, Gianmaria Silvello
Knowledge Graphs (KGs) store structured factual knowledge by linking entities through relationships, crucial for many applications. These applications depend on the KG's factual ac…
cs.AI2026
From Single to Multi-Agent Reasoning: Advancing GeneGPT for Genomics QA
Kimia Abedini, Farzad Shami, Gianmaria Silvello
Comprehending genomic information is essential for biomedical research, yet extracting data from complex distributed databases remains challenging. Large language models (LLMs) off…
cs.CL2026
GROKE: Vision-Free Navigation Instruction Evaluation via Graph Reasoning on OpenStreetMap
Farzad Shami, Subhrasankha Dey, Nico Van de Weghe +1
The evaluation of navigation instructions remains a persistent challenge in Vision-and-Language Navigation (VLN) research. Traditional reference-based metrics such as BLEU and ROUG…