DyKnow: Dynamically Verifying Time-Sensitive Factual Knowledge in LLMs. - Seyed Mahed Mousavi; Simone Alghisi; Giuseppe Riccardi (EMNLP (Findings), 2024)

Should We Fine-Tune or RAG? Evaluating Different Techniques to Adapt LLMs for Dialogue. - Simone Alghisi; Massimo Rizzoli; Gabriel Roccabruna; Seyed Mahed Mousavi; Giuseppe Riccardi (INLG, 2024)

Are LLMs Robust for Spoken Dialogues? - Seyed Mahed Mousavi; Gabriel Roccabruna; Simone Alghisi; Massimo Rizzoli; Mirco Ravanelli; Giuseppe Riccardi (CoRR, 2024)

Is Your LLM Outdated? Benchmarking LLMs & Alignment Algorithms for Time-Sensitive Knowledge. - Seyed Mahed Mousavi; Simone Alghisi; Giuseppe Riccardi (CoRR, 2024)

LLMs as Repositories of Factual Knowledge: Limitations and Solutions. - Seyed Mahed Mousavi; Simone Alghisi; Giuseppe Riccardi (CoRR, 2025)

CIVET: Systematic Evaluation of Understanding in VLMs. - Massimo Rizzoli; Simone Alghisi; Olha Khomyn; Gabriel Roccabruna; Seyed Mahed Mousavi; Giuseppe Riccardi (CoRR, 2025)