Semantic Diversity for Natural Language Understanding Evaluation in Dialog Systems. - Enrico Palumbo; Andrea Mezzalira; Cristina Marco; Alessandro Manzotti; Daniele Amberti (COLING (Industry), 2020)

Exploring Subgroup Performance in End-to-End Speech Models. - Alkis Koudounas; Eliana Pastor; Giuseppe Attanasio; Vittorio Mazzia; Manuel Giollo; Thomas Gueudré; Luca Cagliero; Luca de Alfaro; Elena Baralis; Daniele Amberti (ICASSP, 2023)

Leveraging Confidence Models for Identifying Challenging Data Subgroups in Speech Models. - Alkis Koudounas; Eliana Pastor; Vittorio Mazzia; Manuel Giollo; Thomas Gueudré; Elisa Reale; Giuseppe Attanasio; Luca Cagliero; Sandro Cumani; Luca De Alfaro; Elena Baralis; Daniele Amberti (ICASSP Workshops, 2024)

Towards Comprehensive Subgroup Performance Analysis in Speech Models. - Alkis Koudounas; Eliana Pastor; Giuseppe Attanasio; Vittorio Mazzia; Manuel Giollo; Thomas Gueudré; Elisa Reale; Luca Cagliero; Sandro Cumani; Luca de Alfaro; Elena Baralis; Daniele Amberti (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs. - Luca Cagliero; Lorenzo Vaiani; Eliana Pastor; Alkis Koudounas; Elena Baralis; Vittorio Mazzia; Sandro Pollastrini; Thomas Gueudré; Manuel Giollo; Daniele Amberti; Yue Wu (ACL (Findings), 2025)