Federico Ravenda

According to our database, Federico Ravenda authored at least 10 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Navigating through the hidden embedding space: steering LLMs to improve mental health assessment.

Federico Ravenda, Seyed Ali Bahrainian, Andrea Raballo, Antonietta Mira

Proceedings of the 41st ACM/SIGAPP Symposium on Applied Computing, 2026

PersonalityDBench: A Dataset for Personality Disorders - from Modeling to Controlled Generation.

Federico Ravenda, Seyed Ali Bahrainian, Daniele Montagnani, Antonietta Mira, Andrea Raballo

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

A general framework for adaptive nonparametric dimensionality reduction.

Antonio Di Noia, Federico Ravenda, Antonietta Mira

CoRR, November, 2025

A probabilistic spatio-temporal neural network to forecast COVID-19 counts.

Federico Ravenda, Mirko Cesarini, Stefano Peluso, Antonietta Mira

Int. J. Data Sci. Anal., August, 2025

A self-supervised seed-driven approach to topic modelling and clustering.

Federico Ravenda, Seyed Ali Bahrainian, Andrea Raballo, Antonietta Mira, Fabio Crestani

J. Intell. Inf. Syst., February, 2025

Tailoring Adaptive-Zero-Shot Retrieval and Probabilistic Modelling for Psychometric Data.

Federico Ravenda, Seyed Ali Bahrainian, Noriko Kando, Antonietta Mira, Andrea Raballo, Fabio Crestani

Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing, 2025

Zero-Shot and Efficient Clarification Need Prediction in Conversational Search.

Lili Lu, Chuan Meng, Federico Ravenda, Mohammad Aliannejadi, Fabio Crestani

Proceedings of the Advances in Information Retrieval, 2025

Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice.

Federico Ravenda, Seyed Ali Bahrainian, Andrea Raballo, Antonietta Mira, Noriko Kando

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

The Emotional Spectrum of LLMs: Leveraging Empathy and Emotion-Based Markers for Mental Health Support.

Alessandro De Grandi, Federico Ravenda, Andrea Raballo, Fabio Crestani

CoRR, 2024

2023

Incremental Mixture of Normalizing Flows for Dynamic Topic Modelling.

Federico Ravenda, Andrea Raballo, Antonietta Mira, Fabio Crestani

Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023), 2023