Federico Ravenda

PhD student, Faculty of Informatics, Universita della Svizzera Italiana

Joined

February 2024

Names

Federico Ravenda (Preferred)

Emails

****@usi.ch (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

PhD student

Faculty of Informatics, Universita della Svizzera Italiana (usi.ch)

2023 – 2027

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

A general framework for adaptive nonparametric dimensionality reduction
Antonio Di Noia, Federico Ravenda, Antonietta Mira
- CoRR 2025
- Readers: Everyone
Navigating through the hidden embedding space: steering LLMs to improve mental health assessment
Federico Ravenda, Seyed Ali Bahrainian, Andrea Raballo, Antonietta Mira
- CoRR 2025
- Readers: Everyone
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. 2025
- Readers: Everyone
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
- ACL (1) 2025
- Readers: Everyone
Zero-Shot and Efficient Clarification Need Prediction in Conversational Search
Lili Lu, Chuan Meng, Federico Ravenda, Mohammad Aliannejadi, Fabio Crestani
- ECIR (1) 2025
- Readers: Everyone
Tailoring Adaptive-Zero-Shot Retrieval and Probabilistic Modelling for Psychometric Data
Federico Ravenda, Seyed Ali Bahrainian, Noriko Kando, Antonietta Mira, Andrea Raballo, Fabio Crestani
- SAC 2025
- Readers: Everyone
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
- Readers: Everyone

Co-Authors