Federico Ravenda

11 papers Misc 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
A general framework for adaptive nonparametric dimensionality reduction.
CoRR
Antonio Di Noia, Federico Ravenda, Antonietta Mira
2025 J jnl
A probabilistic spatio-temporal neural network to forecast COVID-19 counts.
Int. J. Data Sci. Anal.
Federico Ravenda, Mirko Cesarini, Stefano Peluso, Antonietta Mira
2025 J jnl
A self-supervised seed-driven approach to topic modelling and clustering.
J. Intell. Inf. Syst.
Federico Ravenda, Seyed Ali Bahrainian, Andrea Raballo, Antonietta Mira, Fabio Crestani
2025 — conf
Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice.
ACL (1)
Federico Ravenda, Seyed Ali Bahrainian, Andrea Raballo, Antonietta Mira, Noriko Kando
2025 J jnl
Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice.
CoRR
Federico Ravenda, Seyed Ali Bahrainian, Andrea Raballo, Antonietta Mira, Noriko Kando
2025 J jnl
Navigating through the hidden embedding space: steering LLMs to improve mental health assessment.
CoRR
Federico Ravenda, Seyed Ali Bahrainian, Andrea Raballo, Antonietta Mira
2025 Misc conf
Tailoring Adaptive-Zero-Shot Retrieval and Probabilistic Modelling for Psychometric Data.
SAC
Federico Ravenda, Seyed Ali Bahrainian, Noriko Kando, Antonietta Mira, Andrea Raballo, Fabio Crestani
2025 — conf
Zero-Shot and Efficient Clarification Need Prediction in Conversational Search.
ECIR (1)
Lili Lu, Chuan Meng, Federico Ravenda, Mohammad Aliannejadi, Fabio Crestani
2025 J jnl
Zero-Shot and Efficient Clarification Need Prediction in Conversational Search.
CoRR
Lili Lu, Chuan Meng, Federico Ravenda, Mohammad Aliannejadi, Fabio Crestani
2024 J jnl
The Emotional Spectrum of LLMs: Leveraging Empathy and Emotion-Based Markers for Mental Health Support.
CoRR
Alessandro De Grandi, Federico Ravenda, Andrea Raballo, Fabio Crestani
2023 — conf
Incremental Mixture of Normalizing Flows for Dynamic Topic Modelling.
IIR
Federico Ravenda, Andrea Raballo, Antonietta Mira, Fabio Crestani