Scholar
Federico Ravenda
Google Scholar ID: ISKUbiIAAAAJ
PhD Student @ Università della Svizzera italiana (USI)
NLP
Digital Health
Machine Learning
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Citations & Impact
All-time
Citations
22
H-index
3
i10-index
0
Publications
11
Co-authors
0
Publications
6 items
The Changing Geometry of Grammar: Dimensionality and Neighborhood Reorganization across Transformer Layers
2026
Cited
0
A general framework for adaptive nonparametric dimensionality reduction
2025
Cited
0
Navigating through the hidden embedding space: steering LLMs to improve mental health assessment
2025
Cited
0
Zero-Shot and Efficient Clarification Need Prediction in Conversational Search
2025
Cited
0
Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice
2025
Cited
0
The Emotional Spectrum of LLMs: Leveraging Empathy and Emotion-Based Markers for Mental Health Support
2024
Cited
0
