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Federico Ravenda

A self-supervised seed-driven approach to topic modelling and clustering
2024 · Federico Ravenda, Seyed Ali Bahrainian, et al. · Journal of Intelligent Information Systems · 9
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Rethinking psychometrics through LLMs: how item semantics shape measurement and prediction in psychological questionnaires
2025 · Federico Ravenda, Antonio Preti, et al. · Scientific Reports · 8
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A probabilistic spatio-temporal neural network to forecast COVID-19 counts
2024 · Federico Ravenda, Mirko Cesarini, et al. · International Journal of Data Science and Analytics · 6
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Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice
2025 · Federico Ravenda, Seyed Ali Bahrainian, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 5
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Diagnosing schizophrenia spectrum disorders: Large language models ( LLMs ) vs. leading international psychiatrists ( LIPs )
2025 · Andrea Raballo, Federico Ravenda, et al. · Psychiatry and Clinical Neurosciences · 4
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Zero-Shot and Efficient Clarification Need Prediction in Conversational Search
2025 · Lili Lu, Chuan Meng, et al. · Lecture notes in computer science · 4
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The Emotional Spectrum of LLMs: Leveraging Empathy and Emotion-Based Markers for Mental Health Support
2025 · Alessandro De Grandi, Federico Ravenda, et al. · Workshop on Computational Linguistics and Clinical Psychology (CLPsych) · 4
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Transforming social media text into predictive tools for depression through AI: A test-case study on the Beck Depression Inventory-II
2025 · Federico Ravenda, Antonio Preti, et al. · PLOS Digital Health · 3
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A general framework for adaptive nonparametric dimensionality reduction
2026 · Antonio Di Noia, Federico Ravenda, et al. · Scientific Reports · 1
Tailoring Adaptive-Zero-Shot Retrieval and Probabilistic Modelling for Psychometric Data
2025 · Federico Ravenda, Seyed Ali Bahrainian, et al. · ACM Symposium on Applied Computing · 1
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From Evidence Mining to Meta-Prediction: a Gradient of Methodologies for Task-Specific Challenges in Psychological Assessment
2025 · Federico Ravenda, Fawzia-Zehra Kara-Isitt, et al. · Workshop on Computational Linguistics and Clinical Psychology (CLPsych) · 1
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Spatio-temporal distribution, prediction and relationship of three major acute cardiovascular events: Out-of-hospital cardiac arrest, ST-elevation myocardial infarction and stroke
2024 · Angelo Auricchio, Tommaso Scquizzato, et al. · Resuscitation Plus · 1
Opinionated texts in social media: A proposal for evaluative judgement methodology
2024 · Anna Bączkowska, Elena Negrea-Busuioc, et al. · Beyond Philology An International Journal of Linguistics Literary Studies and English Language Teaching · 1
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The Changing Geometry of Grammar: Dimensionality and Neighborhood Reorganization across Transformer Layers
2026 · Vallisa, Samuele, Ravenda, Federico, et al. · arXiv (Cornell University)
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P2P - from Posts to Patterns: An LLM Ensemble Approach to Mental Health Dynamics Detection
2026 · Association for Computational Linguistics 2026, Karpenko, Volodymyr, et al. · Underline Science Inc.
TONY: an open-source TOolkit for Nlp in psYchology
2026 · Association for Computational Linguistics 2026, Irene Ravenda, Sofia, et al. · Underline Science Inc.
PersonalityDBench: A Dataset for Personality Disorders - from Modeling to Controlled Generation
2026 · Association for Computational Linguistics 2026, Bahrainian, Ali, et al. · Underline Science Inc.
Toward Exploring Mixed-Initiative Conversation Generation Based on Community Question Answering
2026 · Lili Lu, Pranav Kasela, et al. · ACM Transactions on Information Systems
Navigating through the hidden embedding space: steering LLMs to improve mental health assessment
2026 · Federico Ravenda, Seyed Ali Bahrainian, et al. · ACM Symposium on Applied Computing
TONY: an open-source TOolkit for Nlp in psYchology
2026 · Federico Ravenda, Sofia Irene Ravenda, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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PersonalityDBench: A Dataset for Personality Disorders - from Modeling to Controlled Generation
2026 · Federico Ravenda, Seyed Ali Bahrainian, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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P2P - from Posts to Patterns: An LLM Ensemble Approach to Mental Health Dynamics Detection
2026 · Federico Ravenda, Volodymyr Karpenko, et al. · Workshop on Computational Linguistics and Clinical Psychology (CLPsych)
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Works count: 25
Citation count: 48
H-index: 4
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