Fabio Crestani
4 papers · 2018–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Hot Topic Early Bird
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Research topics
Keywords
word embedding
(2)
social media analysis
(2)
multilingual nlp
(1)
conversational ai
(1)
emotion recognition
(1)
sentiment classification
(1)
suicide risk assessment
(1)
mental health detection
(1)
emotion detection
(1)
machine learning
(1)
low-resource language
(1)
feature engineering
(1)
psychological assessment
(1)
bidirectional lstm
(1)
mental health support
(1)
mental health
(1)
empathetic response generation
(1)
large language model
(1)
implicit emotion
(1)
clinical psychology
(1)
Papers
A Survey on Multilingual Mental Disorders Detection from Social Media Data
EACL 2026
The Emotional Spectrum of LLMs: Leveraging Empathy and Emotion-Based Markers for Mental Health Support
NAACL 2025
Suicide Risk Assessment on Social Media: USI-UPF at the CLPsych 2019 Shared Task
NAACL 2019
USI-IR at IEST 2018: Sequence Modeling and Pseudo-Relevance Feedback for Implicit Emotion Detection
EMNLP 2018