Salvatore Giorgi
23 papers · 2016–2026 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (38) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🏆
Keyword Champion
(4)
🤝
Dynamic Duo
(13)
🧬
Topic Evolution
⚡
Prolific Year · Productive
🔥
Unstoppable · Silver
❓
The Questioner
💎
Century Club · Bronze
🗃️
Keyword Collector
(109)
Top co-authors
Research topics
Machine Learning
(15)
Core Methods
(9)
Artificial Intelligence
(8)
Core AI
(8)
Natural Language Processing
(5)
Learning Types
(5)
Deep Learning
(4)
Interdisciplinary
(4)
Application Areas
(4)
Data Science & Analytics
(3)
Applications · Data Science & Analytics
(3)
Social
(3)
Architectures
(2)
Resources & Methods
(2)
Applications · Natural Language Processing
(1)
Keywords
text classification
(6)
large language model
(5)
social media analysis
(5)
social science
(4)
sentiment analysis
(2)
text analysis
(2)
emotion classification
(2)
conversational analysis
(2)
personality prediction
(2)
community detection
(2)
emotion detection
(2)
topic modeling
(2)
empathy detection
(2)
natural language processing
(2)
multimodal learning
(1)
conversational ai
(1)
transfer learning
(1)
out-of-domain detection
(1)
stance detection
(1)
statistical analysis
(1)
Papers
Knowing When Not to Answer: Lightweight KB-Aligned OOD Detection for Safe RAG
ACL 2026
The Consistent Lack of Variance of Psychological Factors Expressed by LLMs and Spambots
COLING 2025
The Illusion of Empathy: How AI Chatbots Shape Conversation Perception
AAAI 2025
Building Knowledge-Guided Lexica to Model Cultural Variation
NAACL 2024
Findings of WASSA 2024 Shared Task on Empathy and Personality Detection in Interactions
ACL 2024
From Text to Context: Contextualizing Language with Humans, Groups, and Communities for Socially Aware NLP
NAACL 2024
Modeling Human Subjectivity in LLMs Using Explicit and Implicit Human Factors in Personas
EMNLP 2024
SOCIALITE-LLAMA: An Instruction-Tuned Model for Social Scientific Tasks
EACL 2024
AWARE-TEXT: An Android Package for Mobile Phone Based Text Collection and On-Device Processing
EMNLP 2023
Findings of WASSA 2023 Shared Task on Empathy, Emotion and Personality Detection in Conversation and Reactions to News Articles
ACL 2023
Nonsuicidal Self-Injury and Substance Use Disorders: A Shared Language of Addiction
NAACL 2022
Characterizing Social Spambots by their Human Traits
ACL 2021
Discovering Black Lives Matter Events in the United States: Shared Task 3, CASE 2021
ACL 2021
Understanding Weekly COVID-19 Concerns through Dynamic Content-Specific LDA Topic Modeling
EMNLP 2020
Suicide Risk Assessment with Multi-level Dual-Context Language and BERT
NAACL 2019
Tweet Classification without the Tweet: An Empirical Examination of User versus Document Attributes
NAACL 2019
Current and Future Psychological Health Prediction using Language and Socio-Demographics of Children for the CLPysch 2018 Shared Task
NAACL 2018
Residualized Factor Adaptation for Community Social Media Prediction Tasks
EMNLP 2018
The Remarkable Benefit of User-Level Aggregation for Lexical-based Population-Level Predictions
EMNLP 2018
DLATK: Differential Language Analysis ToolKit
EMNLP 2017
On the Distribution of Lexical Features at Multiple Levels of Analysis
ACL 2017
Analyzing Biases in Human Perception of User Age and Gender from Text
ACL 2016
Does ‘well-being’ translate on Twitter?
EMNLP 2016