Salvatore Giorgi

52 papers A* 5A 9B 1Journal 24Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	Analyzing #BlackLivesMatter Related Social Media Posts Published from Racially Diverse Geographic Regions in the United States. IEEE Big Data Doron Reid, Esau Hutcherson, Natasha Tonge, Paria Rezaei, Salvatore Giorgi, Sharath Chandra Guntuku, Anietie Andy
2025	J	`jnl`	Simple Methods Defend RAG Systems Well Against Real-World Attacks. CoRR Ilias Triantafyllopoulos, Renyi Qu, Salvatore Giorgi, Brenda Curtis, Lyle H. Ungar, João Sedoc
2025	—	`conf`	The Consistent Lack of Variance of Psychological Factors Expressed by LLMs and Spambots. COLING Workshops Vasudha Varadarajan, Salvatore Giorgi, Siddharth Mangalik, Nikita Soni, David M. Markowitz, H. Andrew Schwartz
2025	A*	`conf`	The Illusion of Empathy: How AI Chatbots Shape Conversation Perception. AAAI Tingting Liu, Salvatore Giorgi, Ankit Aich, Allison Lahnala, Brenda Curtis, Lyle H. Ungar, João Sedoc
2024	—	`conf`	Building Knowledge-Guided Lexica to Model Cultural Variation. NAACL-HLT Shreya Havaldar, Salvatore Giorgi, Sunny Rai, Thomas Talhelm, Sharath Chandra Guntuku, Lyle H. Ungar
2024	J	`jnl`	Building Knowledge-Guided Lexica to Model Cultural Variation. CoRR Shreya Havaldar, Salvatore Giorgi, Sunny Rai, Thomas Talhelm, Sharath Chandra Guntuku, Lyle H. Ungar
2024	J	`jnl`	DiverseDialogue: A Methodology for Designing Chatbots with Human-Like Diversity. CoRR Xiaoyu Lin, Xinkai Yu, Ankit Aich, Salvatore Giorgi, Lyle H. Ungar
2024	J	`jnl`	Explicit and Implicit Large Language Model Personas Generate Opinions but Fail to Replicate Deeper Perceptions and Biases. CoRR Salvatore Giorgi, Tingting Liu, Ankit Aich, Kelsey Isman, Garrick Sherman, Zachary Fried, João Sedoc, Lyle H. Ungar, Brenda Curtis
2024	—	`conf`	Findings of WASSA 2024 Shared Task on Empathy and Personality Detection in Interactions. WASSA Salvatore Giorgi, João Sedoc, Valentin Barrière, Shabnam Tafreshi
2024	A	`conf`	Lived Experience Matters: Automatic Detection of Stigma toward People Who Use Substances on Social Media. ICWSM Salvatore Giorgi, Douglas Bellew, Daniel Roy Sadek Habib, João Sedoc, Chase Smitterberg, Amanda Devoto, McKenzie Himelein-Wachowiak, Brenda Curtis
2024	—	`conf`	Modeling Human Subjectivity in LLMs Using Explicit and Implicit Human Factors in Personas. EMNLP (Findings) Salvatore Giorgi, Tingting Liu, Ankit Aich, Kelsey Isman, Garrick Sherman, Zachary Fried, João Sedoc, Lyle H. Ungar, Brenda Curtis
2024	J	`jnl`	Robust language-based mental health assessments in time and space through social media. npj Digit. Medicine Siddharth Mangalik, Johannes C. Eichstaedt, Salvatore Giorgi, Jihu Mun, Farhan Ahmed, Gilvir Gill, Adithya V. Ganesan, Shashanka Subrahmanya, Nikita Soni, Sean A. P. Clouston, H. Andrew Schwartz
2024	—	`conf`	SOCIALITE-LLAMA: An Instruction-Tuned Model for Social Scientific Tasks. EACL (2) Gourab Dey, Adithya V. Ganesan, Yash Kumar Lal, Manal Shah, Shreyashee Sinha, Matthew Matero, Salvatore Giorgi, Vivek Kulkarni, H. Andrew Schwartz
2024	J	`jnl`	SOCIALITE-LLAMA: An Instruction-Tuned Model for Social Scientific Tasks. CoRR Gourab Dey, Adithya V. Ganesan, Yash Kumar Lal, Manal Shah, Shreyashee Sinha, Matthew Matero, Salvatore Giorgi, Vivek Kulkarni, H. Andrew Schwartz
2024	J	`jnl`	The Illusion of Empathy: How AI Chatbots Shape Conversation Perception. CoRR Tingting Liu, Salvatore Giorgi, Ankit Aich, Allison Lahnala, Brenda Curtis, Lyle H. Ungar, João Sedoc
2024	J	`jnl`	Vernacular? I Barely Know Her: Challenges with Style Control and Stereotyping. CoRR Ankit Aich, Tingting Liu, Salvatore Giorgi, Kelsey Isman, Lyle H. Ungar, Brenda Curtis
2023	—	`conf`	"I Slept Like a Baby": Using Human Traits To Characterize Deceptive ChatGPT and Human Text. IACT@SIGIR Salvatore Giorgi, David M. Markowitz, Nikita Soni, Vasudha Varadarajan, Siddharth Mangalik, H. Andrew Schwartz
2023	—	`conf`	A Cross-Modal Study of Pain Across Communities in the United States. WWW (Companion Volume) Arnav Aggarwal, Sunny Rai, Salvatore Giorgi, Shreya Havaldar, Garrick Sherman, Juhi Mittal, Sharath Chandra Guntuku
2023	J	`jnl`	Author Correction: Opioid death projections with AI-based forecasts using social media language. npj Digit. Medicine Matthew Matero, Salvatore Giorgi, Brenda Curtis, Lyle H. Ungar, H. Andrew Schwartz
2023	A	`conf`	Author as Character and Narrator: Deconstructing Personal Narratives from the r/AmITheAsshole Reddit Community. ICWSM Salvatore Giorgi, Ke Zhao, Alexander H. Feng, Lara J. Martin
2023	J	`jnl`	Author as Character and Narrator: Deconstructing Personal Narratives from the r/AmITheAsshole Reddit Community. CoRR Salvatore Giorgi, Ke Zhao, Alexander H. Feng, Lara J. Martin
2023	A	`conf`	Different Affordances on Facebook and SMS Text Messaging Do Not Impede Generalization of Language-Based Predictive Models. ICWSM Tingting Liu, Salvatore Giorgi, Xiangyu Tao, Sharath Chandra Guntuku, Douglas Bellew, Brenda Curtis, Lyle H. Ungar
2023	—	`conf`	Findings of WASSA 2023 Shared Task on Empathy, Emotion and Personality Detection in Conversation and Reactions to News Articles. WASSA@ACL Valentin Barrière, João Sedoc, Shabnam Tafreshi, Salvatore Giorgi
2023	J	`jnl`	Historical patterns of rice farming explain modern-day language use in China and Japan more than modernization and urbanization. CoRR Sharath Chandra Guntuku, Thomas Talhelm, Garrick Sherman, Angel Fan, Salvatore Giorgi, Liuqing Wei, Lyle H. Ungar
2023	J	`jnl`	Human-Centered Metrics for Dialog System Evaluation. CoRR Salvatore Giorgi, Shreya Havaldar, Farhan Ahmed, Zuhaib Akhtar, Shalaka Vaidya, Gary Pan, Lyle H. Ungar, H. Andrew Schwartz, João Sedoc
2023	J	`jnl`	Lived Experience Matters: Automatic Detection of Stigma toward People Who Use Substances on Social Media. CoRR Salvatore Giorgi, Douglas Bellew, Daniel Roy Sadek Habib, João Sedoc, Chase Smitterberg, Amanda Devoto, McKenzie Himelein-Wachowiak, Brenda Curtis
2023	J	`jnl`	Opioid death projections with AI-based forecasts using social media language. npj Digit. Medicine Matthew Matero, Salvatore Giorgi, Brenda Curtis, Lyle H. Ungar, H. Andrew Schwartz
2023	J	`jnl`	Robust language-based mental health assessments in time and space through social media. CoRR Siddharth Mangalik, Johannes C. Eichstaedt, Salvatore Giorgi, Jihu Mun, Farhan Ahmed, Gilvir Gill, Adithya V. Ganesan, Shashanka Subrahmanya, Nikita Soni, Sean A. P. Clouston, H. Andrew Schwartz
2022	A	`conf`	Correcting Sociodemographic Selection Biases for Population Prediction from Social Media. ICWSM Salvatore Giorgi, Veronica E. Lynn, Keshav Gupta, Farhan Ahmed, Sandra Matz, Lyle H. Ungar, H. Andrew Schwartz
2022	J	`jnl`	Cross-Platform Difference in Facebook and Text Messages Language Use: Illustrated by Depression Diagnosis. CoRR Tingting Liu, Salvatore Giorgi, Xiangyu Tao, Douglas Bellew, Brenda Curtis, Lyle H. Ungar
2022	A	`conf`	Modeling Latent Dimensions of Human Beliefs. ICWSM Huy Vu, Salvatore Giorgi, Jeremy D. W. Clifton, Niranjan Balasubramanian, H. Andrew Schwartz
2022	A	`conf`	Negative Associations in Word Embeddings Predict Anti-black Bias across Regions-but Only via Name Frequency. ICWSM Austin Van Loon, Salvatore Giorgi, Robb Willer, Johannes C. Eichstaedt
2022	J	`jnl`	Regional Negative Bias in Word Embeddings Predicts Racial Animus-but only via Name Frequency. CoRR Austin Van Loon, Salvatore Giorgi, Robb Willer, Johannes C. Eichstaedt
2022	A	`conf`	Twitter Corpus of the #BlackLivesMatter Movement and Counter Protests: 2013 to 2021. ICWSM Salvatore Giorgi, Sharath Chandra Guntuku, McKenzie Himelein-Wachowiak, Amy Kwarteng, Sy Hwang, Muhammad Rahman, Brenda Curtis
2021	—	`conf`	Characterizing Social Spambots by their Human Traits. ACL/IJCNLP (Findings) Salvatore Giorgi, Lyle H. Ungar, H. Andrew Schwartz
2021	J	`jnl`	Information-seeking vs. sharing: Which explains regional health? An analysis of Google Search and Twitter trends. Telematics Informatics Kokil Jaidka, Johannes C. Eichstaedt, Salvatore Giorgi, H. Andrew Schwartz, Lyle H. Ungar
2021	A	`conf`	Well-Being Depends on Social Comparison: Hierarchical Models of Twitter Language Suggest That Richer Neighbors Make You Less Happy. ICWSM Salvatore Giorgi, Sharath Chandra Guntuku, Johannes C. Eichstaedt, Claire Pajot, H. Andrew Schwartz, Lyle H. Ungar
2020	J	`jnl`	Estimating geographic subjective well-being from Twitter: A comparison of dictionary and data-driven language methods. Proc. Natl. Acad. Sci. USA Kokil Jaidka, Salvatore Giorgi, H. Andrew Schwartz, Margaret L. Kern, Lyle H. Ungar, Johannes C. Eichstaedt
2020	A*	`conf`	Quantifying Community Characteristics of Maternal Mortality Using Social Media. WWW Rediet Abebe, Salvatore Giorgi, Anna Tedijanto, Anneke Buffone, H. Andrew Schwartz
2020	J	`jnl`	Quantifying Community Characteristics of Maternal Mortality Using Social Media. CoRR Rediet Abebe, Salvatore Giorgi, Anna Tedijanto, Anneke Buffone, H. Andrew Schwartz
2020	J	`jnl`	Twitter Corpus of the #BlackLivesMatter Movement And Counter Protests: 2013 to 2020. CoRR Salvatore Giorgi, Sharath Chandra Guntuku, Muhammad Rahman, McKenzie Himelein-Wachowiak, Amy Kwarteng, Brenda Curtis
2019	J	`jnl`	Correcting Sociodemographic Selection Biases for Accurate Population Prediction from Social Media. CoRR Salvatore Giorgi, Veronica E. Lynn, Sandra Matz, Lyle H. Ungar, H. Andrew Schwartz
2018	—	`conf`	Current and Future Psychological Health Prediction using Language and Socio-Demographics of Children for the CLPysch 2018 Shared Task. CLPsych@NAACL-HTL Sharath Chandra Guntuku, Salvatore Giorgi, Lyle H. Ungar
2018	A*	`conf`	Residualized Factor Adaptation for Community Social Media Prediction Tasks. EMNLP Mohammadzaman Zamani, H. Andrew Schwartz, Veronica E. Lynn, Salvatore Giorgi, Niranjan Balasubramanian
2018	J	`jnl`	Residualized Factor Adaptation for Community Social Media Prediction Tasks. CoRR Mohammadzaman Zamani, H. Andrew Schwartz, Veronica E. Lynn, Salvatore Giorgi, Niranjan Balasubramanian
2018	A*	`conf`	The Remarkable Benefit of User-Level Aggregation for Lexical-based Population-Level Predictions. EMNLP Salvatore Giorgi, Daniel Preotiuc-Pietro, Anneke Buffone, Daniel Rieman, Lyle H. Ungar, H. Andrew Schwartz
2018	J	`jnl`	The Remarkable Benefit of User-Level Aggregation for Lexical-based Population-Level Predictions. CoRR Salvatore Giorgi, Daniel Preotiuc-Pietro, Anneke Buffone, Daniel Rieman, Lyle H. Ungar, H. Andrew Schwartz
2017	—	`conf`	DLATK: Differential Language Analysis ToolKit. EMNLP (System Demonstrations) H. Andrew Schwartz, Salvatore Giorgi, Maarten Sap, Patrick Crutchley, Lyle H. Ungar, Johannes C. Eichstaedt
2017	—	`conf`	On the Distribution of Lexical Features at Multiple Levels of Analysis. ACL (2) Fatemeh Almodaresi, Lyle H. Ungar, Vivek Kulkarni, Mohsen Zakeri, Salvatore Giorgi, H. Andrew Schwartz
2016	—	`conf`	Analyzing Biases in Human Perception of User Age and Gender from Text. ACL (1) Lucie Flekova, Jordan Carpenter, Salvatore Giorgi, Lyle H. Ungar, Daniel Preotiuc-Pietro
2016	A*	`conf`	Does 'well-being' translate on Twitter? EMNLP Laura Smith, Salvatore Giorgi, Rishi Solanki, Johannes C. Eichstaedt, H. Andrew Schwartz, Muhammad Abdul-Mageed, Anneke Buffone, Lyle H. Ungar
2016	A	`conf`	Studying the Dark Triad of Personality through Twitter Behavior. CIKM Daniel Preotiuc-Pietro, Jordan Carpenter, Salvatore Giorgi, Lyle H. Ungar