Salvatore Giorgi

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 44

Top Topics

Hierarchical Models

Automatic Detection

Top Venues

npj Digit. Medicine

Publications

Ankit Aich, Tingting Liu, Salvatore Giorgi, Kelsey Isman, Lyle H. Ungar, Brenda Curtis
Vernacular? I Barely Know Her: Challenges with Style Control and Stereotyping. CoRR (2024)
Shreya Havaldar, Salvatore Giorgi, Sunny Rai, Thomas Talhelm, Sharath Chandra Guntuku, Lyle H. Ungar
Building Knowledge-Guided Lexica to Model Cultural Variation. CoRR (2024)
Gourab Dey, Adithya V. Ganesan, Yash Kumar Lal, Manal Shah, Shreyashee Sinha, Matthew Matero, Salvatore Giorgi, Vivek Kulkarni, H. Andrew Schwartz
SOCIALITE-LLAMA: An Instruction-Tuned Model for Social Scientific Tasks. EACL (2) (2024)
Shreya Havaldar, Salvatore Giorgi, Sunny Rai, Thomas Talhelm, Sharath Chandra Guntuku, Lyle H. Ungar
Building Knowledge-Guided Lexica to Model Cultural Variation. NAACL-HLT (2024)
Salvatore Giorgi, Tingting Liu, Ankit Aich, Kelsey Isman, Garrick Sherman, Zachary Fried, João Sedoc, Lyle H. Ungar, Brenda Curtis
Explicit and Implicit Large Language Model Personas Generate Opinions but Fail to Replicate Deeper Perceptions and Biases. CoRR (2024)
Salvatore Giorgi, Douglas Bellew, Daniel Roy Sadek Habib, João Sedoc, Chase Smitterberg, Amanda Devoto, McKenzie Himelein-Wachowiak, Brenda Curtis
Lived Experience Matters: Automatic Detection of Stigma toward People Who Use Substances on Social Media. ICWSM (2024)
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
Robust language-based mental health assessments in time and space through social media. npj Digit. Medicine 7 (1) (2024)
Gourab Dey, Adithya V. Ganesan, Yash Kumar Lal, Manal Shah, Shreyashee Sinha, Matthew Matero, Salvatore Giorgi, Vivek Kulkarni, H. Andrew Schwartz
SOCIALITE-LLAMA: An Instruction-Tuned Model for Social Scientific Tasks. CoRR (2024)
Salvatore Giorgi, Douglas Bellew, Daniel Roy Sadek Habib, João Sedoc, Chase Smitterberg, Amanda Devoto, McKenzie Himelein-Wachowiak, Brenda Curtis
Lived Experience Matters: Automatic Detection of Stigma toward People Who Use Substances on Social Media. CoRR (2023)
Arnav Aggarwal, Sunny Rai, Salvatore Giorgi, Shreya Havaldar, Garrick Sherman, Juhi Mittal, Sharath Chandra Guntuku
A Cross-Modal Study of Pain Across Communities in the United States. WWW (Companion Volume) (2023)
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
Robust language-based mental health assessments in time and space through social media. CoRR (2023)
Salvatore Giorgi, Ke Zhao, Alexander H. Feng, Lara J. Martin
Author as Character and Narrator: Deconstructing Personal Narratives from the r/AmITheAsshole Reddit Community. CoRR (2023)
Matthew Matero, Salvatore Giorgi, Brenda Curtis, Lyle H. Ungar, H. Andrew Schwartz
Author Correction: Opioid death projections with AI-based forecasts using social media language. npj Digit. Medicine 6 (2023)
Salvatore Giorgi, Shreya Havaldar, Farhan Ahmed, Zuhaib Akhtar, Shalaka Vaidya, Gary Pan, Lyle H. Ungar, H. Andrew Schwartz, João Sedoc
Human-Centered Metrics for Dialog System Evaluation. CoRR (2023)
Salvatore Giorgi, Ke Zhao, Alexander H. Feng, Lara J. Martin
Author as Character and Narrator: Deconstructing Personal Narratives from the r/AmITheAsshole Reddit Community. ICWSM (2023)
Matthew Matero, Salvatore Giorgi, Brenda Curtis, Lyle H. Ungar, H. Andrew Schwartz
Opioid death projections with AI-based forecasts using social media language. npj Digit. Medicine 6 (2023)
Salvatore Giorgi, David M. Markowitz, Nikita Soni, Vasudha Varadarajan, Siddharth Mangalik, H. Andrew Schwartz
"I Slept Like a Baby": Using Human Traits To Characterize Deceptive ChatGPT and Human Text. IACT@SIGIR (2023)
Valentin Barrière, João Sedoc, Shabnam Tafreshi, Salvatore Giorgi
Findings of WASSA 2023 Shared Task on Empathy, Emotion and Personality Detection in Conversation and Reactions to News Articles. WASSA@ACL (2023)
Tingting Liu, Salvatore Giorgi, Xiangyu Tao, Sharath Chandra Guntuku, Douglas Bellew, Brenda Curtis, Lyle H. Ungar
Different Affordances on Facebook and SMS Text Messaging Do Not Impede Generalization of Language-Based Predictive Models. ICWSM (2023)
Sharath Chandra Guntuku, Thomas Talhelm, Garrick Sherman, Angel Fan, Salvatore Giorgi, Liuqing Wei, Lyle H. Ungar
Historical patterns of rice farming explain modern-day language use in China and Japan more than modernization and urbanization. CoRR (2023)
Austin Van Loon, Salvatore Giorgi, Robb Willer, Johannes C. Eichstaedt
Regional Negative Bias in Word Embeddings Predicts Racial Animus-but only via Name Frequency. CoRR (2022)
Salvatore Giorgi, Veronica E. Lynn, Keshav Gupta, Farhan Ahmed, Sandra Matz, Lyle H. Ungar, H. Andrew Schwartz
Correcting Sociodemographic Selection Biases for Population Prediction from Social Media. ICWSM (2022)
Salvatore Giorgi, Sharath Chandra Guntuku, McKenzie Himelein-Wachowiak, Amy Kwarteng, Sy Hwang, Muhammad Rahman, Brenda Curtis
Twitter Corpus of the #BlackLivesMatter Movement and Counter Protests: 2013 to 2021. ICWSM (2022)
Huy Vu, Salvatore Giorgi, Jeremy D. W. Clifton, Niranjan Balasubramanian, H. Andrew Schwartz
Modeling Latent Dimensions of Human Beliefs. ICWSM (2022)
Austin Van Loon, Salvatore Giorgi, Robb Willer, Johannes C. Eichstaedt
Negative Associations in Word Embeddings Predict Anti-black Bias across Regions-but Only via Name Frequency. ICWSM (2022)
Tingting Liu, Salvatore Giorgi, Xiangyu Tao, Douglas Bellew, Brenda Curtis, Lyle Ungar
Cross-Platform Difference in Facebook and Text Messages Language Use: Illustrated by Depression Diagnosis. CoRR (2022)
Salvatore Giorgi, Lyle Ungar, H. Andrew Schwartz
Characterizing Social Spambots by their Human Traits. ACL/IJCNLP (Findings) (2021)
Kokil Jaidka, Johannes C. Eichstaedt, Salvatore Giorgi, H. Andrew Schwartz, Lyle H. Ungar
Information-seeking vs. sharing: Which explains regional health? An analysis of Google Search and Twitter trends. Telematics Informatics 59 (2021)
Salvatore Giorgi, Sharath Chandra Guntuku, Johannes C. Eichstaedt, Claire Pajot, H. Andrew Schwartz, Lyle H. Ungar
Well-Being Depends on Social Comparison: Hierarchical Models of Twitter Language Suggest That Richer Neighbors Make You Less Happy. ICWSM (2021)
Kokil Jaidka, Salvatore Giorgi, H. Andrew Schwartz, Margaret L. Kern, Lyle H. Ungar, Johannes C. Eichstaedt
Estimating geographic subjective well-being from Twitter: A comparison of dictionary and data-driven language methods. Proc. Natl. Acad. Sci. USA 117 (19) (2020)
Rediet Abebe, Salvatore Giorgi, Anna Tedijanto, Anneke Buffone, H. Andrew Schwartz
Quantifying Community Characteristics of Maternal Mortality Using Social Media. WWW (2020)
Salvatore Giorgi, Sharath Chandra Guntuku, Muhammad Rahman, McKenzie Himelein-Wachowiak, Amy Kwarteng, Brenda Curtis
Twitter Corpus of the #BlackLivesMatter Movement And Counter Protests: 2013 to 2020. CoRR (2020)
Rediet Abebe, Salvatore Giorgi, Anna Tedijanto, Anneke Buffone, H. Andrew Schwartz
Quantifying Community Characteristics of Maternal Mortality Using Social Media. CoRR (2020)
Salvatore Giorgi, Veronica E. Lynn, Sandra Matz, Lyle Ungar, H. Andrew Schwartz
Correcting Sociodemographic Selection Biases for Accurate Population Prediction from Social Media. CoRR (2019)
Mohammadzaman Zamani, H. Andrew Schwartz, Veronica E. Lynn, Salvatore Giorgi, Niranjan Balasubramanian
Residualized Factor Adaptation for Community Social Media Prediction Tasks. CoRR (2018)
Mohammadzaman Zamani, H. Andrew Schwartz, Veronica E. Lynn, Salvatore Giorgi, Niranjan Balasubramanian
Residualized Factor Adaptation for Community Social Media Prediction Tasks. EMNLP (2018)
Salvatore Giorgi, Daniel Preotiuc-Pietro, Anneke Buffone, Daniel Rieman, Lyle H. Ungar, H. Andrew Schwartz
The Remarkable Benefit of User-Level Aggregation for Lexical-based Population-Level Predictions. CoRR (2018)
Sharath Chandra Guntuku, Salvatore Giorgi, Lyle H. Ungar
Current and Future Psychological Health Prediction using Language and Socio-Demographics of Children for the CLPysch 2018 Shared Task. CLPsych@NAACL-HTL (2018)
Salvatore Giorgi, Daniel Preotiuc-Pietro, Anneke Buffone, Daniel Rieman, Lyle H. Ungar, H. Andrew Schwartz
The Remarkable Benefit of User-Level Aggregation for Lexical-based Population-Level Predictions. EMNLP (2018)
Fatemeh Almodaresi, Lyle H. Ungar, Vivek Kulkarni, Mohsen Zakeri, Salvatore Giorgi, H. Andrew Schwartz
On the Distribution of Lexical Features at Multiple Levels of Analysis. ACL (2) (2017)
H. Andrew Schwartz, Salvatore Giorgi, Maarten Sap, Patrick Crutchley, Lyle H. Ungar, Johannes C. Eichstaedt
DLATK: Differential Language Analysis ToolKit. EMNLP (System Demonstrations) (2017)
Daniel Preotiuc-Pietro, Jordan Carpenter, Salvatore Giorgi, Lyle H. Ungar
Studying the Dark Triad of Personality through Twitter Behavior. CIKM (2016)
Lucie Flekova, Jordan Carpenter, Salvatore Giorgi, Lyle H. Ungar, Daniel Preotiuc-Pietro
Analyzing Biases in Human Perception of User Age and Gender from Text. ACL (1) (2016)
Laura Smith, Salvatore Giorgi, Rishi Solanki, Johannes C. Eichstaedt, H. Andrew Schwartz, Muhammad Abdul-Mageed, Anneke Buffone, Lyle H. Ungar
Does 'well-being' translate on Twitter? EMNLP (2016)