Salvatore Giorgi

According to our database, Salvatore Giorgi authored at least 39 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Robust language-based mental health assessments in time and space through social media.

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

npj Digit. Medicine, 2024

DiverseDialogue: A Methodology for Designing Chatbots with Human-Like Diversity.

Xiaoyu Lin, Xinkai Yu, Ankit Aich, Salvatore Giorgi, Lyle H. Ungar

CoRR, 2024

Explicit and Implicit Large Language Model Personas Generate Opinions but Fail to Replicate Deeper Perceptions and Biases.

Salvatore Giorgi, Tingting Liu, Ankit Aich, Kelsey Isman, Garrick Sherman, Zachary Fried, João Sedoc, Lyle H. Ungar, Brenda Curtis

CoRR, 2024

Vernacular? I Barely Know Her: Challenges with Style Control and Stereotyping.

Ankit Aich, Tingting Liu, Salvatore Giorgi, Kelsey Isman, Lyle H. Ungar, Brenda Curtis

CoRR, 2024

Findings of WASSA 2024 Shared Task on Empathy and Personality Detection in Interactions.

Salvatore Giorgi, João Sedoc, Valentin Barrière, Shabnam Tafreshi

Proceedings of the 14th Workshop on Computational Approaches to Subjectivity, 2024

Building Knowledge-Guided Lexica to Model Cultural Variation.

Shreya Havaldar, Salvatore Giorgi, Sunny Rai, Thomas Talhelm, Sharath Chandra Guntuku, Lyle H. Ungar

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Lived Experience Matters: Automatic Detection of Stigma toward People Who Use Substances on Social Media.

Salvatore Giorgi, Douglas Bellew, Daniel Roy Sadek Habib, João Sedoc, Chase Smitterberg, Amanda Devoto, McKenzie Himelein-Wachowiak, Brenda Curtis

Proceedings of the Eighteenth International AAAI Conference on Web and Social Media, 2024

Modeling Human Subjectivity in LLMs Using Explicit and Implicit Human Factors in Personas.

Salvatore Giorgi, Tingting Liu, Ankit Aich, Kelsey Isman, Garrick Sherman, Zachary Fried, João Sedoc, Lyle H. Ungar, Brenda Curtis

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

SOCIALITE-LLAMA: An Instruction-Tuned Model for Social Scientific Tasks.

Gourab Dey, Adithya V. Ganesan, Yash Kumar Lal, Manal Shah, Shreyashee Sinha, Matthew Matero, Salvatore Giorgi, Vivek Kulkarni, H. Andrew Schwartz

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023

Author Correction: Opioid death projections with AI-based forecasts using social media language.

Matthew Matero, Salvatore Giorgi, Brenda Curtis, Lyle H. Ungar, H. Andrew Schwartz

npj Digit. Medicine, 2023

Opioid death projections with AI-based forecasts using social media language.

Matthew Matero, Salvatore Giorgi, Brenda Curtis, Lyle H. Ungar, H. Andrew Schwartz

npj Digit. Medicine, 2023

Historical patterns of rice farming explain modern-day language use in China and Japan more than modernization and urbanization.

Sharath Chandra Guntuku, Thomas Talhelm, Garrick Sherman, Angel Fan, Salvatore Giorgi, Liuqing Wei, Lyle H. Ungar

CoRR, 2023

Human-Centered Metrics for Dialog System Evaluation.

Salvatore Giorgi, Shreya Havaldar, Farhan Ahmed, Zuhaib Akhtar, Shalaka Vaidya, Gary Pan, Lyle H. Ungar, H. Andrew Schwartz, João Sedoc

CoRR, 2023

A Cross-Modal Study of Pain Across Communities in the United States.

Arnav Aggarwal, Sunny Rai, Salvatore Giorgi, Shreya Havaldar, Garrick Sherman, Juhi Mittal, Sharath Chandra Guntuku

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Findings of WASSA 2023 Shared Task on Empathy, Emotion and Personality Detection in Conversation and Reactions to News Articles.

Valentin Barrière, João Sedoc, Shabnam Tafreshi, Salvatore Giorgi

Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, 2023

Different Affordances on Facebook and SMS Text Messaging Do Not Impede Generalization of Language-Based Predictive Models.

Tingting Liu, Salvatore Giorgi, Xiangyu Tao, Sharath Chandra Guntuku, Douglas Bellew, Brenda Curtis, Lyle H. Ungar

Proceedings of the Seventeenth International AAAI Conference on Web and Social Media, 2023

Author as Character and Narrator: Deconstructing Personal Narratives from the r/AmITheAsshole Reddit Community.

Salvatore Giorgi, Ke Zhao, Alexander H. Feng, Lara J. Martin

Proceedings of the Seventeenth International AAAI Conference on Web and Social Media, 2023

"I Slept Like a Baby": Using Human Traits To Characterize Deceptive ChatGPT and Human Text.

Salvatore Giorgi, David M. Markowitz, Nikita Soni, Vasudha Varadarajan, Siddharth Mangalik, H. Andrew Schwartz

Proceedings of the IACT, 2023

2022

Cross-Platform Difference in Facebook and Text Messages Language Use: Illustrated by Depression Diagnosis.

Tingting Liu, Salvatore Giorgi, Xiangyu Tao, Douglas Bellew, Brenda Curtis, Lyle H. Ungar

CoRR, 2022

Regional Negative Bias in Word Embeddings Predicts Racial Animus-but only via Name Frequency.

Austin Van Loon, Salvatore Giorgi, Robb Willer, Johannes C. Eichstaedt

CoRR, 2022

Modeling Latent Dimensions of Human Beliefs.

Huy Vu, Salvatore Giorgi, Jeremy D. W. Clifton, Niranjan Balasubramanian, H. Andrew Schwartz

Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022

Negative Associations in Word Embeddings Predict Anti-black Bias across Regions-but Only via Name Frequency.

Austin Van Loon, Salvatore Giorgi, Robb Willer, Johannes C. Eichstaedt

Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022

Correcting Sociodemographic Selection Biases for Population Prediction from Social Media.

Salvatore Giorgi, Veronica E. Lynn, Keshav Gupta, Farhan Ahmed, Sandra Matz, Lyle H. Ungar, H. Andrew Schwartz

Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022

Twitter Corpus of the #BlackLivesMatter Movement and Counter Protests: 2013 to 2021.

Salvatore Giorgi, Sharath Chandra Guntuku, McKenzie Himelein-Wachowiak, Amy Kwarteng, Sy Hwang, Muhammad Rahman, Brenda Curtis

Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022

2021

Information-seeking vs. sharing: Which explains regional health? An analysis of Google Search and Twitter trends.

Kokil Jaidka, Johannes C. Eichstaedt, Salvatore Giorgi, H. Andrew Schwartz, Lyle H. Ungar

Telematics Informatics, 2021

Well-Being Depends on Social Comparison: Hierarchical Models of Twitter Language Suggest That Richer Neighbors Make You Less Happy.

Salvatore Giorgi, Sharath Chandra Guntuku, Johannes C. Eichstaedt, Claire Pajot, H. Andrew Schwartz, Lyle H. Ungar

Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021

Characterizing Social Spambots by their Human Traits.

Salvatore Giorgi, Lyle H. Ungar, H. Andrew Schwartz

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Estimating geographic subjective well-being from Twitter: A comparison of dictionary and data-driven language methods.

Kokil Jaidka, Salvatore Giorgi, H. Andrew Schwartz, Margaret L. Kern, Lyle H. Ungar, Johannes C. Eichstaedt

Proc. Natl. Acad. Sci. USA, 2020

Twitter Corpus of the #BlackLivesMatter Movement And Counter Protests: 2013 to 2020.

Salvatore Giorgi, Sharath Chandra Guntuku, Muhammad Rahman, McKenzie Himelein-Wachowiak, Amy Kwarteng, Brenda Curtis

CoRR, 2020

Quantifying Community Characteristics of Maternal Mortality Using Social Media.

Rediet Abebe, Salvatore Giorgi, Anna Tedijanto, Anneke Buffone, H. Andrew Schwartz

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

2019

Correcting Sociodemographic Selection Biases for Accurate Population Prediction from Social Media.

Salvatore Giorgi, Veronica E. Lynn, Sandra Matz, Lyle H. Ungar, H. Andrew Schwartz

CoRR, 2019

2018

Residualized Factor Adaptation for Community Social Media Prediction Tasks.

Mohammadzaman Zamani, H. Andrew Schwartz, Veronica E. Lynn, Salvatore Giorgi, Niranjan Balasubramanian

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

The Remarkable Benefit of User-Level Aggregation for Lexical-based Population-Level Predictions.

Salvatore Giorgi, Daniel Preotiuc-Pietro, Anneke Buffone, Daniel Rieman, Lyle H. Ungar, H. Andrew Schwartz

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Current and Future Psychological Health Prediction using Language and Socio-Demographics of Children for the CLPysch 2018 Shared Task.

Sharath Chandra Guntuku, Salvatore Giorgi, Lyle H. Ungar

Proceedings of the Fifth Workshop on Computational Linguistics and Clinical Psychology: From Keyboard to Clinic, 2018

2017

DLATK: Differential Language Analysis ToolKit.

H. Andrew Schwartz, Salvatore Giorgi, Maarten Sap, Patrick Crutchley, Lyle H. Ungar, Johannes C. Eichstaedt

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

On the Distribution of Lexical Features at Multiple Levels of Analysis.

Fatemeh Almodaresi, Lyle H. Ungar, Vivek Kulkarni, Mohsen Zakeri, Salvatore Giorgi, H. Andrew Schwartz

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

Does 'well-being' translate on Twitter?

Laura Smith, Salvatore Giorgi, Rishi Solanki, Johannes C. Eichstaedt, H. Andrew Schwartz, Muhammad Abdul-Mageed, Anneke Buffone, Lyle H. Ungar

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Studying the Dark Triad of Personality through Twitter Behavior.

Daniel Preotiuc-Pietro, Jordan Carpenter, Salvatore Giorgi, Lyle H. Ungar

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Analyzing Biases in Human Perception of User Age and Gender from Text.

Lucie Flekova, Jordan Carpenter, Salvatore Giorgi, Lyle H. Ungar, Daniel Preotiuc-Pietro

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016