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Salvatore Giorgi
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Journal Articles
- 2024
- [j5]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) - 2023
- [j4]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) - [j3]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) - 2021
- [j2]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: 101540 (2021) - 2020
- [j1]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): 10165-10171 (2020)
Conference and Workshop Papers
- 2024
- [c24]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: 454-468 - [c23]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: 474-487 - [c22]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: 211-226 - [c21]Salvatore Giorgi, João Sedoc, Valentin Barrière, Shabnam Tafreshi:
Findings of WASSA 2024 Shared Task on Empathy and Personality Detection in Interactions. WASSA 2024: 369-379 - 2023
- [c20]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: 23-37 - [c19]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: 233-244 - [c18]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: 1153-1157 - [c17]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: 511-525 - [c16]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: 1050-1058 - 2022
- [c15]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: 228-240 - [c14]Huy Vu, Salvatore Giorgi, Jeremy D. W. Clifton, Niranjan Balasubramanian, H. Andrew Schwartz:
Modeling Latent Dimensions of Human Beliefs. ICWSM 2022: 1064-1074 - [c13]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: 1228-1235 - [c12]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: 1419-1424 - 2021
- [c11]Salvatore Giorgi, Lyle H. Ungar, H. Andrew Schwartz:
Characterizing Social Spambots by their Human Traits. ACL/IJCNLP (Findings) 2021: 5148-5158 - [c10]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: 1069-1074 - 2020
- [c9]Rediet Abebe, Salvatore Giorgi, Anna Tedijanto, Anneke Buffone, H. Andrew Schwartz:
Quantifying Community Characteristics of Maternal Mortality Using Social Media. WWW 2020: 2976-2983 - 2018
- [c8]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: 98-106 - [c7]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: 1167-1172 - [c6]Mohammadzaman Zamani, H. Andrew Schwartz, Veronica E. Lynn, Salvatore Giorgi, Niranjan Balasubramanian:
Residualized Factor Adaptation for Community Social Media Prediction Tasks. EMNLP 2018: 3560-3569 - 2017
- [c5]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: 79-84 - [c4]H. Andrew Schwartz, Salvatore Giorgi, Maarten Sap, Patrick Crutchley, Lyle H. Ungar, Johannes C. Eichstaedt:
DLATK: Differential Language Analysis ToolKit. EMNLP (System Demonstrations) 2017: 55-60 - 2016
- [c3]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 - [c2]Daniel Preotiuc-Pietro, Jordan Carpenter, Salvatore Giorgi, Lyle H. Ungar:
Studying the Dark Triad of Personality through Twitter Behavior. CIKM 2016: 761-770 - [c1]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: 2042-2047
Informal and Other Publications
- 2024
- [i17]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 abs/2402.01980 (2024) - [i16]Shreya Havaldar, Salvatore Giorgi, Sunny Rai, Thomas Talhelm, Sharath Chandra Guntuku, Lyle H. Ungar:
Building Knowledge-Guided Lexica to Model Cultural Variation. CoRR abs/2406.11622 (2024) - [i15]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 abs/2406.12679 (2024) - [i14]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 abs/2406.14462 (2024) - [i13]Xiaoyu Lin, Xinkai Yu, Ankit Aich, Salvatore Giorgi, Lyle H. Ungar:
DiverseDialogue: A Methodology for Designing Chatbots with Human-Like Diversity. CoRR abs/2409.00262 (2024) - 2023
- [i12]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 abs/2301.08104 (2023) - [i11]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 abs/2302.02064 (2023) - [i10]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 abs/2302.12952 (2023) - [i9]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 abs/2305.14757 (2023) - [i8]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 abs/2308.15352 (2023) - 2022
- [i7]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 abs/2201.08451 (2022) - [i6]Tingting Liu, Salvatore Giorgi, Xiangyu Tao, Douglas Bellew, Brenda Curtis, Lyle H. Ungar:
Cross-Platform Difference in Facebook and Text Messages Language Use: Illustrated by Depression Diagnosis. CoRR abs/2202.01802 (2022) - 2020
- [i5]Rediet Abebe, Salvatore Giorgi, Anna Tedijanto, Anneke Buffone, H. Andrew Schwartz:
Quantifying Community Characteristics of Maternal Mortality Using Social Media. CoRR abs/2004.06303 (2020) - [i4]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 abs/2009.00596 (2020) - 2019
- [i3]Salvatore Giorgi, Veronica E. Lynn, Sandra Matz, Lyle H. Ungar, H. Andrew Schwartz:
Correcting Sociodemographic Selection Biases for Accurate Population Prediction from Social Media. CoRR abs/1911.03855 (2019) - 2018
- [i2]Mohammadzaman Zamani, H. Andrew Schwartz, Veronica E. Lynn, Salvatore Giorgi, Niranjan Balasubramanian:
Residualized Factor Adaptation for Community Social Media Prediction Tasks. CoRR abs/1808.09479 (2018) - [i1]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 abs/1808.09600 (2018)
Coauthor Index
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