Salvatore Giorgi

Also affiliated with Stanford University

PsychologyComputer ScienceMedicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 3%percentile

1.5Author DataRank

Indexed papers

1in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

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

Proceedings of the International AAAI Conference on Web and Social Media(2022)10.1609/icwsm.v16i1.19373

Top 14%

1.5DataRank

Top 14%35 citations

Sharath Chandra Guntuku, McKenzie Himelein-Wachowiak, Amy Kwarteng, Sy Hwang, Muhammad Rahman +2 more

Papers

Driven by 51 papers — median percentile 86. Top paper: “Twitter Corpus of the #BlackLivesMatter Movement and Counter Protests: 2013 to 2021”.

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

Proceedings of the International AAAI Conference on Web and Social Media(2022)10.1609/icwsm.v16i1.19373

Top 14%

1.5DataRank

Top 14%35 citations

Sharath Chandra Guntuku, McKenzie Himelein-Wachowiak, Amy Kwarteng, Sy Hwang, Muhammad Rahman +2 more

The text-package: An R-package for analyzing and visualizing human language using natural language processing and transformers.

Psychological Methods(2023)10.1037/met0000542

N/A

0.621DataRank · unranked

62 citations

Salvatore Giorgi, H. Andrew Schwartz, Oscar Kjell

Measuring disadvantage: A systematic comparison of United States small-area disadvantage indices

Health & Place(2023)10.1016/j.healthplace.2023.102997

N/A

0.587DataRank · unranked

49 citations

Salvatore Giorgi, Tingting Liu, Johannes C. Eichstaedt, Brenda Curtis, Sophia Lou

Key language markers of depression on social media depend on race

Proceedings of the National Academy of Sciences(2024)10.1073/pnas.2319837121

N/A

0.533DataRank · unranked

34 citations

Elizabeth Cameron Stade, Salvatore Giorgi, Ashley Francisco, Lyle Ungar, Brenda Curtis +2 more

Differences in mental health and alcohol use across profiles of COVID-19 disruptions

Alcohol and Alcoholism(2023)10.1093/alcalc/agad028

N/A

0.530DataRank · unranked

10 citations

Tingting Liu, Salvatore Giorgi, Celia B. Fisher, Brenda Curtis, Aaliyah Gray

Daily diary study of loneliness, alcohol, and drug use during the COVID‐19 Pandemic

Alcoholism Clinical and Experimental Research(2022)10.1111/acer.14889

N/A

0.515DataRank · unranked

30 citations

Salvatore Giorgi, Paul Juneau, Brenda Curtis, Elise Bragard

Using Facebook language to predict and describe excessive alcohol use

Alcoholism Clinical and Experimental Research(2022)10.1111/acer.14807

N/A

0.406DataRank · unranked

14 citations

Matthew Matero, Garrick Sherman, Brenda Curtis, Salvatore Giorgi, Hansen Andrew Schwartz +2 more

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

npj Digital Medicine(2024)10.1038/s41746-024-01100-0

N/A

0.396DataRank · unranked

13 citations

Johannes C. Eichstaedt, Salvatore Giorgi, Jihu Mun, Farhan Ahmed, Gilvir Gill +6 more

The Illusion of Empathy: How AI Chatbots Shape Conversation Perception

Proceedings of the AAAI Conference on Artificial Intelligence(2025)10.1609/aaai.v39i13.33569

N/A

0.385DataRank · unranked

12 citations

Salvatore Giorgi, Ankit Aich, Allison Lahnala, Brenda Curtis, Lyle Ungar +2 more

Predicting U.S. county opioid poisoning mortality from multi-modal social media and psychological self-report data

Scientific Reports(2023)10.1038/s41598-023-34468-2

N/A

0.360DataRank · unranked

10 citations

David B. Yaden, Johannes C. Eichstaedt, Lyle Ungar, H. Andrew Schwartz, Amy Kwarteng +2 more

Nonsuicidal Self-Injury and Substance Use Disorders: A Shared Language of Addiction

(2022)10.18653/v1/2022.clpsych-1.15

N/A

0.292DataRank · unranked

6 citations

McKenzie Himelein-Wachowiak, Daniel Habib, Lyle Ungar, Brenda Curtis, Salvatore Giorgi

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

npj Digital Medicine(2023)10.1038/s41746-023-00793-z

N/A

0.292DataRank · unranked

6 citations

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

The Illusion of Empathy: How AI Chatbots Shape Conversation Perception

arXiv (Cornell University)(2024)10.48550/arxiv.2411.12877

N/A

0.269DataRank · unranked

5 citations

Salvatore Giorgi, Ankit Aich, Allison Lahnala, Brenda Curtis, Lyle Ungar +2 more

Extended impact of the COVID-19 pandemic: Trajectories of mental health and substance use among U.S. adults, September 2020–August 2021

Drug and Alcohol Dependence Reports(2023)10.1016/j.dadr.2023.100186

N/A

0.208DataRank · unranked

3 citations

Tingting Liu, Salvatore Giorgi, Celia B. Fisher, Brenda Curtis, Xiangyu Tao

Quantifying generalized trust in individuals and counties using language

Frontiers in Social Psychology(2024)10.3389/frsps.2024.1384262

N/A

0.208DataRank · unranked

3 citations

Jason Jones, Anneke Buffone, Johannes C. Eichstaedt, Patrick Crutchley, David B. Yaden +9 more

Filling in the white space: Spatial interpolation with Gaussian processes and social media data

Current Research in Ecological and Social Psychology(2023)10.1016/j.cresp.2023.100159

N/A

0.200DataRank · unranked

2 citations

Johannes C. Eichstaedt, Daniel Preoţiuc-Pietro, Jacob R. Gardner, H. Andrew Schwartz, Lyle Ungar +1 more

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

arXiv (Cornell University)(2023)10.48550/arxiv.2302.02064

N/A

0.104DataRank · unranked

1 citations

Douglas Bellew, Daniel Habib, Sherman, Garrick, João Sedoc, Chase Smitterberg +4 more

Smartphone sensor data estimate alcohol craving in a cohort of patients with alcohol-associated liver disease and alcohol use disorder

Hepatology Communications(2023)10.1097/hc9.0000000000000329

N/A

0DataRank · unranked

14 citations

Garrick Sherman, Salvatore Giorgi, Priya Thanneeru, Lyle Ungar, Patrick S. Kamath +4 more

Linguistic predictors from Facebook postings of substance use disorder treatment retention versus discontinuation

The American Journal of Drug and Alcohol Abuse(2022)10.1080/00952990.2022.2091450

N/A

0DataRank · unranked

12 citations

Salvatore Giorgi, Kenna Yadeta, H. Andrew Schwartz, Lyle Ungar, Brenda Curtis +1 more

Cultural Differences in Tweeting about Drinking Across the US

International Journal of Environmental Research and Public Health(2020)10.3390/ijerph17041125

N/A

0DataRank · unranked

23 citations

David B. Yaden, Johannes C. Eichstaedt, Robert D. Ashford, Anneke Buffone, H. Andrew Schwartz +3 more

COVID-related social determinants of substance use disorder among diverse U.S. racial ethnic groups

Social Science & Medicine(2022)10.1016/j.socscimed.2022.115599

N/A

0DataRank · unranked

13 citations

Tingting Liu, Celia B. Fisher, Salvatore Giorgi, Brenda Curtis, Xiangyu Tao

Pandemic distress associated with segregation and social stressors

Frontiers in Public Health(2023)10.3389/fpubh.2023.1092269

N/A

0DataRank · unranked

5 citations

Salvatore Giorgi, Brenda Curtis, Rodman Turpin

A linguistic analysis of dehumanization toward substance use across three decades of news articles

Frontiers in Public Health(2023)10.3389/fpubh.2023.1275975

N/A

0DataRank · unranked

4 citations

Daniel Habib, Douglas Bellew, Garrick Sherman, Brenda Curtis, Salvatore Giorgi

Bots and Misinformation Spread on Social Media: Implications for COVID-19 (Preprint)

(2021)10.2196/preprints.26933

N/A

0DataRank · unranked

9 citations

Salvatore Giorgi, Amanda Devoto, Muhammad Mahbubur Rahman, Lyle Ungar, H. Andrew Schwartz +4 more

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

Proceedings of the International AAAI Conference on Web and Social Media(2023)10.1609/icwsm.v17i1.22226

N/A

0DataRank · unranked

2 citations

Salvatore Giorgi, Xiangyu Tao, Sharath Chandra Guntuku, Douglas Bellew, Brenda Curtis +2 more

Leveraging AI to predict substance use disorder treatment outcomes

Neuropsychopharmacology(2023)10.1038/s41386-023-01700-6

N/A

0DataRank · unranked

2 citations

Brenda Curtis, Salvatore Giorgi

Key language markers of depression on social media depend on race

PsyArXiv (OSF Preprints)(2023)10.31234/osf.io/uvamz

N/A

0DataRank · unranked

2 citations

Elizabeth Cameron Stade, Salvatore Giorgi, Ashley Francisco, Lyle Ungar, Brenda Curtis +2 more

AWARE-TEXT: An Android Package for Mobile Phone Based Text Collection and On-Device Processing

(2023)10.18653/v1/2023.nlposs-1.12

N/A

0DataRank · unranked

2 citations

Garrick Sherman, Douglas Bellew, Sharath Chandra Guntuku, Lyle Ungar, Brenda Curtis +1 more

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

arXiv (Cornell University)(2023)10.48550/arxiv.2302.12952

N/A

0DataRank · unranked

0 citations

Johannes C. Eichstaedt, Salvatore Giorgi, Jihu Mun, Farhan Ahmed, Gilvir Gill +6 more

The text-package: An R-package for Analyzing and Visualizing Human Language Using Natural Language Processing and Deep Learning

PsyArXiv (OSF Preprints)(2021)10.31234/osf.io/293kt

N/A

0DataRank · unranked

32 citations

Salvatore Giorgi, H. Andrew Schwartz, Oscar Kjell

Evaluating generative AI responses to real-world drug-related questions

Psychiatry Research(2024)10.1016/j.psychres.2024.116058

N/A

0DataRank · unranked

22 citations

Kelsey Isman, Tingting Liu, Zachary Fried, João Sedoc, Brenda Curtis +1 more

COVID-Related Victimization, Racial Bias and Employment and Housing Disruption Increase Mental Health Risk Among U.S. Asian, Black and Latinx Adults

Frontiers in Public Health(2021)10.3389/fpubh.2021.772236

N/A

0DataRank · unranked

30 citations

Xiangyu Tao, Tingting Liu, Salvatore Giorgi, Brenda Curtis, Celia B. Fisher

From Clinical Trials to Real‐World Impact: Introducing a Computational Framework to Detect Endpoint Bias in Opioid Use Disorder Research

Drug and Alcohol Review(2025)10.1111/dar.70085

N/A

0DataRank · unranked

0 citations

Laura Brandt, Alexander J. Marker, Salvatore Giorgi, Ganesh Jainarain, H. Andrew Schwartz +3 more

Bariatric surgery and alcohol and substance use: A case-control survey study

Drug and Alcohol Dependence(2024)10.1016/j.drugalcdep.2024.112529

N/A

0DataRank · unranked

2 citations

Garrick Sherman, Tammy Wang, Claire Pince, Jenna E. Sanfilippo, Chiara Montemitro +6 more

Loneliness and Daily Alcohol Consumption During the COVID-19 Pandemic

Alcohol and Alcoholism(2021)10.1093/alcalc/agab056

N/A

0DataRank · unranked

39 citations

Salvatore Giorgi, Paul Juneau, Brenda Curtis, Elise Bragard

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

Proceedings of the International AAAI Conference on Web and Social Media(2024)10.1609/icwsm.v18i1.31328

N/A

0DataRank · unranked

4 citations

Douglas Bellew, Daniel Habib, João Sedoc, Chase Smitterberg, Amanda Devoto +3 more

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

(2024)10.18653/v1/2024.findings-emnlp.420

N/A

0DataRank · unranked

3 citations

Tingting Liu, Ankit Aich, Kelsey Isman, Garrick Sherman, Zachary Fried +4 more

Reply to Wang: Clarifying model performance and language markers of depression across races

Proceedings of the National Academy of Sciences(2024)10.1073/pnas.2410449121

N/A

0DataRank · unranked

1 citations

Elizabeth Cameron Stade, Salvatore Giorgi, Ashley Francisco, Adithya V Ganesan, Lyle Ungar +3 more

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

arXiv (Cornell University)(2024)10.48550/arxiv.2402.01980

N/A

0DataRank · unranked

0 citations

Adithya V Ganesan, Yash Kumar Lal, M. G. Shah, Shreyashee Sinha, Matthew Matero +4 more

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

arXiv (Cornell University)(2024)10.48550/arxiv.2406.12679

N/A

0DataRank · unranked

0 citations

Tingting Liu, Salvatore Giorgi, Kelsey Isman, Lyle Ungar, Brenda Curtis +1 more

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

arXiv (Cornell University)(2024)10.48550/arxiv.2406.14462

N/A

0DataRank · unranked

0 citations

Tingting Liu, Ankit Aich, Kelsey Isman, Garrick Sherman, Zachary Fried +4 more

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

PubMed(2024)10.18653/v1/2024.eacl-short.40

N/A

0DataRank · unranked

0 citations

Adithya V Ganesan, Yash Kumar Lal, M. G. Shah, Shreyashee Sinha, Matthew Matero +4 more

Language models in digital psychiatry: challenges with simplification of healthcare materials

NPP—Digital Psychiatry and Neuroscience(2025)10.1038/s44277-025-00029-w

N/A

0DataRank · unranked

2 citations

Tingting Liu, Salvatore Giorgi, Kelsey Isman, Ruhshana Bobojonova, Lyle Ungar +2 more

Perceived stigma and its role in substance use disorder treatment completion

The American Journal of Drug and Alcohol Abuse(2025)10.1080/00952990.2025.2528778

N/A

0DataRank · unranked

2 citations

Salvatore Giorgi, Jennifer D. Ellis, Andrew S. Huhn, Tingting Liu, Brenda Curtis +1 more

Bots and Misinformation Spread on Social Media: Implications for COVID-19

Journal of Medical Internet Research(2021)10.2196/26933

N/A

0DataRank · unranked

223 citations

Salvatore Giorgi, Amanda Devoto, Muhammad Mahbubur Rahman, Lyle Ungar, H. Andrew Schwartz +4 more

Communities at the Crossroads: Exploring Cultural Variations in Opioid Mortality Across the United States

Drug and Alcohol Dependence(2025)10.1016/j.drugalcdep.2024.111836

N/A

0DataRank · unranked

0 citations

Salvatore Giorgi, Brenda Curtis, Kelsey Isman

Smartphone language features may help identify adverse post-traumatic neuropsychiatric sequelae and their trajectories

NPP—Digital Psychiatry and Neuroscience(2025)10.1038/s44277-025-00028-x

N/A

0DataRank · unranked

0 citations

Jennifer Pierce, Yinyao Ji, Meredith A. Bucher, Mochuan Liu, Lyle Ungar +39 more

An Important Digital Commons: The Predictive Power of Social Media Data to Estimate Population Well-Being in the US and UK

Zenodo (CERN European Organization for Nuclear Research)(2025)10.31234/osf.io/9hkap_v1

N/A

0DataRank · unranked

0 citations

Shashanka Subrahmanya, Wei-Ting Hsu, Salvatore Giorgi, H. Andrew Schwartz, Johannes C. Eichstaedt +1 more

AI-based analysis of social media language predicts addiction treatment dropout at 90 days

Neuropsychopharmacology(2023)10.1038/s41386-023-01585-5

N/A

0DataRank · unranked

21 citations

Salvatore Giorgi, Lyle Ungar, Huy Quan Vu, David B. Yaden, Tingting Liu +3 more

Role of the media in promoting the dehumanization of people who use drugs

The American Journal of Drug and Alcohol Abuse(2023)10.1080/00952990.2023.2180383

N/A

0DataRank · unranked

23 citations

Salvatore Giorgi, Brenda Curtis, Daniel Habib

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

npj Digital Medicine(2023)10.1038/s41746-023-00776-0

N/A

0DataRank · unranked

19 citations

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

Salvatore Giorgi

Indexed papers

Top data-sharing exemplar

Papers