H. Andrew Schwartz

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 73

Top Topics

Hierarchical Model

Top Venues

npj Digit. Medicine

Publications

Nikita Soni, Niranjan Balasubramanian, H. Andrew Schwartz, Dirk Hovy
Comparing Human-Centered Language Modeling: Is it Better to Model Groups, Individual Traits, or Both? 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)
Nikita Soni, H. Andrew Schwartz, João Sedoc, Niranjan Balasubramanian
Large Human Language Models: A Need and the Challenges. NAACL-HLT (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)
Vasudha Varadarajan, Sverker Sikström, Oscar N. E. Kjell, H. Andrew Schwartz
Adaptive Language-based Mental Health Assessment with Item-Response Theory. CoRR (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)
Nikita Soni, H. Andrew Schwartz, João Sedoc, Niranjan Balasubramanian
Large Human Language Models: A Need and the Challenges. CoRR (2023)
Vasudha Varadarajan, Swanie Juhng, Syeda Mahwish, Xiaoran Liu, Jonah Luby, Christian Luhmann, H. Andrew Schwartz
Transfer and Active Learning for Dissonance Detection: Addressing the Rare-Class Challenge. ACL (1) (2023)
Adithya V. Ganesan, Yash Kumar Lal, August Håkan Nilsson, H. Andrew Schwartz
Systematic Evaluation of GPT-3 for Zero-Shot Personality Estimation. WASSA@ACL (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)
Vasudha Varadarajan, Swanie Juhng, Syeda Mahwish, Xiaoran Liu, Jonah Luby, Christian Luhmann, H. Andrew Schwartz
Transfer and Active Learning for Dissonance Detection: Addressing the Rare-Class Challenge. CoRR (2023)
Swanie Juhng, Matthew Matero, Vasudha Varadarajan, Johannes C. Eichstaedt, Adithya V. Ganesan, H. Andrew Schwartz
Discourse-Level Representations can Improve Prediction of Degree of Anxiety. ACL (2) (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)
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)
Adithya V. Ganesan, Yash Kumar Lal, August Håkan Nilsson, H. Andrew Schwartz
Systematic Evaluation of GPT-3 for Zero-Shot Personality Estimation. CoRR (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)
Nikita Soni, Matthew Matero, Niranjan Balasubramanian, H. Andrew Schwartz
Human Language Modeling. ACL (Findings) (2022)
Matthew Matero, Albert Hung, H. Andrew Schwartz
Understanding BERT's Mood: The Role of Contextual-Embeddings as User-Representations for Depression Assessment. WASSA@ACL (2022)
Nikita Soni, Matthew Matero, Niranjan Balasubramanian, H. Andrew Schwartz
Human Language Modeling. 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)
Huy Vu, Salvatore Giorgi, Jeremy D. W. Clifton, Niranjan Balasubramanian, H. Andrew Schwartz
Modeling Latent Dimensions of Human Beliefs. ICWSM (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)
Matthew Matero, Albert Hung, H. Andrew Schwartz
Understanding RoBERTa's Mood: The Role of Contextual-Embeddings as User-Representations for Depression Prediction. CoRR (2021)
Matthew Matero, Nikita Soni, Niranjan Balasubramanian, H. Andrew Schwartz
MeLT: Message-Level Transformer with Masked Document Representations as Pre-Training for Stance Detection. CoRR (2021)
Matthew Matero, Nikita Soni, Niranjan Balasubramanian, H. Andrew Schwartz
MeLT: Message-Level Transformer with Masked Document Representations as Pre-Training for Stance Detection. EMNLP (Findings) (2021)
Adithya V. Ganesan, Matthew Matero, Aravind Reddy Ravula, Huy Vu, H. Andrew Schwartz
Empirical Evaluation of Pre-trained Transformers for Human-Level NLP: The Role of Sample Size and Dimensionality. NAACL-HLT (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)
Tianchu Ji, Shraddhan Jain, Michael Ferdman, Peter A. Milder, H. Andrew Schwartz, Niranjan Balasubramanian
On the Distribution, Sparsity, and Inference-time Quantization of Attention Values in Transformers. CoRR (2021)
Adithya V. Ganesan, Matthew Matero, Aravind Reddy Ravula, Huy Vu, H. Andrew Schwartz
Empirical Evaluation of Pre-trained Transformers for Human-Level NLP: The Role of Sample Size and Dimensionality. CoRR (2021)
Mohammadzaman Zamani, H. Andrew Schwartz
Contrastive Lexical Diffusion Coefficient: Quantifying the Stickiness of the Ordinary. WWW (2021)
Youngseo Son, H. Andrew Schwartz
Discourse Relation Embeddings: Representing the Relations between Discourse Segments in Social Media. CoRR (2021)
Tianchu Ji, Shraddhan Jain, Michael Ferdman, Peter A. Milder, H. Andrew Schwartz, Niranjan Balasubramanian
On the Distribution, Sparsity, and Inference-time Quantization of Attention Values in Transformers. ACL/IJCNLP (Findings) (2021)
Youngseo Son, Sean A. P. Clouston, Roman Kotov, Johannes C. Eichstaedt, Evelyn J. Bromet, Benjamin J. Luft, H. Andrew Schwartz
World Trade Center responders in their own words: Predicting PTSD symptom trajectories with AI-based language analyses of interviews. CoRR (2020)
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)
Wenzhe Cui, Suwen Zhu, Mingrui Ray Zhang, H. Andrew Schwartz, Jacob O. Wobbrock, Xiaojun Bi
JustCorrect: Intelligent Post Hoc Text Correction Techniques on Smartphones. UIST (2020)
Rediet Abebe, Salvatore Giorgi, Anna Tedijanto, Anneke Buffone, H. Andrew Schwartz
Quantifying Community Characteristics of Maternal Mortality Using Social Media. WWW (2020)
Veronica E. Lynn, Niranjan Balasubramanian, H. Andrew Schwartz
Hierarchical Modeling for User Personality Prediction: The Role of Message-Level Attention. ACL (2020)
Roshan Santosh, H. Andrew Schwartz, Johannes C. Eichstaedt, Lyle H. Ungar, Sharath Chandra Guntuku
Detecting Emerging Symptoms of COVID-19 using Context-based Twitter Embeddings. CoRR (2020)
Deven Shah, H. Andrew Schwartz, Dirk Hovy
Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview. ACL (2020)
Roshan Santosh, H. Andrew Schwartz, Johannes C. Eichstaedt, Lyle Ungar, Sharath Chandra Guntuku
Detecting Emerging Symptoms of COVID-19 using Context-based Twitter Embeddings. NLP4COVID@EMNLP (2020)
Rediet Abebe, Salvatore Giorgi, Anna Tedijanto, Anneke Buffone, H. Andrew Schwartz
Quantifying Community Characteristics of Maternal Mortality Using Social Media. CoRR (2020)
Matthew Matero, H. Andrew Schwartz
Autoregressive Affective Language Forecasting: A Self-Supervised Task. COLING (2020)
Deven Shah, H. Andrew Schwartz, Dirk Hovy
Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview. CoRR (2019)
Shawndra Hill, Anthony Colas, H. Andrew Schwartz, Gordon Burtch
TV Ad Events and Digital Search: On the Selection of Outcome Measures. IEEE BigData (2019)
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)
Rediet Abebe, Shawndra Hill, Jennifer Wortman Vaughan, Peter M. Small, H. Andrew Schwartz
Using Search Queries to Understand Health Information Needs in Africa. ICWSM (2019)
Mohammadzaman Zamani, Anneke Buffone, H. Andrew Schwartz
Predicting Human Trustfulness from Facebook Language. CLPsych@NAACL-HTL (2018)
Youngseo Son, Nipun Bayas, H. Andrew Schwartz
Causal Explanation Analysis on Social Media. CoRR (2018)
Mohammadzaman Zamani, H. Andrew Schwartz, Veronica E. Lynn, Salvatore Giorgi, Niranjan Balasubramanian
Residualized Factor Adaptation for Community Social Media Prediction Tasks. CoRR (2018)
Sven Buechel, João Sedoc, H. Andrew Schwartz, Lyle H. Ungar
Learning Neural Emotion Analysis from 100 Observations: The Surprising Effectiveness of Pre-Trained Word Representations. CoRR (2018)
Masoud Rouhizadeh, Kokil Jaidka, Laura Smith, H. Andrew Schwartz, Anneke Buffone, Lyle H. Ungar
Identifying Locus of Control in Social Media Language. EMNLP (2018)
Mohammadzaman Zamani, Anneke Buffone, H. Andrew Schwartz
Predicting Human Trustfulness from Facebook Language. 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)
Youngseo Son, Nipun Bayas, H. Andrew Schwartz
Causal Explanation Analysis on Social Media. 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)
Veronica E. Lynn, Alissa Goodman, Kate Niederhoffer, Kate Loveys, Philip Resnik, H. Andrew Schwartz
CLPsych 2018 Shared Task: Predicting Current and Future Psychological Health from Childhood Essays. CLPsych@NAACL-HTL (2018)
Rediet Abebe, Shawndra Hill, Jennifer Wortman Vaughan, Peter M. Small, H. Andrew Schwartz
Using Search Queries to Understand Health Information Needs in Africa. CoRR (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)
Veronica E. Lynn, Youngseo Son, Vivek Kulkarni, Niranjan Balasubramanian, H. Andrew Schwartz
Human Centered NLP with User-Factor Adaptation. EMNLP (2017)
Daniel Rieman, Kokil Jaidka, H. Andrew Schwartz, Lyle H. Ungar
Domain Adaptation from User-level Facebook Models to County-level Twitter Predictions. IJCNLP(1) (2017)
Mohammadzaman Zamani, H. Andrew Schwartz
Using Twitter Language to Predict the Real Estate Market. EACL (2) (2017)
Youngseo Son, Anneke Buffone, Joe Raso, Allegra Larche, Anthony Janocko, Kevin Zembroski, H. Andrew Schwartz, Lyle H. Ungar
Recognizing Counterfactual Thinking in Social Media Texts. ACL (2) (2017)
Vivek Kulkarni, Margaret L. Kern, David Stillwell, Michal Kosinski, Sandra Matz, Lyle H. Ungar, Steven Skiena, H. Andrew Schwartz
Latent Human Traits in the Language of Social Media: An Open-Vocabulary Approach. CoRR (2017)
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, Masoud Rouhizadeh, Michael Bishop, Philip Tetlock, Barbara A. Mellers, Lyle H. Ungar
Assessing Objective Recommendation Quality through Political Forecasting. EMNLP (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)
H. Andrew Schwartz, Maarten Sap, Margaret L. Kern, Johannes C. Eichstaedt, Adam Kapelner, Megha Agrawal, Eduardo Blanco, Lukasz Dziurzynski, Gregory J. Park, David Stillwell, Michal Kosinski, Martin E. P. Seligman, Lyle H. Ungar
Predicting Individual Well-Being Through the Language of Social Media. PSB (2016)
Glen Coppersmith, Kristy Hollingshead, H. Andrew Schwartz, Molly Ireland, Rebecca Resnik, Kate Loveys, April Foreman, Loring Ingraham
The Clinical Panel: Leveraging Psychological Expertise During NLP Research. NLP+CSS@EMNLP (2016)
Masoud Rouhizadeh, Lyle H. Ungar, Anneke Buffone, H. Andrew Schwartz
Using Syntactic and Semantic Context to Explore Psychodemographic Differences in Self-reference. EMNLP (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)
Daniel Preotiuc-Pietro, H. Andrew Schwartz, Gregory J. Park, Johannes C. Eichstaedt, Margaret L. Kern, Lyle H. Ungar, Elisabeth Shulman
Modelling Valence and Arousal in Facebook posts. WASSA@NAACL-HLT (2016)
Daniel Preotiuc-Pietro, Johannes C. Eichstaedt, Gregory J. Park, Maarten Sap, Laura Smith, Victoria Tobolsky, H. Andrew Schwartz, Lyle H. Ungar
The role of personality, age, and gender in tweeting about mental illness. CLPsych@HLT-NAACL (2015)
H. Andrew Schwartz, Gregory J. Park, Maarten Sap, Evan Weingarten, Johannes C. Eichstaedt, Margaret L. Kern, David Stillwell, Michal Kosinski, Jonah Berger, Martin E. P. Seligman, Lyle H. Ungar
Extracting Human Temporal Orientation from Facebook Language. HLT-NAACL (2015)
Daniel Preotiuc-Pietro, Maarten Sap, H. Andrew Schwartz, Lyle H. Ungar
Mental Illness Detection at the World Well-Being Project for the CLPsych 2015 Shared Task. CLPsych@HLT-NAACL (2015)
H. Andrew Schwartz, Johannes C. Eichstaedt, Margaret L. Kern, Gregory J. Park, Maarten Sap, David Stillwell, Michal Kosinski, Lyle Ungar
Towards Assessing Changes in Degree of Depression through Facebook. CLPsych@ACL (2014)
Maarten Sap, Gregory J. Park, Johannes C. Eichstaedt, Margaret L. Kern, David Stillwell, Michal Kosinski, Lyle H. Ungar, H. Andrew Schwartz
Developing Age and Gender Predictive Lexica over Social Media. EMNLP (2014)
H. Andrew Schwartz, Johannes C. Eichstaedt, Eduardo Blanco, Lukasz Dziurzynski, Margaret L. Kern, Stephanie Ramones, Martin E. P. Seligman, Lyle H. Ungar
Choosing the Right Words: Characterizing and Reducing Error of the Word Count Approach. *SEM@NAACL-HLT (2013)
H. Andrew Schwartz, Johannes C. Eichstaedt, Margaret L. Kern, Lukasz Dziurzynski, Richard E. Lucas, Megha Agrawal, Gregory J. Park, Shrinidhi K. Lakshmikanth, Sneha Jha, Martin E. P. Seligman, Lyle H. Ungar
Characterizing Geographic Variation in Well-Being Using Tweets. ICWSM (2013)
H. Andrew Schwartz, Johannes C. Eichstaedt, Lukasz Dziurzynski, Margaret L. Kern, Eduardo Blanco, Michal Kosinski, David Stillwell, Martin E. P. Seligman, Lyle H. Ungar
Toward Personality Insights from Language Exploration in Social Media. AAAI Spring Symposium: Analyzing Microtext (2013)