Research outputs & papers

Varadarajan, Vasudha, Giorgi, Salvatore, Mangalik, Siddharth, Soni, Nikita, Markowitz, Dave M, Schwartz, H Andrew (2025) The Consistent Lack of Variance of Psychological Factors Expressed by LLMs and Spambots. Best Paper -- Proceedings of the 1stWorkshop on GenAI Content Detection (GenAIDetect) pp. 111--119

Lahnala, Allison, Varadarajan, Vasudha, Flek, Lucie, Schwartz, H Andrew, Boyd, Ryan L (2025) Unifying the Extremes: Developing a Unified Model for Detecting and Predicting Extremist Traits and Radicalization. Proceedings of the International AAAI Conference on Web and Social Media (ICWSM)

Rao, Rajath, Ganesan, Adithya, Kjell, Oscar, Luby, Jonah, Raghavan, Akshay, Feltman, Scott, Ringwald, Whitney, Boyd, Ryan L, Luft, Benjamin, Ruggero, Camilo, Schwartz, H. Andrew (2025) WhiSPA: Semantically and Psychologically Aligned Whisper with Self-Supervised Contrastive and Student-Teacher Learning. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) pp. 22529--22544. Association for Computational Linguistics, Vienna, Austria

Varadarajan, Vasudha, Sikström, Sverker, Kjell, Oscar, Schwartz, H (2024) ALBA: Adaptive Language-Based Assessments for Mental Health. Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) pp. 2466--2478

Varadarajan, Vasudha, Lahnala, Allison, Ganesan, Adithya V, Dey, Gourab, Mangalik, Siddharth, Bucur, Ana-Maria, Soni, Nikita, Rao, Rajath, Lanning, Kevin, Vallejo, Isabella, others (2024) Archetypes and entropy: theory-driven extraction of evidence for suicide risk. Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) pp. 278--291

Kjell, Oscar NE, Kjell, Katarina, Schwartz, H Andrew (2024) Beyond rating scales: With targeted evaluation, large language models are poised for psychological assessment. Psychiatry Research 333. pp. 115667. Elsevier

Soni, Nikita, Balasubramanian, Niranjan, Schwartz, H, Hovy, Dirk (2024) Comparing Pre-trained Human Language Models: Is it Better with Human Context as Groups, Individual Traits, or Both?. Proceedings of the 14th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis pp. 316--328

Ringwald, Whitney R, Feltman, Scott, Schwartz, H Andrew, Samaras, Dimitris, Khudari, Christopher, Luft, Benjamin J, Kotov, Roman (2024) Day-to-day dynamics of facial emotion expressions in posttraumatic stress disorder. OSF OSF

Ganesan, Adithya V, Varadarajan, Vasudha, Lal, Yash Kumar, Eijsbroek, Veerle C, Kjell, Katarina, Kjell, Oscar NE, Dhanasekaran, Tanuja, Stade, Elizabeth C, Eichstaedt, Johannes C, Boyd, Ryan L, others (2024) Explaining GPT-4's Schema of Depression Using Machine Behavior Analysis. arXiv preprint arXiv:2411.13800

Ganesan, Adithya V, Mangalik, Siddharth, Varadarajan, Vasudha, Soni, Nikita, Juhng, Swanie, Sedoc, Joao, Schwartz, H Andrew, Giorgi, Salvatore, Boyd, Ryan L (2024) From Text to Context: Contextualizing Language with Humans, Groups, and Communities for Socially Aware NLP. Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 5: Tutorial Abstracts) pp. 26--33

Nilsson, August H\aakan, Schwartz, Hansen Andrew, Rosenthal, Richard N, McKay, James R, Vu, Huy, Cho, Young-Min, Mahwish, Syeda, Ganesan, Adithya V, Ungar, Lyle (2024) Language-based EMA assessments help understand problematic alcohol consumption. Plos one 19. (3). pp. e0298300. Public Library of Science San Francisco, CA USA

Soni, Nikita, Schwartz, H, Sedoc, Joao, Balasubramanian, Niranjan (2024) Large Human Language Models: A Need and the Challenges. Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) pp. 8623--8638

Stade, Elizabeth C, Stirman, Shannon Wiltsey, Ungar, Lyle H, Boland, Cody L, Schwartz, H Andrew, Yaden, David B, Sedoc, Joao, DeRubeis, Robert J, Willer, Robb, Eichstaedt, Johannes C (2024) Large language models could change the future of behavioral healthcare: a proposal for responsible development and evaluation. NPJ Mental Health Research 3. (1). pp. 12. Nature Publishing Group UK London

Soni, Nikita, Flek, Lucie, Sharma, Ashish, Yang, Diyi, Hooker, Sara, Schwartz, H Andrew (2024) Proceedings of the 1st Human-Centered Large Language Modeling Workshop. Proceedings of the 1st Human-Centered Large Language Modeling Workshop

Vu, Huy, Nguyen, Huy Anh, Ganesan, Adithya V, Juhng, Swanie, Kjell, Oscar NE, Sedoc, Joao, Kern, Margaret L, Boyd, Ryan L, Ungar, Lyle, Schwartz, H Andrew, others (2024) PsychAdapter: Adapting LLM Transformers to Reflect Traits, Personality and Mental Health. arXiv preprint arXiv:2412.16882

Giorgi, Salvatore, Jones, Jason Jeffrey, Buffone, Anneke, Eichstaedt, Johannes C, Crutchley, Patrick, Yaden, David B, Elstein, Jeanette, Zamani, Mohammadzaman, Kregor, Jennifer, Smith, Laura, others (2024) Quantifying generalized trust in individuals and counties using language. Frontiers in Social Psychology 2. pp. 1384262. Frontiers Media SA

Dey, Gourab, V Ganesan, Adithya, Lal, Yash Kumar, Shah, Manal, Sinha, Shreyashee, Matero, Matthew, Giorgi, Salvatore, Kulkarni, Vivek, Schwartz, H. Andrew (2024) SOCIALITE-LLAMA: An Instruction-Tuned Model for Social Scientific Tasks. Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 2: Short Papers) pp. 454--468

Jose, Rupa, Wang, Weixi, Sherman, Garrick, Rosenthal, Richard N, Schwartz, H Andrew, Ungar, Lyle H, McKay, James R (2024) Tapping into alcohol use during COVID: Drinking correlates among bartenders and servers. PLoS one 19. (4). pp. e0300932. Public Library of Science San Francisco, CA USA

Eijsbroek, Veerle C, Kjell, Katarina, Schwartz, H Andrew, Boehnke, Jan R, Fried, Eiko I, Klein, Daniel N, Gustafsson, Peik, Augenstein, Isabelle, Bossuyt, Patrick MM, Kjell, Oscar NE (2024) The LEADING guideline: Reporting standards for expert panel, best-estimate diagnosis, and longitudinal expert all data (LEAD) studies. MedRxiv

Ward, George, Schwartz, H Andrew, Giorgi, Salvatore, Menges, Jochen I, Matz, Sandra C (2024) The role of negative affect in shaping populist support: Converging field evidence from across the globe.. American Psychologist American Psychological Association

Matero, Matthew, Vu, Huy, Nilsson, August, Mahwish, Syeda, Cho, Young Min, McKay, James, Eichstaedt, Johannes, Rosenthal, Richard, Ungar, Lyle, Schwartz, H Andrew (2024) Using daily language to understand drinking: Multi-level longitudinal differential language analysis. Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2024) pp. 133--144

Giorgi, Salvatore, Markowitz, David M, Soni, Nikita, Varadarajan, Vasudha, Mangalik, Siddharth, Schwartz, H Andrew (2023) " I Slept Like a Baby": Using Human Traits To Characterize Deceptive ChatGPT and Human Text.. Proceedings of IACT at SIGIR-2023 pp. 23--37

Yaden, David B, Giorgi, Salvatore, Jordan, Matthew, Buffone, Anneke, Eichstaedt, Johannes C, Schwartz, H Andrew, Ungar, Lyle, Bloom, Paul (2023) Characterizing empathy and compassion using computational linguistic analysis.. Emotion

Levanti, Danielle, Monastero, Rebecca N, Zamani, Mohammadzaman, Eichstaedt, Johannes C, Giorgi, Salvatore, Schwartz, H Andrew, Meliker, Jaymie R (2023) Depression and Anxiety on Twitter During the COVID-19 Stay-At-Home Period in 7 Major US Cities. American Journal of Public Medicine: Focus 2. (1). pp. 100062. Elsevier

Juhng, Swanie, Matero, Matthew, Varadarajan, Vasudha, Eichstaedt, Johannes, Ganesan, Adithya V, Schwartz, H Andrew (2023) Discourse-level representations can improve prediction of degree of anxiety. Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) pp. 1500--1511

Juhng, Swanie, Matero, Matthew, Varadarajan, Vasudha, Eichstaedt, Johannes C, Ganesan, Adithya V, Schwartz, H Andrew (2023) Discourse-Level Representations can Improve Prediction of Degree of Anxiety. The 61st Annual Meeting Of The Association For Computational Linguistics

Giorgi, Salvatore, Eichstaedt, Johannes C, Preo\ctiuc-Pietro, Daniel, Gardner, Jacob R, Schwartz, H Andrew, Ungar, Lyle H (2023) Filling in the white space: Spatial interpolation with Gaussian processes and social media data. Current research in ecological and social psychology 5. pp. 100159. Elsevier

Oltmanns, Joshua R, Schwartz, H Andrew, Ruggero, Camilo, Son, Youngseo, Vu, Huy, Gill, Gilvir, Miao, Jiaju, Waszczuk, Monika, Clouston, Sean, Bromet, Evelyn, others (2023) Incremental Validity of Language-Based Assessments of Personality in World Trade Center Responders. OSF OSF

Matero, Matthew, Giorgi, Salvatore, Curtis, Brenda, Ungar, Lyle H, Schwartz, H Andrew (2023) Opioid death projections with AI-based forecasts using social media language. NPJ Digital Medicine 6. (1). pp. 35. Nature Publishing Group UK London

Giorgi, Salvatore, Yaden, David B, Eichstaedt, Johannes C, Ungar, Lyle H, Schwartz, H Andrew, Kwarteng, Amy, Curtis, Brenda (2023) Predicting US county opioid poisoning mortality from multi-modal social media and psychological self-report data. Scientific reports 13. (1). pp. 9027. Nature Publishing Group UK London

Giorgi, Salvatore, Havaldar, Shreya, Ahmed, Farhan, Akhtar, Zuhaib, Vaidya, Shalaka, Pan, Gary, Ungar, Lyle H, Schwartz, H Andrew, Sedoc, Joao (2023) Psychological metrics for dialog system evaluation. arXiv preprint arXiv:2305.14757

Ganesan, Adithya V, Lal, Yash Kumar, Nilsson, August, Schwartz, H (2023) Systematic Evaluation of GPT-3 for Zero-Shot Personality Estimation. The 61st Annual Meeting Of The Association For Computational Linguistics

Kjell, Oscar, Giorgi, Salvatore, Schwartz, H Andrew (2023) The text-package: An R-package for analyzing and visualizing human language using natural language processing and transformers.. Psychological Methods American Psychological Association

Varadarajan, Vasudha, Juhng, Swanie, Mahwish, Syeda, Liu, Xiaoran, Luby, Jonah, Luhmann, Christian, Schwartz, H. Andrew (2023) Transfer and Active Learning for Dissonance Detection: Addressing the Rare-Class Challenge. Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics 1. pp. 11923--11936

Kjell, Oscar, Kjell, Katarina, Schwartz, H Andrew (2023) With Care for Validity AI-based Large Language Models are Poised to Transform Psychological Health Assessment. PsyArXiv PsyArXiv

Giorgi, Salvatore, Lynn, Veronica, Gupta, Keshav, Ahmed, Farhan, Matz, Sandra, Ungar, Lyle, Schwartz, H Andrew (2022) Correcting Sociodemographic Selection Biases for Population Prediction from Social Media. ICWSM-2022: AAAI International Conference on the Web and Social Media

Varadarajan, Vasudha, Soni, Nikita, Wang, Weixi, Luhmann, Christian, Schwartz, H Andrew, Inoue, Naoya (2022) Detecting Dissonant Stance in Social Media: The Role of Topic Exposure. Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science (NLP+ CSS) pp. 151--156

Son, Youngseo, Varadarajan, Vasudha, Schwartz, H Andrew (2022) Discourse Relation Embeddings: Representing the Relations between Discourse Segments in Social Media. Proceedings of the Workshop on Unimodal and Multimodal Induction of Linguistic Structures (UM-IoS) pp. 87--97

Soni, Nikita, Matero, Matthew, Balasubramanian, Niranjan, Schwartz, H Andrew (2022) Human Language Modeling. Findings of the Association for Computational Linguistics: ACL 2022 pp. 2680--2696

Liu, Tingting, Giorgi, Salvatore, Yadeta, Kenna, Schwartz, H Andrew, Ungar, Lyle H, Curtis, Brenda (2022) Linguistic predictors from Facebook postings of substance use disorder treatment retention versus discontinuation. The American Journal of Drug and Alcohol Abuse 48. (5). pp. 573--585. Taylor & Francis

Vu, Huy, Giorgi, Salvatore, Clifton, Jeremy DW, Balasubramanian, Niranjan, Schwartz, H Andrew (2022) Modeling Latent Dimensions of Human Beliefs. Proceedings of the International AAAI Conference on Web and Social Media 16. pp. 1064--1074

Kjell, Oscar NE, Sikström, Sverker, Kjell, Katarina, Schwartz, H Andrew (2022) Natural language analyzed with AI-based transformers predict traditional subjective well-being measures approaching the theoretical upper limits in accuracy. Scientific reports 12. (1). pp. 3918. Nature Publishing Group UK London

Hawes, Mariah T, Schwartz, H Andrew, Son, Youngseo, Klein, Daniel N (2022) Predicting adolescent depression and anxiety from multi-wave longitudinal data using machine learning. Psychological Medicine pp. 1--7. Cambridge University Press

Pasquini, Giancarlo, Ferguson, Giselle, Bouklas, Isabella, Vu, Huy, Zamani, Mohammadzaman, Zhaoyang, Ruixue, Harrington, Karra D, Roque, Nelson A, Mogle, Jacqueline, Schwartz, H Andrew, others (2022) The where and when of COVID-19: Using ecological and Twitter-based assessments to examine impacts in a temporal and community context. Plos one 17. (2). pp. e0264280. Public Library of Science San Francisco, CA USA

Matero, Matthew, Hung, Albert, Schwartz, H (2022) Understanding BERT’s Mood: The Role of Contextual-Embeddings as User-Representations for Depression Assessment. Proceedings of the 12th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis pp. 89--94

Jose, Rupa, Matero, Matthew, Sherman, Garrick, Curtis, Brenda, Giorgi, Salvatore, Schwartz, Hansen Andrew, Ungar, Lyle H (2022) Using Facebook language to predict and describe excessive alcohol use. Alcoholism: Clinical and Experimental Research 46. (5). pp. 836--847

Ganesan, Adithya V, Varadarajan, Vasudha, Mittal, Juhi, Subrahmanya, Shashanka, Matero, Matthew, Soni, Nikita, Guntuku, Sharath Chandra, Eichstaedt, Johannes, Schwartz, H Andrew (2022) WWBP-SQT-lite: Multi-level Models and Difference Embeddings for Moments of Change Identification in Mental Health Forums. Proceedings of the Eighth Workshop on Computational Linguistics and Clinical Psychology pp. 251--258

“Ray” Zhang, Mingrui, Wen, He, Cui, Wenzhe, Zhu, Suwen, Andrew Schwartz, H, Bi, Xiaojun, Wobbrock, Jacob O (2021) AI-Driven Intelligent Text Correction Techniques for Mobile Text Entry. Artificial Intelligence for Human Computer Interaction: A Modern Approach pp. 131--168. Springer International Publishing

Oltmanns, Joshua R, Schwartz, H Andrew, Ruggero, Camilo, Son, Youngseo, Miao, Jiaju, Waszczuk, Monika, Clouston, Sean, Bromet, Evelyn, Luft, Benjamin, Kotov, Roman (2021) Artificial Intelligence Language Predictors of Two-Year Trauma-Related Outcomes. PsyArXiv PsyArXiv

Giorgi, Salvatore, Ungar, Lyle, Schwartz, H Andrew (2021) Characterizing Social Spambots by their Human Traits. Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 pp. 5148--5158

Zamani, Mohammadzaman, Schwartz, H. Andrew (2021) Contrastive Lexical Diffusion Coefficient: Quantifying the Stickiness of the Ordinary. WWW 2021: The 30th Annual Meeting of The Web Conference

Ganesan, Adithya V, Matero, Matthew, Ravula, Aravind Reddy, Vu, Huy, Schwartz, H Andrew (2021) Empirical Evaluation of Pre-trained Transformers for Human-Level NLP: The Role of Sample Size and Dimensionality. ACL-2021: The Annual Meeting of the Association for Computational Linguistics

Matero, Matthew, Soni, Nikita, Balasubramanian, Niranjan, Schwartz, H Andrew (2021) MeLT: Message-Level Transformer with Masked Document Representations as Pre-Training for Stance Detection. EMNLP-Findgins-2021: Proceedings of the 2021 Conference on Findings of Empirical Method of Natural Language Processing

Kjell, Oscar, Sikström, Sverker, Kjell, Katarina, Schwartz, H Andrew (2021) Natural Language Analyzed with AI-based Transformers Predict Traditional Well-Being Measures Approaching the Theoretical Upper Limits in Accuracy. PsyArXiv PsyArXiv

Ji, Tianchu, Jain, Shraddhan, Ferdman, Michael, Milder, Peter, Schwartz, H Andrew, Balasubramanian, Niranjan (2021) On the Distribution, Sparsity, and Inference-time Quantization of Attention Values in Transformers. ACL-Findings-2021

Kjell, Oscar, Schwartz, H Andrew, Giorgi, Salvatore (2021) Text: an R-package for analyzing and visualizing human language using natural language processing and deep learning. PsyArXiv PsyArXiv

Giorgi, Salvatore, Guntuku, Sharath Chandra, Eichstaedt, Johannes C, Pajot, Claire, Schwartz, H Andrew, Ungar, Lyle H (2021) Well-Being Depends on Social Comparison: Hierarchical Models of Twitter Language Suggest That Richer Neighbors Make You Less Happy. ICWSM-2021: Proceedings of the International AAAI Conference on Web and Social Media 15. pp. 1069--1074

Son, Youngseo, Clouston, Sean AP, Kotov, Roman, Eichstaedt, Johannes C, Bromet, Evelyn J, Luft, Benjamin J, Schwartz, H Andrew (2021) World Trade Center responders in their own words: Predicting PTSD symptom trajectories with AI-based language analyses of interviews. Psychological Medicine

Matero, Matthew, Schwartz, H Andrew (2020) Autoregressive Affective Language Forecasting: A Self-Supervised Task. Proceedings of the 28th International Conference on Computational Linguistics pp. 2913--2923

Eichstaedt, Johannes C, Kern, Margaret L, Yaden, David B, Schwartz, HA, Giorgi, Salvatore, Park, Gregory, Hagan, Courtney A, Tobolsky, Victoria, Smith, Laura K, Buffone, Anneke, others (2020) Closed-and Open-Vocabulary Approaches to Text Analysis: A Review, Quantitative Comparison, and Recommendations. Psychological Methods

Giorgi, Salvatore, Yaden, David B, Eichstaedt, Johannes C, Ashford, Robert D, Buffone, Anneke EK, Schwartz, H Andrew, Ungar, Lyle H, Curtis, Brenda (2020) Cultural differences in Tweeting about drinking across the US. International journal of environmental research and public health 17. (4). pp. 1125. Multidisciplinary Digital Publishing Institute

Santosh, Roshan, Schwartz, H, Eichstaedt, Johannes, Ungar, Lyle, Guntuku, Sharath Chandra (2020) Detecting Emerging Symptoms of COVID-19 using Context-based Twitter Embeddings. Proceedings of the 1st Workshop on NLP for COVID-19 (Part 2) at EMNLP 2020

Pongiglione, Benedetta, Kern, Margaret L, Carpentieri, J D, Schwartz, H Andrew, Gupta, Neelaabh, Goodman, Alissa (2020) Do children’s expectations about future physical activity predict their physical activity in adulthood?. International Journal of Epidemiology (dyaa131). IEA

Jaidka, Kokil, Giorgi, Salvatore, Schwartz, H Andrew, Kern, Margaret L, Ungar, Lyle H, Eichstaedt, Johannes C (2020) Estimating geographic subjective well-being from Twitter: A comparison of dictionary and data-driven language methods. Proceedings of the National Academy of Sciences 117. (19). pp. 10165--10171. National Academy of Sciences

Lynn, Veronica, Balasubramanian, Niranjan, Schwartz, H Andrew (2020) Hierarchical modeling for user personality prediction: The role of message-level attention. Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics pp. 5306--5316

Jaidka, Kokil, Eichstaedt, Johannes, Giorgi, Salvatore, Schwartz, H Andrew, Efron, Niv, Ungar, Lyle H (2020) Information-seeking vs. sharing: Which explains regional health? An analysis of Google Search and Twitter trends. Telematics and Informatics pp. 101540. Pergamon

Cui, Wenzhe, Zhu, Suwen, Zhang, Mingrui Ray, Schwartz, H Andrew, Wobbrock, Jacob O, Bi, Xiaojun (2020) JustCorrect: Intelligent Post Hoc Text Correction Techniques on Smartphones. Proceedings of the 33rd Annual ACM Symposium on User Interface Software and Technology pp. 487--499

Buechel, Sven, Sedoc, Joao, Schwartz, H Andrew, Ungar, Lyle (2020) Learning Emotion from 100 Observations: Unexpected Robustness of Deep Learning under Strong Data Limitations. Proceedings of the Third Workshop on Computational Modeling of People's Opinions, Personality, and Emotion's in Social Media (PEOPLES) pp. 26--37

Buechel, Sven, Sedoc, Joao, Schwartz, H Andrew, Ungar, Lyle (2020) Learning Emotion from 100 Observations: Unexpected Robustness of Deep Learning under Strong Data Limitations. Proceedings of the Third Workshop on Computational Modeling of People's Opinions, Personality, and Emotion's in Social Media pp. 129--139

Yaden, M, Yaden, D, Buffone, A, Eichstaedt, J, Crutchley, P, Smith, L, Cass, J, Callahan, C, Rosenthal, S, Ungar, L, others (2020) Linguistic analysis of empathy in medical school admission essays.. International Journal of Medical Education 11. pp. 186--190

Boyd, Ryan L, Schwartz, H Andrew (2020) Natural language analysis and the psychology of verbal behavior: The past, present, and future states of the field. Journal of Language and Social Psychology pp. 0261927X20967028. SAGE Publications Sage CA: Los Angeles, CA

Shah, Deven Santosh, Schwartz, H. Andrew, Hovy, Dirk (2020) Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview. Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL-2020). pp. 5248--5264

Abebe, Rediet, Giorgi, Salvatore, Tedijanto, Anna, Buffone, Anneke, Schwartz, H Andrew (2020) Quantifying Community Characteristics of Maternal Mortality Using Social Media. Proceedings of The Web Conference 2020 (WWW-2020) pp. 2976--2983

Greenberg, David M, Matz, Sandra C, Schwartz, H Andrew, Fricke, Kai R (2020) The self-congruity effect of music.. Journal of Personality and Social Psychology American Psychological Association

Zamani, Mohammadzaman, Schwartz, H Andrew, Eichstaedt, Johannes, Guntuku, Sharath Chandra, Ganesan, Adithya Virinchipuram, Clouston, Sean, Giorgi, Salvatore (2020) Understanding Weekly COVID-19 Concerns through Dynamic Content-Specific LDA Topic Modeling. Proceedings of the Fourth Workshop on Natural Language Processing and Computational Social Science pp. 193--198

Griffis, Heather, Asch, David A, Schwartz, H Andrew, Ungar, Lyle, Buttenheim, Alison M, Barg, Frances K, Mitra, Nandita, Merchant, Raina M (2020) Using social media to track geographic variability in language about diabetes: Infodemiology analysis. JMIR diabetes 5. (1). pp. e14431. JMIR Publications Inc., Toronto, Canada

Guntuku, Sharath Chandra, Schwartz, H Andrew, Kashyap, Adarsh, Gaulton, Jessica S, Stokes, Daniel C, Asch, David A, Ungar, Lyle H, Merchant, Raina M (2020) Variability in language used on social media prior to hospital visits. Scientific reports 10. (1). pp. 1--9. Nature Publishing Group

Giorgi, Salvatore, Lynn, Veronica E, Gupta, Keshav, Ahmed, Farhan, Matz, Sandra, Ungar, Lyle H, Schwartz, H Andrew (2019) Correcting Sociodemographic Selection Biases for Population Prediction from Social Media. Proceedings of the International AAAI Conference on Web and Social Media 13. (01). pp. 214-224

Merchant, Raina M, Asch, David A, Crutchley, Patrick, Ungar, Lyle H, Guntuku, Sharath C, Eichstaedt, Johannes C, Hill, Shawndra, Padrez, Kevin, Smith, Robert J, Schwartz, H Andrew (2019) Evaluating the predictability of medical conditions from social media posts. PLoS One 14. (6). pp. e0215476. Public Library of Science

Matz, Sandra C, Menges, Jochen I, Stillwell, David J, Schwartz, H Andrew (2019) Predicting individual-level income from Facebook profiles. PloS one 14. (3). pp. e0214369. Public Library of Science

Matero, Matthew, Idnani, Akash, Son, Youngseo, Giorgi, Sal, Vu, Huy, Zamani, Mohammad, Limbachiya, Parth, Guntuku, Sharath Chandra, Schwartz, H Andrew (2019) Suicide Risk Assessment with Multi-level Dual-Context Language and BERT. Proceedings of the Sixth Workshop on Computational Linguistics and Clinical Psychology pp. 39--44

Sun, Jessie, Schwartz, H Andrew, Son, Youngseo, Kern, Margaret L, Vazire, Simine (2019) The Language of Well-Being: Tracking Fluctuations in Emotion Experience through Everyday Speech. Journal of Personality and Social Psychology American Psychological Association

Hill, Shawndra, Colas, Anthony, Schwartz, H Andrew, Burtch, Gordon (2019) TV Ad Events and Digital Search: On the Selection of Outcome Measures. 2019 IEEE International Conference on Big Data (Big Data) pp. 3518--3528

Lynn, Veronica, Giorgi, Salvatore, Balasubramanian, Niranjan, Schwartz, H Andrew (2019) Tweet Classification without the Tweet: An Empirical Examination of User versus Document Attributes. Proceedings of the Third Workshop on Natural Language Processing and Computational Social Science pp. 18--28

Abebe, Rediet, Hill, Shawndra, Vaughan, Jennifer Wortman, Small, Peter M, Schwartz, H Andrew (2019) Using Search Queries to Understand Health Information Needs in Africa. Proceedings of the Thirteenth International Conference on Web and Social Media 13(1)

Curtis, Brenda, Giorgi, Salvatore, Buffone, Anneke EK, Ungar, Lyle H, Ashford, Robert D, Hemmons, Jessie, Summers, Dan, Hamilton, Casey, Schwartz, H Andrew (2018) Can Twitter be used to predict county excessive alcohol consumption rates?. PloS one 13. (4). pp. e0194290. Public Library of Science

Son, Youngseo, Bayas, Nipun, Schwartz, H Andrew (2018) Causal Explanation Analysis on Social Media. Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing. pp. 350--3359

Lynn, Veronica, Goodman, Alissa, Niederhoffer, Kate, Loveys, Kate, Resnik, Philip, Schwartz, H Andrew (2018) CLPsych 2018 Shared Task: Predicting Current and Future Psychological Health from Childhood Essays. Proceedings of the Fifth Workshop on Computational Linguistics and Clinical Psychology: From Keyboard to Clinic pp. 37--46

Eichstaedt, Johannes C, Smith, Robert J, Merchant, Raina M, Ungar, Lyle H, Crutchley, Patrick, Preo\ctiuc-Pietro, Daniel, Asch, David A, Schwartz, H Andrew (2018) Facebook language predicts depression in medical records. Proceedings of the National Academy of Sciences 115. (44). pp. 11203--11208. National Academy of Sciences

Jaidka, Kokil, Guntuku, Sharath Chandra, Buffone, Anneke, Schwartz, H Andrew, Ungar, Lyle H (2018) Facebook vs. Twitter: Cross-Platform Differences in Self-disclosure and Trait Prediction.

Rouhizadeh, Masoud, Jaidka, Kokil, Smith, Laura, Schwartz, H Andrew, Buffone, Anneke, Ungar, Lyle (2018) Identifying Locus of Control in Social Media Language. Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing pp. 1146--1152

Kulkarni, Vivek, Kern, Margaret L, Stillwell, David, Kosinski, Michal, Matz, Sandra, Ungar, Lyle, Skiena, Steven, Schwartz, H Andrew (2018) Latent Human Traits in the Language of Social Media: An Open-Vocabulary Approach. PLoS One

Eichstaedt, J, Schwartz, H Andrew, Giorgi, Salvatore, Kern, Margaret L, Park, Gregory, Sap, Maarten, Labarthe, Darwin R, Larson, Emily E, Seligman, Martin, Ungar, Lyle H, others (2018) More Evidence that Twitter Language Predicts Heart Disease: A Response and Replication. PsyArXiv PsyArXiv

Zamani, Mohammadzaman, Buffone, Anneke, Schwartz, H Andrew (2018) Predicting Human Trustfulness from Facebook Language. Proceedings of the Fifth Workshop on Computational Linguistics and Clinical Psychology: From Keyboard to Clinic pp. 174--181

Clifton, Jeremy DW, Baker, Joshua D, Park, Crystal L, Yaden, David B, Clifton, Alicia BW, Terni, Paolo, Miller, Jessica L, Zeng, Guang, Giorgi, Salvatore, Schwartz, H Andrew, others (2018) Primal world beliefs.. Psychological assessment

Zamani, Mohammadzaman, Schwartz, H Andrew, Lynn, Veronica E, Giorgi, Salvatore, Balasubramanian, Niranjan (2018) Residualized Factor Adaptation for Community Social Media Prediction Tasks. Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing pp. 3560--3569

Giorgi, Salvatore, Preotiuc-Pietro, Daniel, Buffone, Anneke, Rieman, Daniel, Ungar, Lyle H, Schwartz, H Andrew (2018) The Remarkable Benefit of User-Level Aggregation for Lexical-based Population-Level Predictions. Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processin pp. 1167--1172

Schwartz, H Andrew, Rouhizadeh, Masoud, Bishop, Michael, Tetlock, Philip, Mellers, Barbara, Ungar, Lyle (2017) Assessing Objective Recommendation Quality through Political Forecasting. Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing pp. 2348--2357

Youyou, Wu, Stillwell, David, Schwartz, H Andrew, Kosinski, Michal (2017) Birds of a feather do flock together: behavior-based personality-assessment method reveals personality similarity among couples and friends. Psychological science 28. (3). pp. 276--284. SAGE Publications Sage CA: Los Angeles, CA

Schwartz, H Andrew, Giorgi, Salvatore, Sap, Maarten, Crutchley, Patrick, Ungar, Lyle, Eichstaedt, Johannes (2017) DLATK: Differential Language Analysis ToolKit. Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing: System Demonstrations pp. 55--60

Rieman, Daniel, Jaidka, Kokil, Schwartz, H Andrew, Ungar, Lyle (2017) Domain Adaptation from User-level Facebook Models to County-level Twitter Predictions. Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 1: Long Papers) 1. pp. 764--773

Lynn, Veronica, Son, Youngseo, Kulkarni, Vivek, Balasubramanian, Niranjan, Schwartz, H Andrew (2017) Human Centered NLP with User-Factor Adaptation. Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing pp. 1146--1155

Almodaresi, Fatemeh, Ungar, Lyle, Kulkarni, Vivek, Zakeri, Mohsen, Giorgi, Salvatore, Schwartz, H Andrew (2017) On the Distribution of Lexical Features at Multiple Levels of Analysis. Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) 2. pp. 79--84

Son, Youngseo, Buffone, Anneke, Raso, Joe, Larche, Allegra, Janocko, Anthony, Zembroski, Kevin, Schwartz, H Andrew, Ungar, Lyle (2017) Recognizing Counterfactual Thinking in Social Media Texts. Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) 2. pp. 654--658

Carpenter, Jordan, Crutchley, Patrick, Zilca, Ran D, Schwartz, H Andrew, Smith, Laura K, Cobb, Angela M, Parks, Acacia C (2017) Seeing the" Big" Picture: Big Data Methods for Exploring Relationships Between Usage, Language, and Outcome in Internet Intervention Data (vol 18, e241, 2016). Journal of Medical Internet Research 19. (12). JMIR PUBLICATIONS, INC 59 WINNERS CIRCLE, TORONTO, ON M4L 3Y7, CANADA

Yaden, David B, Eichstaedt, Johannes C, Kern, Margaret L, Smith, Laura K, Buffone, Anneke, Stillwell, David J, Kosinski, Michal, Ungar, Lyle H, Seligman, Martin EP, Schwartz, H Andrew (2017) The Language of Religious Affiliation: Social, Emotional, and Cognitive Differences. Social Psychological and Personality Science pp. 1948550617711228. SAGE Publications Sage CA: Los Angeles, CA

Yaden, David B, Le Nguyen, Khoa D, Kern, Margaret L, Wintering, Nancy A, Eichstaedt, Johannes C, Schwartz, H Andrew, Buffone, Anneke EK, Smith, Laura K, Waldman, Mark R, Hood Jr, Ralph W, others (2017) The noetic quality: A multimethod exploratory study.. Psychology of Consciousness: Theory, Research, and Practice 4. (1). pp. 54. US: Educational Publishing Foundation

Zamani, Mohammadzaman, Schwartz, H Andrew (2017) Using Twitter Language to Predict the Real Estate Market. Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers 2. pp. 28--33

Smith, Robert J, Crutchley, Patrick, Schwartz, H Andrew, Ungar, Lyle, Shofer, Frances, Padrez, Kevin A, Merchant, Raina M (2017) Variations in facebook posting patterns across validated patient health conditions: A prospective cohort study. Journal of medical Internet research 19. (1). JMIR Publications Inc.

Smith, Laura, Giorgi, Salvatore, Solanki, Rishi, Eichstaedt, Johannes, Schwartz, H. Andrew, Abdul-Mageed, Muhammad, Buffone, Anneke, Ungar, Lyle (2016) Does ‘well-being’ translate on Twitter?. Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing pp. 2042--2047

Kern, Margaret L, Park, Gregory, Eichstaedt, Johannes C, Schwartz, H Andrew, Sap, Maarten, Smith, Laura K, Ungar, Lyle H (2016) Gaining insights from social media language: Methodologies and challenges.. Psychological methods 21. (4). pp. 507. US: American Psychological Association

Preotiuc-Pietro, Daniel, Schwartz, H Andrew, Park, Gregory, Eichstaedt, Johannes C, Kern, Margaret, Ungar, Lyle, Shulman, Elizabeth P (2016) Modelling Valence and Arousal in Facebook posts. Proceedings of the Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA), NAACL.

Schwartz, H ANDREW, Sap, MAARTEN, Kern, MARGARET L, Eichstaedt, JOHANNES C, Kapelner, ADAM, Agrawal, MEGHA, Blanco, EDUARDO, Dziurzynski, LUKASZ, Park, GREGORY, Stillwell, DAVID, others (2016) Predicting individual well-being through the language of social media. Biocomputing 2016: Proceedings of the Pacific Symposium pp. 516--527

Carpenter, Jordan, Crutchley, Patrick, Zilca, Ran D, Schwartz, H Andrew, Smith, Laura K, Cobb, Angela M, Parks, Acacia C (2016) Seeing the “big” picture: big data methods for exploring relationships between usage, language, and outcome in internet intervention data. Journal of medical Internet research 18. (8). JMIR Publications Inc.

Coppersmith, Glen, Hollingshead, Kristy, Schwartz, H Andrew, Ireland, Molly, Resnik, Rebecca, Loveys, Kate, Foreman, April, Ingraham, Loring (2016) The clinical panel: Leveraging psychological expertise during NLP research. Proceedings of the First Workshop on NLP and Computational Social Science pp. 132--137

Sinnenberg, Lauren, DiSilvestro, Christie L, Mancheno, Christina, Dailey, Karl, Tufts, Christopher, Buttenheim, Alison M, Barg, Fran, Ungar, Lyle, Schwartz, H, Brown, Dana, others (2016) Twitter as a potential data source for cardiovascular disease research. JAMA cardiology 1. (9). pp. 1032--1036. American Medical Association

Rouhizadeh, Masoud, Ungar, Lyle, Buffone, Anneke, Schwartz, H. Andrew (2016) Using Syntactic and Semantic Context to Explore Psychodemographic Differences in Self-reference. Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing pp. 2054--2059

Ranard, Benjamin L, Werner, Rachel M, Antanavicius, Tadas, Schwartz, H Andrew, Smith, Robert J, Meisel, Zachary F, Asch, David A, Ungar, Lyle H, Merchant, Raina M (2016) What can Yelp teach us about measuring hospital quality?. Health affairs (Project Hope) 35. (4). pp. 697. NIH Public Access

Park, Gregory, Yaden, David Bryce, Schwartz, H. Andrew, Kern, Margaret L., Eichstaedt, Johannes C., Kosinski, Michael, Stillwell, David, Ungar, Lyle H., Seligman, Martin E. P. (2016) Women are Warmer but No Less Assertive than Men: Gender and Language on Facebook. PLoS ONE 11. (5). pp. e0155885

Ranard, Benjamin L, Werner, Rachel M, Antanavicius, Tadas, Schwartz, H Andrew, Smith, Robert J, Meisel, Zachary F, Asch, David A, Ungar, Lyle H, Merchant, Raina M (2016) Yelp Reviews Of Hospital Care Can Supplement And Inform Traditional Surveys Of The Patient Experience Of Care. Health Affairs 35. (4). pp. 697--705. Project HOPE-The People-to-People Health Foundation, Inc.

Ireland, Molly E, Chen, Qijia, Schwartz, H Andrew, Ungar, Lyle H, Albarracin, Dolores (2015) Action Tweets Linked to Reduced County-Level HIV Prevalence in the United States: Online Messages and Structural Determinants. AIDS and Behavior pp. 1--9. Springer US

Park, Gregory, Schwartz, H Andrew, Eichstaedt, Johannes C, Kern, Margaret L, Kosinski, Michal, Stillwell, David J, Ungar, Lyle H, Seligman, Martin EP (2015) Automatic personality assessment through social media language.. Journal of personality and social psychology 108. (6). pp. 934. American Psychological Association

Park, Gregory, Schwartz, H Andrew, Eichstaedt, Johannes C, Kern, Margaret L, Kosinski, Michal, Stillwell, David J, Ungar, Lyle H, Seligman, Martin EP (2015) Automatic personality assessment through social media language.. Journal of personality and social psychology 108. (6). pp. 934. American Psychological Association

Schwartz, H Andrew, Ungar, Lyle H (2015) Data-Driven Content Analysis of Social Media A Systematic Overview of Automated Methods. The ANNALS of the American Academy of Political and Social Science 659. (1). pp. 78--94. SAGE Publications

Schwartz, H Andrew, Park, Gregory J, Sap, Maarten, Weingarten, Evan, Eichstaedt, Johannes, Kern, Margaret L, Stillwell, David, Kosinski, Michal, Berger, Jonah, Seligman, Martin, others (2015) Extracting Human Temporal Orientation in Facebook Language. NAACL-2015: Conference of the North American Chapter of the Association for Computational Linguistics.

Ireland, Molly E, Schwartz, H Andrew, Chen, Qijia, Ungar, Lyle H, Albarrac\'\in, Dolores (2015) Future-oriented tweets predict lower county-level HIV prevalence in the United States.. Health Psychology 34. (S). pp. 1252. American Psychological Association

Padrez, Kevin A, Ungar, Lyle, Schwartz, Hansen Andrew, Smith, Robert J, Hill, Shawndra, Antanavicius, Tadas, Brown, Dana M, Crutchley, Patrick, Asch, David A, Merchant, Raina M (2015) Linking social media and medical record data: a study of adults presenting to an academic, urban emergency department. BMJ quality & safety pp. bmjqs--2015. BMJ Publishing Group Ltd

Park, Gregory, Schwartz, H Andrew, Sap, Maarten, Kern, Margaret L, Weingarten, Evan, Eichstaedt, Johannes C, Berger, Jonah, Stillwell, David J, Kosinski, Michal, Ungar, Lyle H, others (2015) Living in the Past, Present, and Future: Measuring Temporal Orientation with Language. Journal of personality

Preotiuc-Pietro, Daniel, Sap, Maarten, Schwartz, H Andrew, Ungar, Lyle (2015) Mental illness detection at the World Well-Being Project for the CLPsych 2015 shared task. NAACL HLT 2015 pp. 40

Eichstaedt, Johannes C, Schwartz, Hansen Andrew, Kern, Margaret L, Park, Gregory, Labarthe, Darwin R, Merchant, Raina M, Jha, Sneha, Agrawal, Megha, Dziurzynski, Lukasz A, Sap, Maarten, others (2015) Psychological language on Twitter predicts county-level heart disease mortality. Psychological science 26. (2). pp. 159--169. SAGE Publications

Yaden, David B, Eichstaedt, Johannes C, Schwartz, H Andrew, Kern, Margaret L, Le Nguyen, Khoa D, Wintering, Nancy A, Hood Jr, Ralph W, Newberg, Andrew B (2015) The Language of Ineffability: Linguistic Analysis of Mystical Experiences.. Educational Publishing Foundation Educational Publishing Foundation

Preotiuc-Pietro, Daniel, Eichstaedt, Johannes, Park, Gregory, Sap, Maarten, Smith, Laura, Tobolsky, Victoria, Schwartz, H Andrew, Ungar, Lyle (2015) The role of personality, age and gender in tweeting about mental illnesses. NAACL HLT 2015 pp. 21

Wong, Charlene A, Sap, Maarten, Schwartz, H Andrew, Town, Robert, Baker, Tom, Ungar, Lyle, Merchant, Raina M (2015) Twitter sentiment predicts Affordable Care Act marketplace enrollment. Journal of medical Internet research 17. (2). JMIR Publications Inc.

Weeg, Christopher, Schwartz, H Andrew, Hill, Shawndra, Merchant, Raina M, Arango, Catalina, Ungar, Lyle (2015) Using Twitter to measure public discussion of diseases: a case study. JMIR Public Health and Surveillance 1. (1). pp. e6. JMIR Publications Inc., Toronto, Canada

Sap, Maarten, Park, Gregory, Eichstaedt, Johannes, Kern, Margaret, Stillwell, David, Kosinski, Michal, Ungar, Lyle, Schwartz, H. Andrew (2014) Developing Age and Gender Predictive Lexica over Social Media. Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP) pp. 1146--1151

Kern, Margaret L, Eichstaedt, Johannes C, Schwartz, H Andrew, Park, Gregory, Ungar, Lyle H, Stillwell, David J, Kosinski, Michal, Dziurzynski, Lukasz, Seligman, Martin EP (2014) From “Sooo excited!!!” to “So proud”: Using language to study development.. Developmental psychology 50. (1). pp. 178. American Psychological Association

Merchant, Raina M, Ha, Yoonhee P, Wong, Charlene A, Schwartz, H Andrew, Sap, Maarten, Ungar, Lyle H, Asch, David A (2014) The 2013 US government shutdown (\# Shutdown) and health: An emerging role for social media. American journal of public health 104. (12). pp. 2248--2250. American Public Health Association

Kern, Margaret L, Eichstaedt, Johannes C, Schwartz, H Andrew, Dziurzynski, Lukasz, Ungar, Lyle H, Stillwell, David J, Kosinski, Michal, Ramones, Stephanie M, Seligman, Martin EP (2014) The online social self an open vocabulary approach to personality. Assessment 21. (2). pp. 158--169. SAGE Publications

Schwartz, H Andrew, Eichstaedt, Johannes, Kern, Margaret L, Park, Gregory, Sap, Maarten, Stillwell, David, Kosinski, Michal, Ungar, Lyle (2014) Towards assessing changes in degree of depression through facebook. Proceedings of the Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality pp. 118--125

Schwartz, H Andrew, Eichstaedt, Johannes C, Kern, Margaret L, Dziurzynski, Lukasz, Lucas, Richard E, Agrawal, Megha, Park, Gregory J, Lakshmikanth, Shrinidhi K, Jha, Sneha, Seligman, Martin EP, others (2013) Characterizing Geographic Variation in Well-Being Using Tweets.. 7th Annual AAAI International Conference on Web and Social Media (ICWSM-2013 13. pp. 583--591

Schwartz, H Andrew, Eichstaedt, Johannes, Dziurzynski, Lukasz, Blanco, Eduardo, Kern, Margaret L, Ramones, Stephanie, Seligman, Martin, Ungar, Lyle (2013) Choosing the right words: Characterizing and reducing error of the word count approach. Atlanta, Georgia, USA pp. 296

Schwartz, H Andrew, Eichstaedt, Johannes C, Kern, Margaret L, Dziurzynski, Lukasz, Ramones, Stephanie M, Agrawal, Megha, Shah, Achal, Kosinski, Michal, Stillwell, David, Seligman, Martin EP, others (2013) Personality, gender, and age in the language of social media: The open-vocabulary approach. PloS one 8. (9). pp. e73791. Public Library of Science

Schwartz, Hansen Andrew, Eichstaedt, Johannes C, Dziurzynski, Lukasz, Kern, Margaret L, Blanco, Eduardo, Kosinski, Michal, Stillwell, David, Seligman, Martin EP, Ungar, Lyle H (2013) Toward Personality Insights from Language Exploration in Social Media.. AAAI Spring Symposium: Analyzing Microtext

Schwartz, Hansen Andrew, Gomez, Fernando, Ungar, Lyle H (2012) Improving Supervised Sense Disambiguation with Web-Scale Selectors.. COLING pp. 2423--2440

Kapelner, Adam, Kaliannan, Krishna, Schwartz, Hansen Andrew, Ungar, Lyle H, Foster, Dean P (2012) New Insights from Coarse Word Sense Disambiguation in the Crowd.. COLING (Posters) pp. 539--548

Jha, Sneha, Schwartz, H Andrew, Ungar, Lyle H (2012) Penn: using word similarities to better estimate sentence similarity. Proceedings of the First Joint Conference on Lexical and Computational Semantics-Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation pp. 679--683

Schwartz, Hansen A, Gomez, Fernando (2011) Evaluating semantic metrics on tasks of concept similarity. Cross-Disciplinary Advances in Applied Natural Language Processing: Issues and Approaches: Issues and Approaches pp. 324. IGI Global

Schwartz, Hansen A (2011) The Acquisition of Lexical Knowledge from the Web for Aspects of Semantic Interpretation. University of Central Florida Orlando, Florida

Schwartz, Hansen A, Gomez, Fernando (2010) UCF-WS: domain word sense disambiguation using web selectors. Proceedings of the 5th International Workshop on Semantic Evaluation pp. 392--395

Schwartz, Hansen A, Gomez, Fernando (2009) Acquiring applicable common sense knowledge from the web. Proceedings of the Workshop on Unsupervised and Minimally Supervised Learning of Lexical Semantics pp. 1--9

Malin, Jane T, Millward, Christopher, Schwartz, Hansen A, Gomez, Fernando, Throop, David R, Thronesbery, Carroll (2009) Linguistic text mining for problem reports. Systems, Man and Cybernetics, 2009. SMC 2009. IEEE International Conference on pp. 1578--1583

Schwartz, Hansen A, Gomez, Fernando (2009) Using web selectors for the disambiguation of all words. Proceedings of the Workshop on Semantic Evaluations: Recent Achievements and Future Directions pp. 28--36

Schwartz, Hansen Andrew, Gomez, Fernando, Millward, Christopher (2008) A Semantic Feature for Verbal Predicate and Semantic Role Labeling Using SVMs.. FLAIRS Conference pp. 213--218

Schwartz, Hansen A, Gomez, Fernando (2008) Acquiring knowledge from the web to be used as selectors for noun sense disambiguation. Proceedings of the Twelfth Conference on Computational Natural Language Learning pp. 105--112

Schwartz, Hansen (2006) Evolving Chord Progressions as Neural Networks.