Desmond Upton Patton

According to our database, Desmond Upton Patton authored at least 21 papers between 2013 and 2024.

Collaborative distances:

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

2024

Harnessing the Power of Machine Learning and Electronic Health Records to Support Child Abuse and Neglect Identification in Emergency Department Settings.

Aviv Y. Landau, Ashley Blanchard, Paritosh Kulkarni, Shahad Althobaiti, Betina Idnay, Desmond Upton Patton, Kenrick Cato, Maxim Topaz

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

2023

Applying Reflexivity to Artificial Intelligence for Researching Marginalized Communities and Real-World Problems.

Nathan Aguilar, Aviv Landau, Siva Mathiyazhagan, Alex Auyeung, Sarah Dillard, Desmond Patton

Proceedings of the 56th Hawaii International Conference on System Sciences, 2023

Evaluation of African American Language Bias in Natural Language Generation.

Nicholas Deas, Jessica Grieser, Shana Kleiner, Desmond Patton, Elsbeth Turcan, Kathleen R. McKeown

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

Developing machine learning-based models to help identify child abuse and neglect: key ethical challenges and recommended solutions.

Aviv Y. Landau, Susi Ferrarello, Ashley Blanchard, Kenrick Cato, Nia Atkins, Stephanie Salazar, Desmond Upton Patton, Maxim Topaz

J. Am. Medical Informatics Assoc., 2022

Considerations for development of child abuse and neglect phenotype with implications for reduction of racial bias: a qualitative study.

Aviv Y. Landau, Ashley Blanchard, Kenrick Cato, Nia Atkins, Stephanie Salazar, Desmond Upton Patton, Maxim Topaz

J. Am. Medical Informatics Assoc., 2022

Mitigating Covertly Unsafe Text within Natural Language Systems.

Alex Mei, Anisha Kabir, Sharon Levy, Melanie Subbiah, Emily Allaway, John Judge, Desmond Patton, Bruce Bimber, Kathleen R. McKeown, William Yang Wang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

SafeText: A Benchmark for Exploring Physical Safety in Language Models.

Sharon Levy, Emily Allaway, Melanie Subbiah, Lydia B. Chilton, Desmond Patton, Kathleen R. McKeown, William Yang Wang

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2020

Social work thinking for UX and AI design.

Desmond Upton Patton

Interactions, 2020

Contextual Analysis of Social Media: The Promise and Challenge of Eliciting Context in Social Media Posts with Natural Language Processing.

Desmond Upton Patton, William R. Frey, Kyle A. McGregor, Fei-Tzin Lee, Kathleen R. McKeown, Emanuel Moss

Proceedings of the AIES '20: AAAI/ACM Conference on AI, 2020

2019

Multimodal Social Media Analysis for Gang Violence Prevention.

Philipp Blandfort, Desmond Upton Patton, William R. Frey, Svebor Karaman, Surabhi Bhargava, Fei-Tzin Lee, Siddharth Varia, Chris Kedzie, Michael B. Gaskell, Rossano Schifanella, Kathleen R. McKeown, Shih-Fu Chang

Proceedings of the Thirteenth International Conference on Web and Social Media, 2019

Annotating Social Media Data From Vulnerable Populations: Evaluating Disagreement Between Domain Experts and Graduate Student Annotators.

Desmond Patton, Philipp Blandfort, William R. Frey, Michael B. Gaskell, Svebor Karaman

Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019

Detecting and Reducing Bias in a High Stakes Domain.

Ruiqi Zhong, Yanda Chen, Desmond Patton, Charlotte Selous, Kathy McKeown

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

Expressions of loss predict aggressive comments on Twitter among gang-involved youth in Chicago.

Desmond Upton Patton, Owen Rambow, Jonathan Auerbach, Kevin Li, William R. Frey

npj Digit. Medicine, 2018

An Overview of Computational Approaches for Analyzing Interpretation.

Philipp Blandfort, Jörn Hees, Desmond Upton Patton

CoRR, 2018

Detecting Gang-Involved Escalation on Social Media Using Context.

Serina Chang, Ruiqi Zhong, Ethan Adams, Fei-Tzin Lee, Siddharth Varia, Desmond Patton, William R. Frey, Chris Kedzie, Kathy McKeown

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

2017

Gang violence on the digital street: Case study of a South Side Chicago gang member's Twitter communication.

Desmond Upton Patton, Jeffrey Lane, Patrick Leonard, Jamie Macbeth, Jocelyn R. Smith Lee

New Media Soc., 2017

2016

Using Natural Language Processing and Qualitative Analysis to Intervene in Gang Violence: A Collaboration Between Social Work Researchers and Data Scientists.

Desmond Upton Patton, Kathleen R. McKeown, Owen Rambow, Jamie Macbeth

CoRR, 2016

Sticks, stones and Facebook accounts: What violence outreach workers know about social media and urban-based gang violence in Chicago.

Desmond Upton Patton, Robert D. Eschmann, Caitlin Elsaesser, Eddie Bocanegra

Comput. Hum. Behav., 2016

Automatically Processing Tweets from Gang-Involved Youth: Towards Detecting Loss and Aggression.

Terra Blevins, Robert Kwiatkowski, Jamie Macbeth, Kathleen R. McKeown, Desmond Upton Patton, Owen Rambow

Proceedings of the COLING 2016, 2016

2014

Social media as a vector for youth violence: A review of the literature.

Desmond Upton Patton, Jun Sung Hong, Megan Ranney, Sadiq Patel, Caitlin Kelley, Robert D. Eschmann, Tyreasa Washington

Comput. Hum. Behav., 2014

2013

Internet banging: New trends in social media, gang violence, masculinity and hip hop.

Desmond Upton Patton, Robert D. Eschmann, Dirk A. Butler

Comput. Hum. Behav., 2013