Jenn Wortman Vaughan, Some Very Human Challenges in Responsible AI
Berkeley Dietvorst, Aligning algorithms with people's prediction preferences
Krzysztof Gajos, Human Cognitive (Dis)Engagement During AI-Assisted Decision Making
Danny Oppenheimer, Decision Science the Age of Augmented Cognition
Marc Berman, Using Theory, Sensors, and Machines to Quantify the Nature of Social Interactions
Towards Human-Centered AI: Understanding and Improving Human Decision Making through Explanations.
Three Lessons Towards Human-Centered Explanations. Keynote at the Artificial Intelligence & Human Computer Interaction workshop at ICML 2023.
The Future of AI is Human-Centered. Keynote at the Research Day at the Governors State University, 2023.
Towards Human-Centered Explanations of AI Predictions.
Tutorial on Human-Centered Evaluation of Explanations. NAACL 2022.
Towards Human-Centered Explanations of AI Predictions.
Language, Information, and Decision Making.
Why are Explanations Falling Short of their Promises? AAAI workshop on Explainable Agency in Artificial Intelligence. 2022.
Towards Human-Centered AI: Complementing Humans with AI. The Academic Fringe Festival on Designing at Scale with Human-AI Collaboration. 2022.
Characterizing the ``Value'' of Information, Toyota Technological Institute, 2021
Towards Human-Centered AI: Harnessing Explanations to Improve Human Decision Making
Towards Human-Centered AI: Harnessing Explanations to Improve Human Decision Making in Discovery Tasks, the second ELLIS HCML workshp at ICLR, 2021
Towards Human-Centered AI: Understanding Human Production and Consumption of Explanations
Towards Human-Centered AI: Understanding Language in Social Contexts
Towards Human-Centered AI: Harness AI to Improve Human Decision Making
Towards Human-Centered AI: Opportunities and Challenges for Natural Language Processing in Policy, Deploying Machine Learning Tools for Public Policy Impact, APPAM pre-conference workshop, 2019
The Promise of Human-centered AI for Addressing Challenges in Literacy, Facebook, 2019
Towards Human-Centered AI: Understanding Language in Social Contexts, ASAPP, 2019
The Future of Brand Engagement: Community, Trust and Digital Discourse, Reddit, 2018
Towards Understanding and Generating Language for Effective Social Interaction
It Takes Two to Tango: Understanding the Effects of Wording through Online Interactions
Wandering Individuals and Emerging Communities in a World of Communities
Winning arguments: Interaction dynamics and persuasion strategies in good-faith online discussions
Characterizing the Ecosystems of Ideas in Texts[(long version)]
Guest lecture on "Computational Pragmatics" in CSEP 517
Phrasing Matters: An Interactive Session on Message Virality Based on Twitter
Online Social Interactions: A Lens on Humans and a World for Humans
It takes two to tango: Understanding the effects of language via "natural experiments"
More than Accuracy: Interpretability
User-level Sentiment Analysis Incorporating Social Networks
Talk it up or play it down? (Un)expected correlations between (de-)emphasis and recurrence of discussion points in consequential U.S. economic policy meetings at Text as Data 2016
Winning Arguments: Interaction Dynamics and Persuasion Strategies in Good-faith Online Discussions at WWW 2016
Lost in Propagation? Unfolding News Cycles from the Source at ICWSM 2016
All Who Wander: On the Prevalence and Characteristics of Multi-community Engagement at WWW 2015
The effect of wording on message propagation: Topic- and author-controlled natural experiments on Twitter at ACL 2014
On the Interplay between Social and Topical Structure at ICWSM 2013
Instant Foodie: Predicting Expert Ratings From Grassroots at CIKM 2013
To Each His Own: Personalized Content Selection based on Text Comprehensibility at WSDM 2012
User-level Sentiment Analysis Incorporating Social Networks at KDD 2011
Social Action Tracking via Noise Tolerant Time-varying Factor Graphs at KDD 2010