Learning Global Proliferation Expertise Evolution using AI-Driven Analytics and Public Information
Glenski, Maria and Ayton, Ellyn and Soni, Sannisth and Saldanha, Emily and Arendt, Dustin and Quiter, Brian and Cooper, Ren and Volkova, Svitlana
IEEE Transactions on Nuclear Science

Paper

Foundation Models of Scientific Knowledge for Chemistry: Opportunities, Challenges and Lessons Learned
Horawalavithana, Sameera and Ayton, Ellyn and Sharma, Shivam and Howland, Scott and Subramanian, Megha and Vasquez, Scott and Cosbey, Robin and Glenski, Maria and Volkova, Svitlana
Proceedings of BigScience Episode #5 -- Workshop on Challenges & Perspectives in Creating Large Language Models

Paper

Adjusting for confounders with text: Challenges and an empirical evaluation framework for causal inference
Weld, Galen and West, Peter and Glenski, Maria and Arbour, David and Rossi, Ryan A and Althoff, Tim
Proceedings of the International AAAI Conference on Web and Social Media

Paper

EXPERT: Public Benchmarks for Dynamic Heterogeneous Academic Graphs
Horawalavithana, Sameera and Ayton, Ellyn and Usenko, Anastasiya and Sharma, Shivam and Eshun, Jasmine and Cosbey, Robin and Glenski, Maria and Volkova, Svitlana
Proceedings of the Workshop on Graph Learning Benchmarks (GLB) at The WebConf (WWW) 2022

Paper

Unsupervised Keyphrase Extraction via Interpretable Neural Networks
Joshi, Rishabh and Balachandran, Vidhisha and Saldanha, Emily and Glenski, Maria and Volkova, Svitlana and Tsvetkov, Yulia
arXiv preprint arXiv:2203.07640

Paper

Graph comparison for causal discovery
Cottam, Joseph and Glenski, Maria and Shaw, Yi and Rabello, Ryan and Golding, Austin and Volkova, Svitlana and Arendt, Dustin
Visualization in Data Science (VDS 21)

Paper

Robustness and Validation of Model and Digital Twins Deployment
Stracuzzi, David John and Shafer, Jenifer and Volkova, Svitana and Ray, Jaideep and Pullum, Laura and Barone, Matt and Kramer, Sharlotte and Ratner, Dan and Glenski, Maria and Huang, Andy

Paper

Explaining and predicting human behavior and social dynamics in simulated virtual worlds: reproducibility, generalizability, and robustness of causal discovery methods
Volkova, Svitlana and Arendt, Dustin and Saldanha, Emily and Glenski, Maria and Ayton, Ellyn and Cottam, Joseph and Aksoy, Sinan and Jefferson, Brett and Shrivaram, Karthnik
Computational and Mathematical Organization Theory

Paper

Improving Synonym Recommendation Using Sentence Context
Glenski, Maria and Sealy, William I and Miller, Kate and Arendt, Dustin
Proceedings of the Second Workshop on Simple and Efficient Natural Language Processing

Paper

Identifying Causal Influences on Publication Trends and Behavior: A Case Study of the Computational Linguistics Community
Glenski, Maria and Volkova, Svitlana
Proceedings of the arXiv preprint arXiv:2110.07938

Paper

Vaine: Visualization and ai for natural experiments
Guo, Grace and Glenski, Maria and Shaw, ZhuanYi and Saldanha, Emily and Endert, Alex and Volkova, Svitlana and Arendt, Dustin
Proceedings of the 2021 IEEE Visualization Conference (VIS)

Paper

Behavior Change in Response to Subreddit Bans and External Events
Thomas, Pamela Bilo and Riehm, Daniel and Glenski, Maria and Weninger, Tim
IEEE Transactions on Computational Social Systems

Paper

Machine Intelligence to Detect, Characterise, and Defend against Influence Operations in the Information Environment
Volkova, Svitlana and Glenski, Maria F and Ayton, Ellyn M and Saldanha, Emily G and Mendoza, Joshua A and Arendt, Dustin L and Shaw, Zhuanyi H and Cronk, Kevin D and Smith, Sara A and Greaves, Mark T
Journal of Information Warfare

Paper

Leveraging Community and Author Context to Explain the Performance and Bias of Text-Based Deception Detection Models
Weld, Galen and Ayton, Ellyn and Althoff, Tim and Glenski, Maria
Proceedings of the Fourth Workshop on NLP for Internet Freedom: Censorship, Disinformation, and Propaganda

Paper

Evaluating Deception Detection Model Robustness To Linguistic Variation
Glenski, Maria and Ayton, Ellyn and Cosbey, Robin and Arendt, Dustin and Volkova, Svitlana
Proceedings of the Ninth International Workshop on Natural Language Processing for Social Media

Paper

Political Bias and Factualness in News Sharing across more than 100,000 Online Communities
Weld, Galen and Glenski, Maria and Althoff, Tim
Proceedings of the 15th International AAAI Conference on Web and Social Media

Paper

Towards Trustworthy Deception Detection: Benchmarking Model Robustness across Domains, Modalities, and Languages
Glenski, Maria and Ayton, Ellyn and Cosbey, Robin and Arendt, Dustin and Volkova, Svitlana
Proceedings of the 3rd International Workshop on Rumours and Deception in Social Media (RDSM)

Paper

Measure Utility, Gain Trust: Practical Advice for XAI Researchers
Davis, Brittany and Glenski, Maria and Sealy, William and Arendt, Dustin
Proceedings of the 2020 IEEE Workshop on TRust and EXpertise in Visual Analytics (TREX)

Paper

User Engagement with Digital Deception
Glenski, Maria and Volkova, Svitlana and Kumar, Srijan
Disinformation, Misinformation, and Fake News in Social Media

Chapter

CrossCheck: Rapid, Reproducible, and Interpretable Model Evaluation
Arendt, Dustin and Huang, Zhuanyi and Shrestha, Prasha and Ayton, Ellyn and Glenski, Maria and Volkova, Svitlana
Proceedings of the Second Workshop on Data Science with Human in the Loop: Language Advances

Paper | Demo | Code

Evaluation of Algorithm Selection and Ensemble Methods for Causal Discovery
Saldanha, Emily and Cosbey, Robin and Ayton, Ellyn and Glenski, Maria and Cottam, Joseph and Shivaram, Karthik and Jefferson, Brett and Hutchinson, Brian and Arendt, Dustin and Volkova, Svitlana
Proceedings of the Workshop on Causal Discovery & Causality-Inspired Machine Learning

Improved Forecasting of Cryptocurrency Price using Social Signals
Glenski, Maria and Weninger, Tim and Volkova, Svitlana
arXiv preprint arXiv:1907.00558

Paper

Multilingual Multimodal Digital Deception Detection and Disinformation Spread across Social Platforms
Glenski, Maria and Ayton, Ellyn and Mendoza, Josh and Volkova, Svitlana
arXiv preprint arXiv:1909.05838

Paper

Characterizing Speed and Scale of Cryptocurrency Discussion Spread on Reddit
Glenski, Maria and Saldanha, Emily and Volkova, Svitlana
Proceedings of the World Wide Web Conference (WWW 19)

Paper

Social News Consumption in Systems with Crowd-Sourced Curation
Glenski, Maria

Dissertation

Propagation From Deceptive News Sources Who Shares, How Much, How Evenly, and How Quickly?
Glenski, Maria and Weninger, Tim and Volkova, Svitlana
IEEE Transactions on Computational Social Systems

Paper

GuessTheKarma: a game to assess social rating systems
Glenski, Maria and Stoddard, Greg and Resnick, Paul and Weninger, Tim
Proceedings of the ACM on Human-Computer Interaction (CSCW)

Paper

How Humans versus Bots React to Deceptive and Trusted News Sources: A Case Study of Active Users
Glenski, Maria and Weninger, Tim and Volkova, Svitlana
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining

Paper

Identifying and Understanding User Reactions to Deceptive and Trusted Social News Sources
Glenski, Maria and Weninger, Tim and Volkova, Svitlana
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics

Paper

Rating effects on social news posts and comments
Glenski, Maria and Weninger, Tim
ACM Transactions on Intelligent Systems and Technology (TIST) (6)

Paper

Fishing for Clickbaits in Social Images and Texts with Linguistically-Infused Neural Network Models
Glenski, Maria and Ayton, Ellyn and Arendt, Dustin and Volkova, Svitlana
arXiv preprint arXiv:1710.06390

Paper

Predicting User-Interactions on Reddit
Glenski, Maria and Weninger, Tim
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining

Paper

Consumers and Curators: Browsing and Voting Patterns on Reddit
Glenski, Maria and Pennycuff, Corey and Weninger, Tim
IEEE Transactions on Computational Social Systems

Paper

Random Voting Effects in Social-Digital Spaces: A case study of Reddit Post Submissions
Glenski, Maria and Johnston, Thomas J and Weninger, Tim
Proceedings of the 26th ACM conference on hypertext \& social media

Paper