Fishing for Clickbaits in Social Images and Texts with Linguistically-Infused Neural Network Models. - Maria Glenski; Ellyn Ayton; Dustin Arendt; Svitlana Volkova (CoRR, 2017)

Deep Learning Approaches to Chemical Property Prediction from Brewing Recipes. - Gracie Ermi; Ellyn Ayton; Nolan Price; Brian Hutchinson (IJCNN, 2018)

Explaining Multimodal Deceptive News Prediction Models. - Svitlana Volkova; Ellyn Ayton; Dustin Lockhart Arendt; Zhuanyi Huang; Brian Hutchinson (ICWSM, 2019)

Multilingual Multimodal Digital Deception Detection and Disinformation Spread across Social Platforms. - Maria Glenski; Ellyn Ayton; Josh Mendoza; Svitlana Volkova (CoRR, 2019)

CrossCheck: Rapid, Reproducible, and Interpretable Model Evaluation. - Dustin Arendt; Zhuanyi Huang; Prasha Shrestha; Ellyn Ayton; Maria Glenski; Svitlana Volkova (CoRR, 2020)

Evaluating Deception Detection Model Robustness To Linguistic Variation. - Maria Glenski; Ellyn Ayton; Robin Cosbey; Dustin Arendt; Svitlana Volkova (SocialNLP@NAACL, 2021)

Towards Trustworthy Deception Detection: Benchmarking Model Robustness across Domains, Modalities, and Languages. - Maria Glenski; Ellyn Ayton; Robin Cosbey; Dustin Arendt; Svitlana Volkova (CoRR, 2021)

Leveraging Community and Author Context to Explain the Performance and Bias of Text-Based Deception Detection Models. - Galen Weld; Ellyn Ayton; Tim Althoff; Maria Glenski (CoRR, 2021)

EXPERT: Public Benchmarks for Dynamic Heterogeneous Academic Graphs. - Sameera Horawalavithana; Ellyn Ayton; Anastasiya Usenko; Shivam Sharma; Jasmine Eshun; Robin Cosbey; Maria Glenski; Svitlana Volkova (CoRR, 2022)

Explaining and predicting human behavior and social dynamics in simulated virtual worlds: reproducibility, generalizability, and robustness of causal discovery methods. - Svitlana Volkova; Dustin Arendt; Emily Saldanha; Maria Glenski; Ellyn Ayton; Joseph Cottam; Sinan Aksoy; Brett Jefferson; Karthnik Shrivaram (Comput. Math. Organ. Theory, 2023)

Anticipating Technical Expertise and Capability Evolution in Research Communities Using Dynamic Graph Transformers. - Sameera Horawalavithana; Ellyn Ayton; Anastasiya Usenko; Robin Cosbey; Svitlana Volkova (IEEE Trans. Comput. Soc. Syst., 2024)