Ellyn Ayton

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 12

Top Topics

Deception Detection

Prediction Model

Technical Expertise

Top Venues

SocialNLP@NAACL

Comput. Math. Organ. Theory

Publications

Sameera Horawalavithana, Ellyn Ayton, Anastasiya Usenko, Robin Cosbey, Svitlana Volkova
Anticipating Technical Expertise and Capability Evolution in Research Communities using Dynamic Graph Transformers. CoRR (2023)
Svitlana Volkova, Dustin Arendt, Emily Saldanha, Maria Glenski, Ellyn Ayton, Joseph Cottam, Sinan Aksoy, Brett Jefferson, Karthnik Shrivaram
Explaining and predicting human behavior and social dynamics in simulated virtual worlds: reproducibility, generalizability, and robustness of causal discovery methods. Comput. Math. Organ. Theory 29 (1) (2023)
Sameera Horawalavithana, Ellyn Ayton, Anastasiya Usenko, Shivam Sharma, Jasmine Eshun, Robin Cosbey, Maria Glenski, Svitlana Volkova
EXPERT: Public Benchmarks for Dynamic Heterogeneous Academic Graphs. CoRR (2022)
Galen Weld, Ellyn Ayton, Tim Althoff, Maria Glenski
Leveraging Community and Author Context to Explain the Performance and Bias of Text-Based Deception Detection Models. CoRR (2021)
Maria Glenski, Ellyn Ayton, Robin Cosbey, Dustin Arendt, Svitlana Volkova
Towards Trustworthy Deception Detection: Benchmarking Model Robustness across Domains, Modalities, and Languages. CoRR (2021)
Maria Glenski, Ellyn Ayton, Robin Cosbey, Dustin Arendt, Svitlana Volkova
Evaluating Deception Detection Model Robustness To Linguistic Variation. SocialNLP@NAACL (2021)
Maria Glenski, Ellyn Ayton, Robin Cosbey, Dustin Arendt, Svitlana Volkova
Evaluating Deception Detection Model Robustness To Linguistic Variation. CoRR (2021)
Dustin Arendt, Zhuanyi Huang, Prasha Shrestha, Ellyn Ayton, Maria Glenski, Svitlana Volkova
CrossCheck: Rapid, Reproducible, and Interpretable Model Evaluation. CoRR (2020)
Svitlana Volkova, Ellyn Ayton, Dustin Lockhart Arendt, Zhuanyi Huang, Brian Hutchinson
Explaining Multimodal Deceptive News Prediction Models. ICWSM (2019)
Maria Glenski, Ellyn Ayton, Josh Mendoza, Svitlana Volkova
Multilingual Multimodal Digital Deception Detection and Disinformation Spread across Social Platforms. CoRR (2019)
Gracie Ermi, Ellyn Ayton, Nolan Price, Brian Hutchinson
Deep Learning Approaches to Chemical Property Prediction from Brewing Recipes. IJCNN (2018)
Maria Glenski, Ellyn Ayton, Dustin Arendt, Svitlana Volkova
Fishing for Clickbaits in Social Images and Texts with Linguistically-Infused Neural Network Models. CoRR (2017)