Papers
* indicates equal contribution.
In-Progress
- Extracting Belief Networks from Social Media Data using Large Language Models.
with Jisun An, Haewoon Kwak, Alessandro Flaminni, Filippo Menczer, and Yong-Yeol Ahn - Large Language Models and Social Surveys
with Junsol Kim, Marios Papachristou, Yong-Yeol Ahn, and Byungkyu Lee - Belief Embeddings
with Bwung-Hwee Lee, Jisun An, Haewoon Kwak, and Yong-Yeol Ahn - Evaluation biases in link prediction algorithm.
with Sadamori Kojaku, Munjung Kim, Özgür Can Seçkin, and Yong-Yeol Ahn - Amplifiers of Misinformation on Social Media.
with Matthew R DeVerna, Francesco Pierri, Diogo Pacheco, John Bryden, and Filippo Menczer - Multi-Platform Analysis of US 2020 midterm elections.
with Bao Tran Truong, Özgür Can Seçkin, Sangyeon Kim, Matthew R DeVerna, and Kai-Cheng Yang
2024
- Benchmarking zero-shot stance detection with FlanT5-XXL: Insights from training data, prompting, and decoding strategies into its near-SoTA performance
Rachith Aiyappa, Shruthi Senthilmani, Jisun An, Haewoon Kwak, Yong-Yeol Ahn
2023
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A multi-platform collection of social media posts about the 2022 U.S. midterm elections.
Rachith Aiyappa,* Matthew R DeVerna,* Manita Pote,* Bao Tran Truong,* Wanying Zhao,* David Axelrod, Aria Pessianzadeh, Zoher Kachwala, Munjung Kim, Ozgur Can Seckin, Minsuk Kim, Sunny Gandhi, Amrutha Manikonda, Francesco Pierri, Filippo Menczer, Kai-Cheng Yang
International Conference on Web and Social Media -
Weighted Belief Networks Unify Simple and Complex Contagion Dynamics.
Rachith Aiyappa, Alessandro Flammini, Yong-Yeol Ahn -
Can we trust the evaluation on ChatGPT?
Rachith Aiyappa, Jisun An, Haewoon Kwak, Yong-Yeol Ahn
ACL TrustNLP workshop -
The Inexplicable Efficacy of Language Models
Rachith Aiyappa,* Zoher Kachwala*
ACM XRDS -
The Spread of Beliefs in Partially Modularized Communities
Robert L. Goldstone, Marina Dubova, Rachith Aiyappa, Andrew Edinger
Perspectives on Psychological Science
2022
- Identification and characterization of misinformation superspreaders on social media.
Matthew R. DeVerna, Rachith Aiyappa, Diogo Pacheco, John Bryden, Filippo Menczer