Publications
- Ahrabian, K., Sourati, Z., Sun, K., Zhang, J., Jiang, Y., Morstatter, F., & Pujara, J. (2024). The Curious Case of Nonverbal Abstract Reasoning with Multi-Modal Large Language Models. (Under preparation)
- Sourati, Z., McDaniel, C., Ozcan, M., Wen, N., Ziabari, A., Tak, A., Dehghani, M., & Morstatter, F. (2024). Does ChatGPT Hide Linguistic Signatures of Psychological Traits? (Under preparation)
- Sourati, Z., Ilievski, F., & Sommerauer, P. (2023). ARN: A Comprehensive Framework and Dataset for Analogical Reasoning on Narratives. arXiv preprint arXiv:2310.00996. (Under review)
- Deshpande, D., Sourati, Z., Ilievski, F., & Morstatter, F. (2023). Contextualizing Argument Quality Assessment with Relevant Knowledge. arXiv preprint arXiv:2305.12280. (Under review)
- Sourati, Z., Deshpande, D., Ilievski, F., Gashteovski, K., & Saralajew, S. (2023). Robust Text Classification: Analyzing Prototype-Based Networks. arXiv preprint arXiv:2311.06647. (Under review)
- Jiang, Y., Ilievski, F., Ma, K., & Sourati, Z. (2023). BRAINTEASER: Lateral Thinking Puzzles for Large Language Models. (Accepted at EMNLP 2023)
- Thakur, A., Ilievski, F., Sandlin, H., Sourati, Z., Luceri, L., Tommasini, R. & Mermoud, A. (2023) Explainable Classification of Internet Memes. https://ceur-ws.org/Vol-3432/paper33.pdf (Accepted at NeSy 2023)
- Sourati, Z., Ilievski, F., Sandlin, H.-Â., & Mermoud, A. (2023). Case-Based Reasoning with Language Models for Classification of Logical Fallacies. (Accepted at IJCAI-23 + poster presentation at NLRSE Workshop - ACL 2023)
- Sourati, Z., Priya, V., Deshpande, D., Rawlani, H., Ilievski, F., Sandlin, H.-Â., & Mermoud, A. (2023). Robust and Explainable Identification of Logical Fallacies in Natural Language Arguments. (Published at KBS)
- Thakur, A., Ilievski, F., Sandlin, H., Mermoud, A., Sourati, Z., Luceri, L., & Tommasini, R. (2023). Multimodal and Explainable Internet Meme Classification. (Published at AAAI-23 + Poster presentation)
- ShabaniMirzaei, T., Chamani, H., Sourati, Z., & Bahrak, B. (2023). A Large-Scale Analysis of Persian Tweets Regarding Covid-19 Vaccination. arXiv preprint arXiv:2302.04511.
- Sourati, Z., Sabri, N., Chamani, H. & Bahrak, B. (2022). Quantitative analysis of fanfictions’ popularity. (Published at Social Network Analysis and Mining)
- Setayesh, A., Sourati, Z. & Bahrak, B. (2022). Analysis of the global trade network using exponential random graph models. (Published at Applied Network Science)
- Sourati, Z., von Däniken, P., Cieliebak, M. (2022). Ukraine-Russia - First insights into recent Twitter posts about this conflict. SwissText Conference; June 2022; Lugano, Switzerland. (Poster presentation)
- Von Däniken, P., Sourati, Z., Tuggener, D. (2022). Hateful Social Media Users - Can we predict their behavior? SwissText Conference; June 2022; Lugano, Switzerland. (Poster presentation)
- Chamani, H., Sourati, Z., & Bahrak, B. (2021). An Overview of Regression Methods in Early Prediction of Movie Ratings. (Accepted at 11th International Conference on Computer Engineering and Knowledge)