Publications

• Sourati, Z., Ozcan, M., Karimi, F., McDaniel, C., Ziabari, A., Trager, J., Wen, N., Tak, A., Morstatter, F., & Dehghani, M. (2024). Secret Keepers: The Impact of LLMs on Linguistic Markers of Personal Traits. arXiv preprint arXiv:2404.00267. (Under review)
• 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. arXiv preprint arXiv:2401.12117. (Accepted to COLM 2024)
• Jiang, Y., Zhang, J., Sun, K., Sourati, Z., Ahrabian, K., Ma, K., … & Pujara, J. (2024). MARVEL: Multidimensional Abstraction and Reasoning through Visual Evaluation and Learning. arXiv preprint arXiv:2404.13591. (Accepted to NeurIPS 2024)
• Sourati, Z., Ilievski, F., & Sommerauer, P. (2024). ARN: A Comprehensive Framework and Dataset for Analogical Reasoning on Narratives. arXiv preprint arXiv:2310.00996. (Accepted to TACL)
• Deshpande, D., Sourati, Z., Ilievski, F., & Morstatter, F. (2024). Contextualizing Argument Quality Assessment with Relevant Knowledge. In Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 2: Short Papers), pages 316–326, Mexico City, Mexico. Association for Computational Linguistics.
• Sourati, Z., Deshpande, D., Ilievski, F., Gashteovski, K., & Saralajew, S. (2024). Robust Text Classification: Analyzing Prototype-Based Networks. arXiv preprint arXiv:2311.06647. (Accepted to EMNLP 2024)
• Jiang, Y., Ilievski, F., Ma, K., & Sourati, Z. (2023). BRAINTEASER: Lateral Thinking Puzzles for Large Language Models. In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, pages 14317–14332, Singapore. Association for Computational Linguistics.
• Thakur, A. K., Ilievski, F., Sandlin, H. Â., Sourati, Z., Luceri, L., Tommasini, R., & Mermoud, A. (2023). Explainable Classification of Internet Memes. In NeSy (pp. 395-409).
• Sourati, Z., Ilievski, F., Sandlin, H.-Â., & Mermoud, A. (2023). Case-based reasoning with language models for classification of logical fallacies. In Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, IJCAI ’23.
• Sourati, Z., Venkatesh, V. P. P., Deshpande, D., Rawlani, H., Ilievski, F., Sandlin, H. Â., & Mermoud, A. (2023). Robust and explainable identification of logical fallacies in natural language arguments. Knowledge-Based Systems, 266, 110418.
• Thakur, A., Ilievski, F., Sandlin, H., Mermoud, A., Sourati, Z., Luceri, L., & Tommasini, R. (2023). Multimodal and Explainable Internet Meme Classification. (accepted in AI4SG-23 at AAAI-23, https://amulyayadav.github.io/AI4SG2023/)
• ShabaniMirzaei, T., Chamani, H., Abaskohi, A., Sourati, Z., & Bahrak, B. (2023). A large-scale analysis of Persian Tweets regarding Covid-19 vaccination. Social Network Analysis and Mining, 13(1), 148.
• Sourati, Z., Sabri, N., Chamani, H., & Bahrak, B. (2022). Quantitative analysis of fanfictions’ popularity. Social Network Analysis and Mining, 12(1), 42.
• Setayesh, A., Sourati, Z., & Bahrak, B. (2022). Analysis of the global trade network using exponential random graph models. Applied Network Science, 7(1), 38.
• 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, October). An Overview of Regression Methods in Early Prediction of Movie Ratings. In 2021 11th International Conference on Computer Engineering and Knowledge (ICCKE) (pp. 1-6). IEEE.