Publications
This section contains publications published by ISI over the past several decades.
2023
Robust and explainable identification of logical fallacies in natural language arguments
Zhivar Sourati, Vishnu Priya Prasanna Venkatesh, Darshan Deshpande, Himanshu Rawlani, Filip Ilievski, Hông-Ân Sandlin, Alain Mermoud
Knowledge-Based Systems 266, 110418, 2023
Case-based reasoning with language models for classification of logical fallacies
Zhivar Sourati, Filip Ilievski, Hông-Ân Sandlin, Alain Mermoud
arXiv preprint arXiv:2301.11879, 2023
Explainable Classification of Internet Memes
Abhinav Kumar Thakur, Filip Ilievski, Hông Ân Sandlin, Zhivar Sourati, Luca Luceri, Riccardo Tommasini, Alain Mermoud
NeSy, 395-409, 2023
A Large-Scale Analysis of Persian Tweets Regarding Covid-19 Vaccination (preprint)
Taha ShabaniMirzaei, Houmaan Chamani, Zhivar Sourati Hassan Zadeh, Behnam Bahrak
2023
Max-isi system at wmt23 discourse-level literary translation task
Li An, Linghao Jin, Xuezhe Ma
Proceedings of the Eighth Conference on Machine Translation, 282-286, 2023
Challenges in context-aware neural machine translation
Linghao Jin, Jacqueline He, Jonathan May, Xuezhe Ma
Proceedings of the 2023 conference on empirical methods in natural language …, 2023
Evaluating large language models on controlled generation tasks
Jiao Sun, Yufei Tian, Wangchunshu Zhou, Nan Xu, Qian Hu, Rahul Gupta, John Frederick Wieting, Nanyun Peng, Xuezhe Ma
Proceedings of the 2021 conference on empirical methods in natural language …, 2023
Look-back Decoding for Open-Ended Text Generation
Nan Xu, Chunting Zhou, Asli Celikyilmaz, Xuezhe Ma
Proceedings of the 2021 conference on empirical methods in natural language …, 2023
Know Where You're Going: Meta-Learning for Parameter-Efficient Fine-Tuning
Mozhdeh Gheini, Xuezhe Ma, Jonathan May
Findings of the Association for Computational Linguistics: ACL 2023, 2023
Lima: Less is more for alignment
Chunting Zhou, Pengfei Liu, Puxin Xu, Srinivasan Iyer, Jiao Sun, Yuning Mao, Xuezhe Ma, Avia Efrat, Ping Yu, Lili Yu, Susan Zhang, Gargi Ghosh, Mike Lewis, Luke Zettlemoyer, Omer Levy
Advances in Neural Information Processing Systems 36, 2023
Mega: moving average equipped gated attention
Xuezhe Ma, Chunting Zhou, Xiang Kong, Junxian He, Liangke Gui, Graham Neubig, Jonathan May, Luke Zettlemoyer
International Conference on Learning Representations (ICLR) 2023, 2023
Better may not be fairer: A study on subgroup discrepancy in image classification
Ming-Chang Chiu, Pin-Yu Chen, Xuezhe Ma
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
Can language model moderators improve the health of online discourse?
Hyundong Cho, Shuai Liu, Taiwei Shi, Darpan Jain, Basem Rizk, Yuyang Huang, Zixun Lu, Nuan Wen, Jonathan Gratch, Emilio Ferrara, Jonathan May
Proceedings of the 2024 Conference of the North American Chapter of the …, 2023
Pandemic culture wars: Partisan differences in the moral language of covid-19 discussions
Ashwin Rao, Siyi Guo, Sze Yuh Nina Wang, Fred Morstatter, Kristina Lerman
2023 IEEE International Conference on Big Data (BigData), 413-422, 2023
Evaluating Resilience on Urban Lifelines in Response to Floods across China Using Social Media Data
Jiale Qian, Tao Pei, Keith Burghardt, Kristina Lerman
Tao and ma, ting and Burghardt, Keith and Lerman, Kristina, Evaluating …, 2023
Tracking a year of polarized twitter discourse on abortion
Ashwin Rao, Rong-Ching Chang, Qiankun Zhong, Kristina Lerman, Magdalena Wojcieszak
arXiv preprint arXiv:2311.16831, 2023
Inducing political bias allows language models anticipate partisan reactions to controversies
Zihao He, Siyi Guo, Ashwin Rao, Kristina Lerman
arXiv preprint arXiv:2311.09687, 2023
Evaluating content exposure bias in social networks
Nathan Bartley, Keith Burghardt, Kristina Lerman
Proceedings of the International Conference on Advances in Social Networks …, 2023
Affective polarization in social networks
Dan Feldman, Ashwin Rao, Zihao He, Kristina Lerman
arXiv preprint arXiv:2310.18553, 2023
Feedback loops and complex dynamics of harmful speech in online discussions
Rong-Ching Chang, Jonathan May, Kristina Lerman
International Conference on Social Computing, Behavioral-Cultural Modeling …, 2023