@article{15861, title = "Emergent Linguistic Structures in Neural Networks are Fragile", author = "Emanuele La Malfa and Matthew Wicker and Marta Kwiatkowska", year = "2022", } @article{NLP, Robustness, title = "The King is Naked: on the Notion of Robustness for Natural Language Processing", author = "LaMalfa, Emanuele and Kwiatkowska, Marta", year = "2021", booktitle = "Association for the Advancement of Artificial Intelligence", } @article{NLP, Robustness, Explainability, title = "On Guaranteed Optimal Robust Explanations for NLP Models", author = "Emanuele La Malfa and Agnieszka Zbrzezny and Rhiannon Michelmore and Nicola Paoletti and Marta Kwiatkowska", year = "2021", booktitle = "International Joint Conference on Artificial Intelligence", } @inproceedings{la-malfa-etal-2020-assessing, title = "Assessing Robustness of Text Classification through Maximal Safe Radius Computation", author = "LaMalfa, Emanuele and Wu, Min and Laurenti, Luca and Wang, Benjie and Hartshorn, Anthony and Kwiatkowska, Marta", year = "2020", booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2020", pages = "2949--2968", publisher = "Association for Computational Linguistics", url = "https://www.aclweb.org/anthology/2020.findings-emnlp.266", doi = "10.18653/v1/2020.findings-emnlp.266", }