Emanuele La Malfa : Publications

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@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",
}