Emanuele La Malfa
Emanuele La Malfa
Wolfson Building, Parks Road, Oxford OX1 3QD
Projects:
Interests
Robustness guarantees applied to NLP and explainability.
Selected Publications
-
The King is Naked: on the Notion of Robustness for Natural Language Processing
Emanuele LaMalfa and Marta Kwiatkowska
2021.
Details about The King is Naked: on the Notion of Robustness for Natural Language Processing | BibTeX data for The King is Naked: on the Notion of Robustness for Natural Language Processing
-
On Guaranteed Optimal Robust Explanations for NLP Models
Emanuele La Malfa‚ Agnieszka Zbrzezny‚ Rhiannon Michelmore‚ Nicola Paoletti and Marta Kwiatkowska
2021.
Details about On Guaranteed Optimal Robust Explanations for NLP Models | BibTeX data for On Guaranteed Optimal Robust Explanations for NLP Models
-
Assessing Robustness of Text Classification through Maximal Safe Radius Computation
Emanuele LaMalfa‚ Min Wu‚ Luca Laurenti‚ Benjie Wang‚ Anthony Hartshorn and Marta Kwiatkowska
In Findings of the Association for Computational Linguistics: EMNLP 2020. Pages 2949–2968. Association for Computational Linguistics. 2020.
Details about Assessing Robustness of Text Classification through Maximal Safe Radius Computation | BibTeX data for Assessing Robustness of Text Classification through Maximal Safe Radius Computation | DOI (10.18653/v1/2020.findings-emnlp.266) | Link to Assessing Robustness of Text Classification through Maximal Safe Radius Computation