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Emanuele La Malfa
Emanuele La Malfa
University of Oxford
Bestätigte E-Mail-Adresse bei cs.ox.ac.uk - Startseite
Titel
Zitiert von
Zitiert von
Jahr
On Guaranteed Optimal Robust Explanations for NLP Models
E La Malfa, A Zbrzezny, R Michelmore, N Paoletti, M Kwiatkowska
International Joint Conference on Artificial Intelligence, 2021
412021
The king is naked: On the notion of robustness for natural language processing
E La Malfa, M Kwiatkowska
Proceedings of the AAAI Conference on Artificial Intelligence 36 (10), 11047 …, 2022
262022
Language Model Tokenizers Introduce Unfairness Between Languages
A Petrov, E La Malfa, P Torr, A Bibi
Conference on Neural Information Processing Systems (NeurIPS) 2023, 2023
252023
Assessing robustness of text classification through maximal safe radius computation
E La Malfa, M Wu, L Laurenti, B Wang, A Hartshorn, M Kwiatkowska
Findings of the Association for Computational Linguistics (EMNLP-20), 2020
192020
Characterizing Learning Dynamics of Deep Neural Networks via Complex Networks
E La Malfa, G La Malfa, G Nicosia, V Latora
The IEEE International Conference on Tools with Artificial Intelligence …, 2021
62021
Code simulation challenges for large language models
E La Malfa, C Weinhuber, O Torre, F Lin, A Cohn, N Shadbolt, ...
arXiv preprint arXiv:2401.09074, 2024
52024
Language Models as a Service: Overview of a New Paradigm and its Challenges
E La Malfa, A Petrov, S Frieder, C Weinhuber, R Burnell, R Nazar, ...
arXiv e-prints, arXiv: 2309.16573, 2023
2*2023
Emergent Linguistic Structures in Neural Networks are Fragile
E La Malfa, M Wicker, M Kwiatkowska
arXiv preprint arXiv:2210.17406, 2022
22022
Deep neural networks as complex networks
E La Malfa, G La Malfa, C Caprioli, G Nicosia, V Latora
arXiv preprint arXiv:2209.05488, 2022
22022
Graph-enhanced Large Language Models in Asynchronous Plan Reasoning
F Lin, E La Malfa, V Hofmann, Yang, E Michelle, A Cohn, J Pierrehumbert
International Conference on Machine Learning (ICML) 2024, 2024
12024
Deep Neural Networks via Complex Network Theory: a Perspective
E La Malfa, G La Malfa, G Nicosia, V Latora
33rd International Joint Conference on Artificial Intelligence, 2024
2024
On robustness for natural language processing
E La Malfa
University of Oxford, 2023
2023
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