Emanuele La Malfa

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 18

Top Topics

Language Modelling

Natural Language Processing

Text Classification

Top Venues

EMNLP (Findings)

Publications

Emanuele La Malfa, Gabriele La Malfa, Giuseppe Nicosia, Vito Latora
Deep Neural Networks via Complex Network Theory: a Perspective. CoRR (2024)
X. Angelo Huang, Emanuele La Malfa, Samuele Marro, Andrea Asperti, Anthony G. Cohn, Michael Wooldridge
A Notion of Complexity for Theory of Mind via Discrete World Models. CoRR (2024)
Emanuele La Malfa, Christoph Weinhuber, Orazio Torre, Fangru Lin, Anthony G. Cohn, Nigel Shadbolt, Michael Wooldridge
Code Simulation Challenges for Large Language Models. CoRR (2024)
Fangru Lin, Emanuele La Malfa, Valentin Hofmann, Elle Michelle Yang, Anthony G. Cohn, Janet B. Pierrehumbert
Graph-enhanced Large Language Models in Asynchronous Plan Reasoning. CoRR (2024)
Aleksandar Petrov, Emanuele La Malfa, Philip H. S. Torr, Adel Bibi
Language Model Tokenizers Introduce Unfairness Between Languages. CoRR (2023)
Emanuele La Malfa, Aleksandar Petrov, Simon Frieder, Christoph Weinhuber, Ryan Burnell, Anthony G. Cohn, Nigel Shadbolt, Michael Wooldridge
The ARRT of Language-Models-as-a-Service: Overview of a New Paradigm and its Challenges. CoRR (2023)
Aleksandar Petrov, Emanuele La Malfa, Philip H. S. Torr, Adel Bibi
Language Model Tokenizers Introduce Unfairness Between Languages. NeurIPS (2023)
Emanuele La Malfa, Marta Kwiatkowska
The King Is Naked: On the Notion of Robustness for Natural Language Processing. AAAI (2022)
Emanuele La Malfa, Gabriele La Malfa, Claudio Caprioli, Giuseppe Nicosia, Vito Latora
Deep Neural Networks as Complex Networks. CoRR (2022)
Emanuele La Malfa, Matthew Wicker, Marta Kiatkowska
Emergent Linguistic Structures in Neural Networks are Fragile. CoRR (2022)
Emanuele La Malfa, Rhiannon Michelmore, Agnieszka M. Zbrzezny, Nicola Paoletti, Marta Kwiatkowska
On Guaranteed Optimal Robust Explanations for NLP Models. IJCAI (2021)
Gabriele La Malfa, Emanuele La Malfa, Roman V. Belavkin, Panos M. Pardalos, Giuseppe Nicosia
Distilling Financial Models by Symbolic Regression. LOD (2021)
Emanuele La Malfa, Marta Kwiatkowska
The King is Naked: on the Notion of Robustness for Natural Language Processing. CoRR (2021)
Emanuele La Malfa, Agnieszka Zbrzezny, Rhiannon Michelmore, Nicola Paoletti, Marta Kwiatkowska
On Guaranteed Optimal Robust Explanations for NLP Models. CoRR (2021)
Emanuele La Malfa, Gabriele La Malfa, Giuseppe Nicosia, Vito Latora
Characterizing Learning Dynamics of Deep Neural Networks via Complex Networks. ICTAI (2021)
Emanuele La Malfa, Gabriele La Malfa, Giuseppe Nicosia, Vito Latora
Characterizing Learning Dynamics of Deep Neural Networks via Complex Networks. CoRR (2021)
Emanuele La Malfa, Min Wu, Luca Laurenti, Benjie Wang, Anthony Hartshorn, Marta Kwiatkowska
Assessing Robustness of Text Classification through Maximal Safe Radius Computation. CoRR (2020)
Emanuele La Malfa, Min Wu, Luca Laurenti, Benjie Wang, Anthony Hartshorn, Marta Kwiatkowska
Assessing Robustness of Text Classification through Maximal Safe Radius Computation. EMNLP (Findings) (2020)