La Malfa, Emanuele

11 publications

ICLRW 2025 Assessing Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks Fangru Lin, Shaoguang Mao, Emanuele La Malfa, Valentin Hofmann, Adrian de Wynter, Xun Wang, Si-Qing Chen, Michael J. Wooldridge, Janet B. Pierrehumbert, Furu Wei

ICLR 2025 Language Models Are Implicitly Continuous Samuele Marro, Davide Evangelista, X. Angelo Huang, Emanuele La Malfa, Michele Lombardi, Michael J. Wooldridge

AAAI 2025 Language-Models-as-a-Service: Overview of a New Paradigm and Its Challenges Emanuele La Malfa, Aleksandar Petrov, Simon Frieder, Christoph Weinhuber, Ryan Burnell, Raza Nazar, Anthony G. Cohn, Nigel Shadbolt, Michael J. Wooldridge

NeurIPS 2025 Large Language Models Miss the Multi-Agent Mark Emanuele La Malfa, Gabriele La Malfa, Samuele Marro, Jie M. Zhang, Elizabeth Black, Michael Luck, Philip Torr, Michael J. Wooldridge

IJCAI 2024 Deep Neural Networks via Complex Network Theory: A Perspective Emanuele La Malfa, Gabriele La Malfa, Giuseppe Nicosia, Vito Latora

ICML 2024 Graph-Enhanced Large Language Models in Asynchronous Plan Reasoning Fangru Lin, Emanuele La Malfa, Valentin Hofmann, Elle Michelle Yang, Anthony G. Cohn, Janet B. Pierrehumbert

JAIR 2024 Language-Models-as-a-Service: Overview of a New Paradigm and Its Challenges Emanuele La Malfa, Aleksandar Petrov, Simon Frieder, Christoph Weinhuber, Ryan Burnell, Raza Nazar, Anthony G. Cohn, Nigel Shadbolt, Michael J. Wooldridge

NeurIPS 2023 Language Model Tokenizers Introduce Unfairness Between Languages Aleksandar Petrov, Emanuele La Malfa, Philip Torr, Adel Bibi

ICMLW 2023 Language Model Tokenizers Introduce Unfairness Between Languages Aleksandar Petrov, Emanuele La Malfa, Philip Torr, Adel Bibi

AAAI 2022 The King Is Naked: On the Notion of Robustness for Natural Language Processing Emanuele La Malfa, Marta Kwiatkowska

IJCAI 2021 On Guaranteed Optimal Robust Explanations for NLP Models Emanuele La Malfa, Rhiannon Michelmore, Agnieszka M. Zbrzezny, Nicola Paoletti, Marta Kwiatkowska