Emanuele La Malfa
12 papers · 2020–2025 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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large language model
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natural language processing
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text classification
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multilingual fairness
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prompt engineering
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function approximation
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bias detection
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Papers
Assessing Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks
ACL 2025
Language Models Are Implicitly Continuous
ICLR 2025
Language-Models-as-a-Service: Overview of a New Paradigm and its Challenges
AAAI 2025
Out-of-Context Reasoning in Large Language Models
EMNLP 2025
When Claims Evolve: Evaluating and Enhancing the Robustness of Embedding Models Against Misinformation Edits
ACL 2025
A Notion of Complexity for Theory of Mind via Discrete World Models
EMNLP 2024
Deep Neural Networks via Complex Network Theory: A Perspective
IJCAI 2024
Graph-enhanced Large Language Models in Asynchronous Plan Reasoning
ICML 2024
Language Model Tokenizers Introduce Unfairness Between Languages
NeurIPS 2023
The King Is Naked: On the Notion of Robustness for Natural Language Processing
AAAI 2022
On Guaranteed Optimal Robust Explanations for NLP Models
IJCAI 2021
Assessing Robustness of Text Classification through Maximal Safe Radius Computation
EMNLP 2020