Emanuele La Malfa

News

• Dec. 2025 · our paper An End-to-end Planning Framework with Agentic LLMs and PDDL is available online.
• Sept. 2025 · our paper Large Language Models Miss the Multi-Agent Mark has been accepted as a position paper at NeurIPS'25 (acceptance ~5%).
• July 2025 · our paper Understanding the Logical Capabilities of Large Language Models via Out-of-Context Representation Learning is accepted at EMNLP'25 (Findings).
• May 2025 · our paper Fixed Point Explainability is available online.
• Mar. 2025 · our paper Assessing Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks is accepted at ACL'25 (main).
• Mar. 2025 · our paper When Claims Evolve: Evaluating and Enhancing the Robustness of Embedding Models Against Misinformation Edits is accepted at ACL'25 (Findings).
• Jan. 2025 · our paper Language Models are Implicitly Continuous has been accepted at ICLR'25.
• Dec. 2024 · our paper Language Models as a Service: Overview of a New Paradigm and its Challenges has been published by JAIR and will be presented at AAAI'25 (oral).
• Oct. 2024 · our paper One Language, Many Gaps: Evaluating Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks is available online.
• Oct. 2024 · our paper A Scalable Communication Protocol for Networks of Large Language Models is available online.
• Sept. 2024 · our paper A Notion of Complexity for Theory of Mind via Discrete World Models has been accepted at EMNLP'24 (Findings).
• May 2024 · our paper Language Models as a Service: Overview of a New Paradigm and its Challenges has been accepted at JAIR.
• May 2024 · our paper Graph-enhanced Large Language Models in Asynchronous Plan Reasoning has been accepted at ICML'24.
• Apr. 2024 · our paper Deep Neural Networks via Complex Network Theory: a Perspective has been accepted at IJCAI'24.
• Nov. 2023 · I successfully defended my PhD thesis.
• Nov. 2023 · our paper Language Tokenizers Introduce Unfairness Between Languages has been accepted at NeurIPS'23.

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