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Alessandra Russo

Imperial College London, UK

An Empirical Study of Conformal Prediction in LLM with ASP Scaffolds for Robust Reasoning

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Mar 07, 2025
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$\texttt{SEM-CTRL}$: Semantically Controlled Decoding

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Mar 03, 2025
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Neural DNF-MT: A Neuro-symbolic Approach for Learning Interpretable and Editable Policies

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Jan 07, 2025
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$\texttt{FORM}$: Learning Expressive and Transferable First-Order Logic Reward Machines

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Dec 31, 2024
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Transformers Use Causal World Models in Maze-Solving Tasks

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Dec 16, 2024
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Learning Rules from KGs Guided by Language Models

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Sep 12, 2024
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Learning Robust Reward Machines from Noisy Labels

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Aug 27, 2024
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The Role of Foundation Models in Neuro-Symbolic Learning and Reasoning

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Feb 02, 2024
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A Unifying Framework for Learning Argumentation Semantics

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Oct 18, 2023
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NeuralFastLAS: Fast Logic-Based Learning from Raw Data

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Oct 08, 2023
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