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Teaching Small Language Models to Reason


Dec 19, 2022
Lucie Charlotte Magister, Jonathan Mallinson, Jakub Adamek, Eric Malmi, Aliaksei Severyn

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Global Concept-Based Interpretability for Graph Neural Networks via Neuron Analysis


Aug 22, 2022
Han Xuanyuan, Pietro Barbiero, Dobrik Georgiev, Lucie Charlotte Magister, Pietro Lió

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* 9 pages, 5 figures 

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Encoding Concepts in Graph Neural Networks


Aug 07, 2022
Lucie Charlotte Magister, Pietro Barbiero, Dmitry Kazhdan, Federico Siciliano, Gabriele Ciravegna, Fabrizio Silvestri, Mateja Jamnik, Pietro Lio

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GCExplainer: Human-in-the-Loop Concept-based Explanations for Graph Neural Networks


Jul 25, 2021
Lucie Charlotte Magister, Dmitry Kazhdan, Vikash Singh, Pietro Liò

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* Accepted as 3rd ICML Workshop on Human in the Loop Learning, 2021 

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