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Forecasting Argumentation Frameworks



Benjamin Irwin , Antonio Rago , Francesca Toni

* 9 pages, 2 figures (to appear at KR 2022) 

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Explaining Causal Models with Argumentation: the Case of Bi-variate Reinforcement



Antonio Rago , Pietro Baroni , Francesca Toni

* 6 pages, 1 figure (to appear at KR 2022) 

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Causal Discovery and Injection for Feed-Forward Neural Networks



Fabrizio Russo , Francesca Toni


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Argumentative Explanations for Pattern-Based Text Classifiers



Piyawat Lertvittayakumjorn , Francesca Toni


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Towards a Theory of Faithfulness: Faithful Explanations of Differentiable Classifiers over Continuous Data



Nico Potyka , Xiang Yin , Francesca Toni


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Logically Consistent Adversarial Attacks for Soft Theorem Provers



Alexander Gaskell , Yishu Miao , Lucia Specia , Francesca Toni

* IJCAI-ECAI 2022 

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Explainable Patterns for Distinction and Prediction of Moral Judgement on Reddit



Ion Stagkos Efstathiadis , Guilherme Paulino-Passos , Francesca Toni

* 1st Workshop on Human and Machine Decisions (WHMD 2021) at NeurIPS 2021 

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Explainable Decision Making with Lean and Argumentative Explanations



Xiuyi Fan , Francesca Toni

* JAIR submission. 74 pages (50 excluding proofs, appendix, and references) 

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Graph Reasoning with Context-Aware Linearization for Interpretable Fact Extraction and Verification



Neema Kotonya , Thomas Spooner , Daniele Magazzeni , Francesca Toni

* FEVER @ EMNLP2021 

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