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2020 – today
- 2024
[c3]Francesco Leofante, Hamed Ayoobi, Adam Dejl, Gabriel Freedman, Deniz Gorur, Junqi Jiang, Guilherme Paulino-Passos, Antonio Rago, Anna Rapberger, Fabrizio Russo, Xiang Yin, Dekai Zhang, Francesca Toni:
Contestable AI Needs Computational Argumentation. KR 2024- [i8]Gabriel Freedman, Adam Dejl, Deniz Gorur
, Xiang Yin, Antonio Rago, Francesca Toni:
Argumentative Large Language Models for Explainable and Contestable Decision-Making. CoRR abs/2405.02079 (2024) - [i7]Francesco Leofante, Hamed Ayoobi, Adam Dejl, Gabriel Freedman, Deniz Gorur, Junqi Jiang, Guilherme Paulino-Passos, Antonio Rago, Anna Rapberger, Fabrizio Russo, Xiang Yin, Dekai Zhang, Francesca Toni:
Contestable AI needs Computational Argumentation. CoRR abs/2405.10729 (2024) - [i6]Lihu Chen, Adam Dejl, Francesca Toni:
Analyzing Key Neurons in Large Language Models. CoRR abs/2406.10868 (2024) - [i5]Xuehao Zhai, Junqi Jiang, Adam Dejl, Antonio Rago, Fangce Guo, Francesca Toni, Aruna Sivakumar:
Heterogeneous Graph Neural Networks with Post-hoc Explanations for Multi-modal and Explainable Land Use Inference. CoRR abs/2406.13724 (2024) - 2023
- [c2]Sameer Tajdin Khanna, Adam Dejl, Kibo Yoon, Steven QH Truong, Hanh Duong, Agustina Saenz, Pranav Rajpurkar:
RadGraph2: Modeling Disease Progression in Radiology Reports via Hierarchical Information Extraction. MLHC 2023: 381-402 - [i4]Sameer Tajdin Khanna, Adam Dejl, Kibo Yoon, Quoc Hung Truong, Hanh Duong, Agustina Saenz, Pranav Rajpurkar:
RadGraph2: Modeling Disease Progression in Radiology Reports via Hierarchical Information Extraction. CoRR abs/2308.05046 (2023) - [i3]Adam Dejl, Hamed Ayoobi, Matthew Williams, Francesca Toni:
CAFE: Conflict-Aware Feature-wise Explanations. CoRR abs/2310.20363 (2023) - [i2]Anna Wong, Shu Ge, Nassim Oufattole, Adam Dejl, Megan Su, Ardavan Saeedi, Li-Wei H. Lehman:
A Knowledge Distillation Approach for Sepsis Outcome Prediction from Multivariate Clinical Time Series. CoRR abs/2311.09566 (2023) - 2022
- [i1]Adam Dejl, Harsh Deep, Jonathan Fei, Ardavan Saeedi, Li-Wei H. Lehman:
Treatment-RSPN: Recurrent Sum-Product Networks for Sequential Treatment Regimes. CoRR abs/2211.07052 (2022) - 2021
- [c1]Adam Dejl, Chloe He, Pranav Mangal, Hasan Mohsin, Bogdan Surdu, Eduard Voinea, Emanuele Albini, Piyawat Lertvittayakumjorn, Antonio Rago, Francesca Toni:
Argflow: A Toolkit for Deep Argumentative Explanations for Neural Networks. AAMAS 2021: 1761-1763
Coauthor Index
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