Adam Dejl

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Outcome Prediction

Cross Sectional

Mathematical Modeling

Top Venues

Publications

Gabriel Freedman, Adam Dejl, Deniz Gorur, Xiang Yin, Antonio Rago, Francesca Toni
Argumentative Large Language Models for Explainable and Contestable Decision-Making. CoRR (2024)
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 (2024)
Lihu Chen, Adam Dejl, Francesca Toni
Analyzing Key Neurons in Large Language Models. CoRR (2024)
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 (2024)
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)
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 (2023)
Sameer 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 (2023)
Adam Dejl, Hamed Ayoobi, Matthew Williams, Francesca Toni
CAFE: Conflict-Aware Feature-wise Explanations. CoRR (2023)
Adam Dejl, Harsh Deep, Jonathan Fei, Ardavan Saeedi, Li-Wei H. Lehman
Treatment-RSPN: Recurrent Sum-Product Networks for Sequential Treatment Regimes. CoRR (2022)
Adam Dejl, Peter 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)