Adam Dejl

24 papers A* 3A 1Journal 15Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
ArgLLM-App: An Interactive System for Argumentative Reasoning with Large Language Models.
CoRR
Adam Dejl, Deniz Gorur, Francesca Toni
2026 J jnl
Argumentation for Explainable and Globally Contestable Decision Support with LLMs.
CoRR
Adam Dejl, Matthew Williams, Francesca Toni
2026 — conf
EvalSense: A Framework for Domain-Specific LLM (Meta-)Evaluation.
EACL (System Demonstrations)
Adam Dejl, Jonathan Pearson
2026 J jnl
EvalSense: A Framework for Domain-Specific LLM (Meta-)Evaluation.
CoRR
Adam Dejl, Jonathan Pearson
2025 A* conf
Argumentative Large Language Models for Explainable and Contestable Claim Verification.
AAAI
Gabriel Freedman, Adam Dejl, Deniz Gorur, Xiang Yin, Antonio Rago, Francesca Toni
2025 J jnl
Comprehensiveness Metrics for Automatic Evaluation of Factual Recall in Text Generation.
CoRR
Adam Dejl, James Barry, Alessandra Pascale, Javier Carnerero-Cano
2025 — conf
Evaluating Uncertainty Quantification Methods in Argumentative Large Language Models.
EMNLP (Findings)
Kevin Zhou, Adam Dejl, Gabriel Freedman, Lihu Chen, Antonio Rago, Francesca Toni
2025 J jnl
Evaluating Uncertainty Quantification Methods in Argumentative Large Language Models.
CoRR
Kevin Zhou, Adam Dejl, Gabriel Freedman, Lihu Chen, Antonio Rago, Francesca Toni
2025 J jnl
Heterogeneous graph neural networks with post-hoc explanations for multi-modal and explainable land use inference.
Inf. Fusion
Xuehao Zhai, Junqi Jiang, Adam Dejl, Antonio Rago, Fangce Guo, Francesca Toni, Aruna Sivakumar
2025 — conf
Hidden Conflicts in Neural Networks and their Implications for Explainability.
FAccT
Adam Dejl, Dekai Zhang, Hamed Ayoobi, Matthew Williams, Francesca Toni
2025 A* conf
Identifying Query-Relevant Neurons in Large Language Models for Long-Form Texts.
AAAI
Lihu Chen, Adam Dejl, Francesca Toni
2025 — conf
XAI-Units: Benchmarking Explainability Methods with Unit Tests.
FAccT
Jun Rui Lee, Sadegh Emami, Michael David Hollins, Timothy C. H. Wong, Carlos Ignacio Villalobos Sánchez, Francesca Toni, Dekai Zhang, Adam Dejl
2025 J jnl
XAI-Units: Benchmarking Explainability Methods with Unit Tests.
CoRR
Jun Rui Lee, Sadegh Emami, Michael David Hollins, Timothy C. H. Wong, Carlos Ignacio Villalobos Sánchez, Francesca Toni, Dekai Zhang, Adam Dejl
2024 J jnl
Analyzing Key Neurons in Large Language Models.
CoRR
Lihu Chen, Adam Dejl, Francesca Toni
2024 J jnl
Argumentative Large Language Models for Explainable and Contestable Decision-Making.
CoRR
Gabriel Freedman, Adam Dejl, Deniz Gorur, Xiang Yin, Antonio Rago, Francesca Toni
2024 A* conf
Contestable AI Needs Computational Argumentation.
KR
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
2024 J jnl
Contestable AI needs Computational Argumentation.
CoRR
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
2024 J jnl
Heterogeneous Graph Neural Networks with Post-hoc Explanations for Multi-modal and Explainable Land Use Inference.
CoRR
Xuehao Zhai, Junqi Jiang, Adam Dejl, Antonio Rago, Fangce Guo, Francesca Toni, Aruna Sivakumar
2023 J jnl
A Knowledge Distillation Approach for Sepsis Outcome Prediction from Multivariate Clinical Time Series.
CoRR
Anna Wong, Shu Ge, Nassim Oufattole, Adam Dejl, Megan Su, Ardavan Saeedi, Li-Wei H. Lehman
2023 J jnl
CAFE: Conflict-Aware Feature-wise Explanations.
CoRR
Adam Dejl, Hamed Ayoobi, Matthew Williams, Francesca Toni
2023 — conf
RadGraph2: Modeling Disease Progression in Radiology Reports via Hierarchical Information Extraction.
MLHC
Sameer Tajdin Khanna, Adam Dejl, Kibo Yoon, Steven Q. H. Truong, Hanh Duong, Agustina Saenz, Pranav Rajpurkar
2023 J jnl
RadGraph2: Modeling Disease Progression in Radiology Reports via Hierarchical Information Extraction.
CoRR
Sameer Tajdin Khanna, Adam Dejl, Kibo Yoon, Quoc Hung Truong, Hanh Duong, Agustina Saenz, Pranav Rajpurkar
2022 J jnl
Treatment-RSPN: Recurrent Sum-Product Networks for Sequential Treatment Regimes.
CoRR
Adam Dejl, Harsh Deep, Jonathan Fei, Ardavan Saeedi, Li-Wei H. Lehman
2021 A conf
Argflow: A Toolkit for Deep Argumentative Explanations for Neural Networks.
AAMAS
Adam Dejl, Chloe He, Pranav Mangal, Hasan Mohsin, Bogdan Surdu, Eduard Voinea, Emanuele Albini, Piyawat Lertvittayakumjorn, Antonio Rago, Francesca Toni