Joel Rorseth

According to our database, Joel Rorseth authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

AprèsCoT: Explaining LLM Answers with Knowledge Graphs and Chain of Thought.

Moein Shirdel, Joel Rorseth, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jarek Szlichta

Proceedings of the Proceedings 28th International Conference on Extending Database Technology, 2025

LADYBUG: an LLM Agent DeBUGger for data-driven applications.

Joel Rorseth, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jarek Szlichta

Proceedings of the Proceedings 28th International Conference on Extending Database Technology, 2025

2024

Towards Explainability in Retrieval-Augmented LLMs.

Joel Rorseth, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

RAGE Against the Machine: Retrieval-Augmented LLM Explanations.

Joel Rorseth, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

On Integrating the Data-Science and Machine-Learning Pipelines for Responsible AI.

Armin Esmaeilzadeh, Joel Rorseth, Andy Yu, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta, Kazem Taghva

Proceedings of the Conference on Governance, 2024

2023

CREDENCE: Counterfactual Explanations for Document Ranking.

Joel Rorseth, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023