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James Hinns

Orcid: 0000-0002-4144-5757

According to our database1, James Hinns authored at least 5 papers between 2021 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of five.

Timeline

2021
2022
2023
2024
2025
0
1
2
3
1
2
1
1

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2025
Tell me a story! Narrative-driven XAI with Large Language Models.
[BibTeX]
[DOI]
David Martens
,
James Hinns
,
Camille Dams
,
Mark Vergouwen
,
Theodoros Evgeniou
Decis. Support Syst., 2025

2024
How good is my story? Towards quantitative metrics for evaluating LLM-generated XAI narratives.
[BibTeX]
[DOI]
Timour Ichmoukhamedov
,
James Hinns
,
David Martens
CoRR, 2024

Exposing Image Classifier Shortcuts with Counterfactual Frequency (CoF) Tables.
[BibTeX]
[DOI]
James Hinns
,
David Martens
CoRR, 2024

2023
Tell Me a Story! Narrative-Driven XAI with Large Language Models.
[BibTeX]
[DOI]
David Martens
,
Camille Dams
,
James Hinns
,
Mark Vergouwen
CoRR, 2023

2021
An Initial Study of Machine Learning Underspecification Using Feature Attribution Explainable AI Algorithms: A COVID-19 Virus Transmission Case Study.
[BibTeX]
[DOI]
James Hinns
,
Xiuyi Fan
,
Siyuan Liu
,
Veera Raghava Reddy Kovvuri
,
Mehmet Orcun Yalcin
,
Markus Roggenbach
Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021


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