Intelligent Analytics for Massive Data

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1. Nils Feldhus; Aliki Anagnostopoulou; Qianli Wang; Milad Alshomary; Henning Wachsmuth; Daniel Sonntag; Sebastian Möller

   Towards Modeling and Evaluating Instructional Explanations in Teacher-Student Dialogues

   In: Proceedings of the 2024 International Conference on Information Technology for Social Good. ACM International Conference on Information Technology …

2. Ajay Madhavan Ravichandran; Julianna Grune; Nils Feldhus; Aljoscha Burchardt; Sebastian Möller; Roland Roller

   XAI for Better Exploitation of Text in Medical Decision Support

   In: Dina Demner-Fushman; Sophia Ananiadou; Makoto Miwa; Kirk Roberts; Junichi Tsujii (Hrsg.). Proceedings of the 23rd Workshop on Biomedical Natural …

3. Dorothea MacPhail; David Harbecke; Lisa Raithel; Sebastian Möller

   Evaluating the Robustness of Adverse Drug Event Classification Models using Templates

   In: Dina Demner-Fushman; Sophia Ananiadou; Makoto Miwa; Kirk Roberts; Junichi Tsujii (Hrsg.). Proceedings of the 23rd Workshop on Biomedical Natural …

4. Nikolas Wehner; Nils Feldhus; Michael Seufert; Sebastian Möller; Tobias Hoßfeld

   QoEXplainer: Mediating Explainable Quality of Experience Models with Large Language Models

   In: 2024 16th International Conference on Quality of Multimedia Experience (QoMEX). International Conference on Quality of Multimedia Experience …

5. Bilgin Osmanodja; Zeineb Sassi; Sascha Eickmann; Carla Maria Hansen; Roland Roller; Aljoscha Burchardt; David Samhammer; Peter Dabrock; Sebastian Möller; Klemens Budde; Anne Herrmann

   Investigating the Impact of AI on Shared Decision-Making in Post-Kidney Transplant Care (PRIMA-AI): Protocol for a Randomized Controlled Trial

   In: JMIR Research Protocols, Vol. 13, No. 1, Pages 1-5, JMIR Publications Inc., Toronto, Canada, 2024.

6. Vera Schmitt; Balazs Csomor; Joachim Meyer; Luis-Felipe Villa-Arenas; Charlott Jakob; Tim Polzehl; Sebastian Möller

   Evaluating Human-Centered AI Explanations: Introduction of an XAI Evaluation Framework for Fact-Checking

   In: Proceedings of the 3rd ACM International Workshop on Multimedia AI against Disinformation. ACM International Workshop on Multimedia AI against …

7. Vera Schmitt; Luis-Felipe Villa-Arenas; Nils Feldhus; Joachim Meyer; Robert P. Spang; Sebastian Moeller

   The Role of Explainability in Collaborative Human-AI Disinformation Detection

   In: FAccT '24: Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency. ACM Conference on Fairness, Accountability, and …

8. Qianli Wang; Tatiana Anikina; Nils Feldhus; Josef van Genabith; Leonhard Hennig; Sebastian Möller

   LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools and Self-Explanations

   In: Su Lin Blodgett; Amanda Cercas Curry; Sunipa Dev; Michael Madaio; Ani Nenkova; Diyi Yang; Ziang Xiao (Hrsg.). Proceedings of the Third Workshop on …

9. Vera Schmitt; Jakob Tesch; Eva Lopez; Tim Polzehl; Aljoscha Burchardt; Konstanze Neumann; Salar Mohtaj; Sebastian Möller

   Implications of Regulations on Large Generative AI Models in the Super-Election Year and the Impact on Disinformation

   In: Proceedings of the Workshop on Legal and Ethical Issues in Human Language Technologies @ LREC-COLING 2024. Legal and Ethical Issues in Human …

10. Yuxuan Chen; Daniel Röder; Justus-Jonas Erker; Leonhard Hennig; Philippe Thomas; Sebastian Möller; Roland Roller

    Retrieval-Augmented Knowledge Integration into Language Models: A Survey

    In: Sha Li; Manling Li; Michael JQ Zhang; Eunsol Choi; Mor Geva; Peter Hase; Heng Ji (Hrsg.). Proceedings of the 1st Workshop on Towards Knowledgeable …

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