Innovative Fabriksysteme

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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. 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 …

4. 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 …

5. 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 …

6. Nils Feldhus; Qianli Wang; Tatiana Anikina; Sahil Chopra; Cennet Oguz; Sebastian Möller

   InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations

   In: Houda Bouamor; Juan Pino; Kalika Bali (Hrsg.). Findings of the Association for Computational Linguistics: EMNLP 2023. Conference on Empirical …

7. Gabriele Sarti; Nils Feldhus; Ludwig Sickert; Oskar van der Wal; Malvina Nissim; Arianna Bisazza

   Inseq: An Interpretability Toolkit for Sequence Generation Models

   In: Danushka Bollegala; Ruihong Huang; Alan Ritter (Hrsg.). Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: …

8. Tim Polzehl; Vera Schmitt; Nils Feldhus; Joachim Meyer; Sebastian Möller

   Fighting Disinformation: Overview of Recent AI-Based Collaborative Human-Computer Interaction for Intelligent Decision Support Systems

   In: Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - HUCAPP,. …

9. Jan Nehring; Nils Feldhus; Akhyar Ahmed

   Adapters for the Resource Efficient Deployment of Natural Language Understanding Models

   In: Studientexte zur Sprachkommunikation: Elektronische Sprachsignalverarbeitung 2023. Elektronische Sprachsignalverarbeitung (ESSV-2023), ESSV, 2023.

10. Nils Feldhus; Leonhard Hennig; Maximilian Dustin Nasert; Christopher Ebert; Robert Schwarzenberg; Sebastian Möller

    Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods

    In: Greg Durrett; Bhavana Dalvi; Jason Wei; Peter Jansen; Danilo Ribeiro; Lionel Wong (Hrsg.). Proceedings of the First Workshop on Natural Language …

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