Publikationen

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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 …
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 …
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 …
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: …
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,. …
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.
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 …
Mareike Hartmann; Han Du; Nils Feldhus; Ivana Kruijff-Korbayová; Daniel Sonntag
XAINES: Explaining AI with Narratives
In: Ute Schmid; Britta Wrede (Hrsg.). KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche …
Nils Feldhus; Ajay Madhavan Ravichandran; Sebastian Möller
Mediators: Conversational Agents Explaining NLP Model Behavior
In: Rosina Weber; Ofra Amir; Tim Miller (Hrsg.). IJCAI 2022 - Workshop on Explainable Artificial Intelligence (XAI). IJCAI Workshop on Explainable …
Roland Roller; Aljoscha Burchardt; Nils Feldhus; Laura Seiffe; Klemens Budde; Simon Ronicke; Bilgin Osmanodja
An Annotated Corpus of Textual Explanations for Clinical Decision Support
In: Nicoletta Calzolari; Frederic Bechet; Philippe Blache; Khalid Choukri; Christopher Cieri; Thierry Declerck; Sara Goggi; Hitoshi Isahara; Bente …