Speech and Language Technology

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1. Qianli Wang; Tatiana Anikina; Nils Feldhus; Simon Ostermann; Sebastian Möller; Vera Schmitt

   Cross-Refine: Improving Natural Language Explanation Generation by Learning in Tandem

   In: Marianna Apidianaki; Hend Al-Khalifa; Barbara Di Eugenio; Steven Schockaert (Hrsg.). 31th International Conference on Computational Linguistics 2025. International Conference on Computational Linguistics (COLING-2025), January 19-24, Abu Dhabi, United Arab Emirates, International Conference on Computational Linguistics, 2025.

2. Qianli Wang; Nils Feldhus; Simon Ostermann; Luis Felipe Villa Arenas; Sebastian Möller; Vera Schmitt

   FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation

   In: Mohammad Taher Pilehvar; Ekaterina Shutova; Wanxiang Che; Joyce Nabende (Hrsg.). Findings of the Association for Computational Linguistics: ACL 2025. Annual Meeting of the Association for Computational Linguistics (ACL-2025), The 63rd Annual Meeting of the Association for Computational Linguistics, located at ACL 2025 Findings, July 27 - August 1, Vienna, Austria, Association for Computational Linguistics, 2025.

3. 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 for Social Good (GoodIT-2024), September 4-6, Bremen, Germany, GoodIT '24, ISBN 9798400710940, Association for Computing Machinery, 9/2024.

4. Nils Feldhus

   Conversational XAI and Explanation Dialogues

   In: Koji Inoue; Yahui Fu; Agnes Axelsson; Atsumoto Ohashi; Brielen Madureira; Yuki Zenimoto; Biswesh Mohapatra; Armand Stricker; Sopan Khosla (Hrsg.). Proceedings of the 20th Workshop of Young Researchers' Roundtable on Spoken Dialogue Systems. Young Researchers' Roundtable on Spoken Dialogue Systems (YRRSDS-2024), located at Annual SIGdial Meeting on Discourse and Dialogue, Kyoto, Japan, Pages 1-4, Association for Computational Linguistics, 9/2024.

5. 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 Language Processing. Workshop on Current Trends in Biomedical Natural Language Processing (BioNLP-2024), located at Association for Computational Linguistics (ACL), August 16, Bangkok, Thailand, Pages 506-513, Association for Computational Linguistics, 8/2024.

6. 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 (QoMEX-2024), Karlshamn, Sweden, IEEE, 7/2024.

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 Transparency (ACM FAccT-2024), ISBN 9798400704505, Association for Computing Machinery, New York, NY, USA, 2024.

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.). Third Workshop on Bridging Human-Computer Interaction and Natural Language Processing - Proceedings of the Workshop. Workshop on Bridging Human-Computer Interaction and Natural Language Processing (HCI+NLP-2024), located at NAACL 2024, June 21, Mexico City, Mexico, ISBN 979-8-89176-111-7, Association for Computational Linguistics. 2024.

9. Qianli Wang; Tatiana Anikina; Nils Feldhus; Simon Ostermann; Sebastian Möller

   CoXQL: A Dataset for Parsing Explanation Requests in Conversational XAI Systems

   In: Yaser Al-Onaizan; Mohit Bansal; Yun-Nung (Vivian) Chen (Hrsg.). Findings of the Association for Computational Linguistics: EMNLP 2024. Conference on Empirical Methods in Natural Language Processing (EMNLP-2024), November 11-16, Miami, Florida, USA, Association for Computational Linguistics, 2024.

10. Maximilian Bleick; Nils Feldhus; Aljoscha Burchardt; Sebastian Möller

    German Voter Personas Can Radicalize LLM Chatbots via the Echo Chamber Effect

    In: Saad Mahamood; Nguyen Le Minh; Daphne Ippolito (Hrsg.). Proceedings of the 17th International Natural Language Generation Conference. International Natural Language Generation Conference (INLG), Tokyo, Japan, Pages 153-164, Association for Computational Linguistics, 2024.

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