Nils Feldhus

According to our database, Nils Feldhus authored at least 25 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Qianli Wang, Tatiana Anikina, Nils Feldhus, Simon Ostermann, Sebastian Möller, Vera Schmitt

CoRR, 2024

Free-text Rationale Generation under Readability Level Control.

Yi-Sheng Hsu, Nils Feldhus, Sherzod Hakimov

CoRR, 2024

LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools.

Qianli Wang, Tatiana Anikina, Nils Feldhus, Josef van Genabith, Leonhard Hennig, Sebastian Möller

CoRR, 2024

Democratizing Advanced Attribution Analyses of Generative Language Models with the Inseq Toolkit.

Gabriele Sarti, Nils Feldhus, Jirui Qi, Malvina Nissim, Arianna Bisazza

Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

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

Nikolas Wehner, Nils Feldhus, Michael Seufert, Sebastian Möller, Tobias Hoßfeld

Proceedings of the 16th International Conference on Quality of Multimedia Experience, 2024

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

Maximilian Bleick, Nils Feldhus, Aljoscha Burchardt, Sebastian Möller

Proceedings of the 17th International Natural Language Generation Conference, 2024

Towards Modeling and Evaluating Instructional Explanations in Teacher-Student Dialogues.

Nils Feldhus, Aliki Anagnostopoulou, Qianli Wang, Milad Alshomary, Henning Wachsmuth, Daniel Sonntag, Sebastian Möller

Proceedings of the 2024 International Conference on Information Technology for Social Good, 2024

The Role of Explainability in Collaborative Human-AI Disinformation Detection.

Vera Schmitt, Luis-Felipe Villa-Arenas, Nils Feldhus, Joachim Meyer, Robert P. Spang, Sebastian Möller

Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency, 2024

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

Qianli Wang, Tatiana Anikina, Nils Feldhus, Simon Ostermann, Sebastian Möller

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

XAI for Better Exploitation of Text in Medical Decision Support.

Ajay Madhavan Ravichandran, Julianna Grune, Nils Feldhus, Aljoscha Burchardt, Roland Roller, Sebastian Möller

Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, 2024

2023

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

Tim Polzehl, Vera Schmitt, Nils Feldhus, Joachim Meyer, Sebastian Möller

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

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

Nils Feldhus, Qianli Wang, Tatiana Anikina, Sahil Chopra, Cennet Oguz, Sebastian Möller

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Inseq: An Interpretability Toolkit for Sequence Generation Models.

Gabriele Sarti, Nils Feldhus, Ludwig Sickert, Oskar van der Wal

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023

2022

XAINES: Explaining AI with Narratives.

Mareike Hartmann, Han Du, Nils Feldhus, Ivana Kruijff-Korbayová, Daniel Sonntag

Künstliche Intell., 2022

Constructing Natural Language Explanations via Saliency Map Verbalization.

Nils Feldhus, Leonhard Hennig, Maximilian Dustin Nasert, Christopher Ebert, Robert Schwarzenberg, Sebastian Möller

CoRR, 2022

Mediators: Conversational Agents Explaining NLP Model Behavior.

Nils Feldhus, Ajay Madhavan Ravichandran, Sebastian Möller

CoRR, 2022

Towards Personality-Aware Chatbots.

Daniel Fernau, Stefan Hillmann, Nils Feldhus, Tim Polzehl, Sebastian Möller

Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2022

An Annotated Corpus of Textual Explanations for Clinical Decision Support.

Roland Roller, Aljoscha Burchardt, Nils Feldhus, Laura Seiffe, Klemens Budde, Simon Ronicke, Bilgin Osmanodja

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Towards Automated Dialog Personalization using MBTI Personality Indicators.

Daniel Fernau, Stefan Hillmann, Nils Feldhus, Tim Polzehl

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

2021

Thermostat: A Large Collection of NLP Model Explanations and Analysis Tools.

Nils Feldhus, Robert Schwarzenberg, Sebastian Möller

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2021

European Language Grid: A Joint Platform for the European Language Technology Community.

Georg Rehm, Stelios Piperidis, Kalina Bontcheva, Jan Hajic, Victoria Arranz, Andrejs Vasiljevs, Gerhard Backfried, José Manuél Gómez-Pérez, Ulrich Germann, Rémi Calizzano, Nils Feldhus, Stefanie Hegele, Florian Kintzel, Katrin Marheinecke, Julián Moreno Schneider, Dimitris Galanis, Penny Labropoulou, Miltos Deligiannis, Katerina Gkirtzou, Athanasia Kolovou, Dimitris Gkoumas, Leon Voukoutis, Ian Roberts, Jana Hamrlová, Dusan Varis, Lukás Kacena, Khalid Choukri, Valérie Mapelli, Mickaël Rigault, Julija Melnika, Miroslav Jánosík, Katja Prinz, Andrés García-Silva, Cristian Berrio, Ondrej Klejch, Steve Renals

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, 2021

Efficient Explanations from Empirical Explainers.

Robert Schwarzenberg, Nils Feldhus, Sebastian Möller

Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2021

Combining Open Domain Question Answering with a Task-Oriented Dialog System.

Jan Nehring, Nils Feldhus, Harleen Kaur, Akhyar Ahmed

Proceedings of the 1st Workshop on Document-grounded Dialogue and Conversational Question Answering, 2021

2020

Evaluating German Transformer Language Models with Syntactic Agreement Tests.

Karolina Zaczynska, Nils Feldhus, Robert Schwarzenberg, Aleksandra Gabryszak, Sebastian Möller

Proceedings of the 5th Swiss Text Analytics Conference and the 16th Conference on Natural Language Processing, 2020

Towards an Interoperable Ecosystem of AI and LT Platforms: A Roadmap for the Implementation of Different Levels of Interoperability.

Georg Rehm, Dimitris Galanis, Penny Labropoulou, Stelios Piperidis, Martin Welß, Ricardo Usbeck, Joachim Köhler, Miltos Deligiannis, Katerina Gkirtzou, Johannes Fischer, Christian Chiarcos, Nils Feldhus, Julián Moreno Schneider, Florian Kintzel, Elena Montiel-Ponsoda, Víctor Rodríguez-Doncel, John Philip McCrae, David Laqua, Irina Patricia Theile, Christian Dittmar, Kalina Bontcheva, Ian Roberts, Andrejs Vasiljevs, Andis Lagzdins

Proceedings of the 1st International Workshop on Language Technology Platforms, 2020