Nils Feldhus

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 27

Top Topics

Decision Support

Open Domain Question Answering

Top Venues

EACL (System Demonstrations)

Publications

Nils Feldhus, Aliki Anagnostopoulou, Qianli Wang, Milad Alshomary, Henning Wachsmuth, Daniel Sonntag, Sebastian Möller
Towards Modeling and Evaluating Instructional Explanations in Teacher-Student Dialogues. GoodIT (2024)
Qianli Wang, Tatiana Anikina, Nils Feldhus, Josef van Genabith, Leonhard Hennig, Sebastian Möller
LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools. CoRR (2024)
Qianli Wang, Tatiana Anikina, Nils Feldhus, Simon Ostermann, Sebastian Möller
CoXQL: A Dataset for Parsing Explanation Requests in Conversational XAI Systems. CoRR (2024)
Nikolas Wehner, Nils Feldhus, Michael Seufert, Sebastian Möller, Tobias Hoßfeld
QoEXplainer: Mediating Explainable Quality of Experience Models with Large Language Models. QoMEX (2024)
Vera Schmitt, Luis-Felipe Villa-Arenas, Nils Feldhus, Joachim Meyer, Robert P. Spang, Sebastian Möller
The Role of Explainability in Collaborative Human-AI Disinformation Detection. FAccT (2024)
Yi-Sheng Hsu, Nils Feldhus, Sherzod Hakimov
Free-text Rationale Generation under Readability Level Control. CoRR (2024)
Gabriele Sarti, Nils Feldhus, Ludwig Sickert, Oskar van der Wal
Inseq: An Interpretability Toolkit for Sequence Generation Models. CoRR (2023)
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. VISIGRAPP (2: HUCAPP) (2023)
Nils Feldhus, Qianli Wang, Tatiana Anikina, Sahil Chopra, Cennet Oguz, Sebastian Möller
InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations. EMNLP (Findings) (2023)
Nils Feldhus, Qianli Wang, Tatiana Anikina, Sahil Chopra, Cennet Oguz, Sebastian Möller
InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations. CoRR (2023)
Gabriele Sarti, Nils Feldhus, Ludwig Sickert, Oskar van der Wal
Inseq: An Interpretability Toolkit for Sequence Generation Models. ACL (demo) (2023)
Roland Roller, Aljoscha Burchardt, Nils Feldhus, Laura Seiffe, Klemens Budde, Simon Ronicke, Bilgin Osmanodja
An Annotated Corpus of Textual Explanations for Clinical Decision Support. LREC (2022)
Daniel Fernau, Stefan Hillmann, Nils Feldhus, Tim Polzehl
Towards Automated Dialog Personalization using MBTI Personality Indicators. INTERSPEECH (2022)
Nils Feldhus, Leonhard Hennig, Maximilian Dustin Nasert, Christopher Ebert, Robert Schwarzenberg, Sebastian Möller
Constructing Natural Language Explanations via Saliency Map Verbalization. CoRR (2022)
Nils Feldhus, Ajay Madhavan Ravichandran, Sebastian Möller
Mediators: Conversational Agents Explaining NLP Model Behavior. CoRR (2022)
Daniel Fernau, Stefan Hillmann, Nils Feldhus, Tim Polzehl, Sebastian Möller
Towards Personality-Aware Chatbots. SIGDIAL (2022)
Mareike Hartmann, Han Du, Nils Feldhus, Ivana Kruijff-Korbayová, Daniel Sonntag
XAINES: Explaining AI with Narratives. Künstliche Intell. 36 (3) (2022)
Robert Schwarzenberg, Nils Feldhus, Sebastian Möller
Efficient Explanations from Empirical Explainers. CoRR (2021)
Robert Schwarzenberg, Nils Feldhus, Sebastian Möller
Efficient Explanations from Empirical Explainers. BlackboxNLP@EMNLP (2021)
Nils Feldhus, Robert Schwarzenberg, Sebastian Möller
Thermostat: A Large Collection of NLP Model Explanations and Analysis Tools. EMNLP (Demos) (2021)
Jan Nehring, Nils Feldhus, Harleen Kaur, Akhyar Ahmed
Combining Open Domain Question Answering with a Task-Oriented Dialog System. DialDoc@ACL-IJCNLP (2021)
Nils Feldhus, Robert Schwarzenberg, Sebastian Möller
Thermostat: A Large Collection of NLP Model Explanations and Analysis Tools. CoRR (2021)
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 Janosik, Katja Prinz, Andrés García-Silva, Cristian Berrio, Ondrej Klejch, Steve Renals
European Language Grid: A Joint Platform for the European Language Technology Community. EACL (System Demonstrations) (2021)
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
Towards an Interoperable Ecosystem of AI and LT Platforms: A Roadmap for the Implementation of Different Levels of Interoperability. IWLTP@LREC (2020)
Georg Rehm, Dimitrios 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 P. McCrae, David Laqua, Irina Patricia Theile, Christian Dittmar, Kalina Bontcheva, Ian Roberts, Andrejs Vasiljevs, Andis Lagzdins
Towards an Interoperable Ecosystem of AI and LT Platforms: A Roadmap for the Implementation of Different Levels of Interoperability. CoRR (2020)
Karolina Zaczynska, Nils Feldhus, Robert Schwarzenberg, Aleksandra Gabryszak, Sebastian Möller
Evaluating German Transformer Language Models with Syntactic Agreement Tests. CoRR (2020)
Karolina Zaczynska, Nils Feldhus, Robert Schwarzenberg, Aleksandra Gabryszak, Sebastian Möller
Evaluating German Transformer Language Models with Syntactic Agreement Tests. SwissText/KONVENS (2020)