| Inseq: An interpretability toolkit for sequence generation models G Sarti, N Feldhus, L Sickert, O Van Der Wal, M Nissim, A Bisazza arXiv preprint arXiv:2302.13942, 2023 | 37 | 2023 |
| European language grid: A joint platform for the european language technology community G Rehm, S Piperidis, K Bontcheva, J Hajic, V Arranz, A Vasiļjevs, ... Proceedings of the 16th Conference of the European Chapter of the …, 2021 | 36 | 2021 |
| Towards an Interoperable Ecosystem of AI and LT Platforms: A Roadmap for the Implementation of Different Levels of Interoperability G Rehm, D Galanis, P Labropoulou, S Piperidis, M Welß, R Usbeck, ... arXiv preprint arXiv:2004.08355, 2020 | 22 | 2020 |
| Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods N Feldhus, L Hennig, MD Nasert, C Ebert, R Schwarzenberg, S Möller Proceedings of the 1st Workshop on Natural Language Reasoning and Structured …, 2023 | 17* | 2023 |
| Towards Personality-Aware Chatbots D Fernau, S Hillmann, N Feldhus, T Polzehl, S Möller Proceedings of the 23rd Annual Meeting of the Special Interest Group on …, 2022 | 14 | 2022 |
| Mediators: Conversational Agents Explaining NLP Model Behavior N Feldhus, AM Ravichandran, S Möller Proceedings of the IJCAI 2022 Workshop on Explainable Artificial …, 2022 | 13 | 2022 |
| Thermostat: A Large Collection of NLP Model Explanations and Analysis Tools N Feldhus, R Schwarzenberg, S Möller Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021 | 12 | 2021 |
| Efficient Explanations from Empirical Explainers R Schwarzenberg, N Feldhus, S Möller Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting …, 2021 | 10 | 2021 |
| Towards Automated Dialog Personalization using MBTI Personality Indicators D Fernau, S Hillmann, N Feldhus, T Polzehl INTERSPEECH 2022, 2022 | 9 | 2022 |
| Combining Open Domain Question Answering with a Task-Oriented Dialog System J Nehring, N Feldhus, H Kaur, A Ahmed Proceedings of the 1st Workshop on Document-grounded Dialogue and …, 2021 | 9 | 2021 |
| XAINES: Explaining AI with narratives M Hartmann, H Du, N Feldhus, I Kruijff-Korbayová, D Sonntag KI-Künstliche Intelligenz 36 (3), 287-296, 2022 | 8 | 2022 |
| An Annotated Corpus of Textual Explanations for Clinical Decision Support R Roller, A Burchardt, N Feldhus, L Seiffe, K Budde, S Ronicke, ... Proceedings of the 13th Language Resources and Evaluation Conference (LREC …, 2022 | 6 | 2022 |
| What to explain when explaining is difficult? An interdisciplinary primer on XAI and meaningful information in automated decision-making H Asghari, N Birner, A Burchardt, D Dicks, J Faßbender, N Feldhus, ... Alexander von Humboldt Institute for Internet and Society. Available at …, 2021 | 5 | 2021 |
| Evaluating German Transformer Language Models with Syntactic Agreement Tests K Zaczynska, N Feldhus, R Schwarzenberg, A Gabryszak, S Möller Proceedings of the 5th Swiss Text Analytics Conference (SwissText) & 16th …, 2020 | 4 | 2020 |
| InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations N Feldhus, Q Wang, T Anikina, S Chopra, C Oguz, S Möller arXiv preprint arXiv:2310.05592, 2023 | 3 | 2023 |
| Fighting Disinformation: Overview of Recent AI-Based Collaborative Human-Computer Interaction for Intelligent Decision Support Systems. T Polzehl, V Schmitt, N Feldhus, J Meyer, S Möller VISIGRAPP (2: HUCAPP), 267-278, 2023 | 3 | 2023 |
| The Role of Explainability in Collaborative Human-AI Disinformation Detection V Schmitt, LF Villa-Arenas, N Feldhus, J Meyer, RP Spang, S Möller The 2024 ACM Conference on Fairness, Accountability, and Transparency, 2157-2174, 2024 | 2 | 2024 |
| LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools Q Wang, T Anikina, N Feldhus, J van Genabith, L Hennig, S Möller arXiv preprint arXiv:2401.12576, 2024 | 2 | 2024 |
| AUTOMATIC USER EXPERIENCE EVALUATION OF GOAL-ORIENTED DIALOGS USING PRE-TRAINED LANGUAGE MODELS M Rebensburg, S Hillmann, N Feldhus In Proc. ESSV, 2023 | 1 | 2023 |
| Free-text Rationale Generation under Readability Level Control YS Hsu, N Feldhus, S Hakimov arXiv preprint arXiv:2407.01384, 2024 | | 2024 |
Sebastian MöllerProfessor for Quality and Usability, TU Berlin and Scientific Director, DFKIVerified email at tu-berlin.de
