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Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Starstruckx2

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@DFKI-NLP

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nfelnlp/README.md

👋 Hi there

I am a postdoctoral researcher at the Berlin Institute for the Foundations of Learning and the Technische Universität Berlin advised by Prof. Dr.-Ing. Sebastian Möller, affiliated with the the German Research Center for Artificial Intelligence (DFKI) as a guest researcher.

🔭 Research

Advancing the interpretability of language models with the goal of increasing trust and simplifying access to explanations! I am open to collaborations on rationale generation, text simplification and summarization, concept explanations, biomedical and clinical NLP, and evaluation measures for model-generated text.

My publications are listed on my homepage and on Google Scholar.

🏛️ Education

PhD at TU Berlin (2021-2025)
M.Sc. in Cognitive Systems at Uni Potsdam (2016-2020)
B.A. in Computational Linguistics at Uni Heidelberg (2013-2016)

Pinned Loading

  1. inseq-team/inseq inseq-team/inseq Public

    Interpretability for sequence generation models 🐛 🔍

    Python 437 38

  2. DFKI-NLP/InterroLang DFKI-NLP/InterroLang Public

    InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations [EMNLP 2023 Findings]

    Python 8

  3. j-frei/Infherno j-frei/Infherno Public

    Python 3

  4. DFKI-NLP/SMV DFKI-NLP/SMV Public

    Code and data for the ACL 2023 NLReasoning Workshop paper "Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods" (Feldhus et al., 2…

    Python 9 1

  5. DFKI-NLP/LLMCheckup DFKI-NLP/LLMCheckup Public

    Code for the NAACL 2024 HCI+NLP Workshop paper "LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools and Self-explanation" (Wang et al. 2024)

    Python 13 1

  6. DFKI-NLP/thermostat DFKI-NLP/thermostat Public

    Collection of NLP model explanations and accompanying analysis tools

    Jsonnet 144 8