Skip to content
View nfelnlp's full-sized avatar
🎯
Focusing
🎯
Focusing
41 followers · 74 following

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Starstruckx2

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Starstruckx2

Highlights

  • Pro

Organizations

@DFKI-NLP

Block or report nfelnlp

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
nfelnlp/README.md

👋 Hi there

I am an incoming postdoctoral researcher at the Berlin Institute for the Foundations of Learning and the Technische Universität Berlin (graduating early 2025) advised by Prof. Dr.-Ing. Sebastian Möller, affiliated with the XplaiNLP group as a Senior Researcher as well as with the German Research Center for Artificial Intelligence (DFKI) as a guest researcher. Between 2020 and 2024, I was a software engineer at the Speech and Language Technology department of the German Research Center for Artificial Intelligence (DFKI) in Berlin and part of the European Language Grid technical team from January 2020 to March 2021.

🔭 Research

My main research interest is the interpretability of language models with the goal of increasing the trust and reliability for users and simplifying access to explanations. Other topics include rationale generation, text simplification and summarization, dialogue systems, 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 393 36

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

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

    Python 6 1

  3. 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

  4. 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

  5. DFKI-NLP/emp-exp DFKI-NLP/emp-exp Public

    Jsonnet 7 2

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

    Collection of NLP model explanations and accompanying analysis tools

    Jsonnet 145 8