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I am a researcher and software engineer at the Speech and Language Technology department of the German Research Center for Artificial Intelligence (DFKI) in Berlin and a PhD candidate in Computer Science advised by Prof. Dr.-Ing. Sebastian Möller starting April 2021. Part of the European Language Grid technical team from January 2020 to March 2021.

Interpretability and Analysis of NLP Models, especially making exploration of model behavior accessible to more user groups through interactive explanations.

InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations (Feldhus et al., 2023) @ EMNLP 2023 Findings

Thermostat: A Large Collection of NLP Model Explanations and Analysis Tools (Feldhus et al., 2021) @ EMNLP 2021 System Demonstrations

Inseq: An Interpretability Toolkit for Sequence Generation Models (Sarti et al., 2023) @ ACL 2023 System Demonstrations

More of my publications on my homepage and on Google Scholar

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)

🦊 GitLab: @nfel
🐦 Twitter: @nfelnlp
🐘 Mastodon (sigmoid.social): @feldhus