A Call for Standardization and Validation of Text Style Transfer Evaluation. - Phil Ostheimer; Mayank Kumar Nagda; Marius Kloft; Sophie Fellenz (ACL (Findings), 2023)

Evaluating Dynamic Topic Models. - Charu James; Mayank Nagda; Nooshin Haji Ghassemi; Marius Kloft; Sophie Fellenz (ACL (1), 2024)

Text Style Transfer Evaluation Using Large Language Models. - Phil Sidney Ostheimer; Mayank Kumar Nagda; Marius Kloft; Sophie Fellenz (LREC/COLING, 2024)

Putting Back the Stops: Integrating Syntax with Neural Topic Models. - Mayank Nagda; Sophie Fellenz (IJCAI, 2024)

HANNA: Hard-constraint Neural Network for Consistent Activity Coefficient Prediction. - Thomas Specht; Mayank Nagda; Sophie Fellenz; Stephan Mandt; Hans Hasse; Fabian Jirasek (CoRR, 2024)

SetPINNs: Set-based Physics-informed Neural Networks. - Mayank Nagda; Phil Ostheimer; Thomas Specht; Frank Rhein; Fabian Jirasek; Marius Kloft; Sophie Fellenz (CoRR, 2024)

Tethering Broken Themes: Aligning Neural Topic Models with Labels and Authors. - Mayank Nagda; Phil Ostheimer; Sophie Fellenz (NAACL (Findings), 2025)

Sparse Data Generation Using Diffusion Models. - Phil Ostheimer; Mayank Nagda; Marius Kloft; Sophie Fellenz (CoRR, 2025)