Enriching Argumentative Texts with Implicit Knowledge. - Maria Becker; Michael Staniek; Vivi Nastase; Anette Frank (NLDB, 2017)

Classifying Semantic Clause Types: Modeling Context and Genre Characteristics with Recurrent Neural Networks and Attention. - Maria Becker; Michael Staniek; Vivi Nastase; Alexis Palmer; Anette Frank (*SEM, 2017)

Assessing the Difficulty of Classifying ConceptNet Relations in a Multi-Label Classification Setting. - Maria Becker; Michael Staniek; Vivi Nastase; Anette Frank (RELATIONS@IWCS, 2019)

Error-Aware Interactive Semantic Parsing of OpenStreetMap. - Michael Staniek; Stefan Riezler (CoRR, 2021)

Early Prediction of Causes (not Effects) in Healthcare by Long-Term Clinical Time Series Forecasting. - Michael Staniek; Marius Fracarolli; Michael Hagmann; Stefan Riezler (MLHC, 2024)

Text-to-OverpassQL: A Natural Language Interface for Complex Geodata Querying of OpenStreetMap. - Michael Staniek; Raphael Schumann; Maike Züfle; Stefan Riezler (Trans. Assoc. Comput. Linguistics, 2024)

Compositionality in Time Series: A Proof of Concept using Symbolic Dynamics and Compositional Data Augmentation. - Michael Hagmann; Michael Staniek; Stefan Riezler (Trans. Mach. Learn. Res., 2025)