1 code implementation • Findings (ACL) 2022 • Andreas Waldis, Tilman Beck, Iryna Gurevych
Identifying the relation between two sentences requires datasets with pairwise annotations.
no code implementations • 14 Feb 2024 • Stefan Erben, Andreas Waldis
Furthermore, we conduct a data annotation study, shedding light on the reasons and causes of the problem and evaluate the system through user feedback and comparison with existing models.
1 code implementation • 2 Feb 2024 • Andreas Waldis, Yufang Hou, Iryna Gurevych
Pre-trained language models (LMs) perform well in In-Topic setups, where training and testing data come from the same topics.
no code implementations • 15 Sep 2023 • Andreas Waldis, Yufang Hou, Iryna Gurevych
Our findings challenge the previously asserted general superiority of in-context learning (ICL) for OOD.
1 code implementation • 3 Nov 2022 • Tilman Beck, Andreas Waldis, Iryna Gurevych
Stance detection deals with identifying an author's stance towards a target.
no code implementations • 11 Jun 2021 • Andreas Waldis, Luca Mazzola
The proposed architecture consists of two parts: (1) a shared Sequence Layer and (2) a stacked component with multiple Tagging Layers.