no code implementations • 3 May 2024 • Patrick Krauss, Jannik Hösch, Claus Metzner, Andreas Maier, Peter Uhrig, Achim Schilling
We found that the activation vectors of the hidden units cluster according to stylistic variations in earlier layers of BERT (1) than narrative content (4-5).
1 code implementation • 23 Apr 2024 • Esam Ghaleb, Ilya Burenko, Marlou Rasenberg, Wim Pouw, Ivan Toni, Peter Uhrig, Anna Wilson, Judith Holler, Aslı Özyürek, Raquel Fernández
Our findings indicate that expanding the speech buffer beyond visual time segments improves performance and that multimodal integration using cross-modal and early fusion techniques outperforms baseline methods using unimodal and late fusion methods.
1 code implementation • 21 Aug 2023 • Esam Ghaleb, Ilya Burenko, Marlou Rasenberg, Wim Pouw, Peter Uhrig, Judith Holler, Ivan Toni, Aslı Özyürek, Raquel Fernández
Yet, the prevalent approach to automatic gesture detection treats the problem as binary classification, classifying a segment as either containing a gesture or not, thus failing to capture its inherently sequential and contextual nature.
no code implementations • 5 Jul 2022 • Elnaz Shafaei-Bajestan, Peter Uhrig, R. Harald Baayen
Our goal is to compare two models for the conceptualization of plurality.
no code implementations • 29 Mar 2022 • Elnaz Shafaei-Bajestan, Masoumeh Moradipour-Tari, Peter Uhrig, R. Harald Baayen
In comparison with our approach, a method from compositional distributional semantics, called FRACSS, predicted plural vectors that were more similar to the corpus-extracted plural vectors in terms of direction but not vector length.
no code implementations • LREC 2012 • Thomas Proisl, Peter Uhrig
State-of-the-art dependency representations such as the Stanford Typed Dependencies may represent the grammatical relations in a sentence as directed, possibly cyclic graphs.