no code implementations • EMNLP 2021 • Nathaniel Berger, Stefan Riezler, Sebastian Ebert, Artem Sokolov
Recently more attention has been given to adversarial attacks on neural networks for natural language processing (NLP).
no code implementations • 10 Nov 2022 • Sebastian Ebert, Alice Shoshana Jakobovits, Katja Filippova
Realizing when a model is right for a wrong reason is not trivial and requires a significant effort by model developers.
no code implementations • 16 Sep 2021 • Nathaniel Berger, Stefan Riezler, Artem Sokolov, Sebastian Ebert
Recently more attention has been given to adversarial attacks on neural networks for natural language processing (NLP).
1 code implementation • EACL 2021 • Anders Søgaard, Sebastian Ebert, Jasmijn Bastings, Katja Filippova
We argue that random splits, like standard splits, lead to overly optimistic performance estimates.
1 code implementation • NAACL 2016 • Sascha Rothe, Sebastian Ebert, Hinrich Schütze
Embeddings are generic representations that are useful for many NLP tasks.
no code implementations • WS 2016 • Wenpeng Yin, Sebastian Ebert, Hinrich Schütze
Understanding open-domain text is one of the primary challenges in natural language processing (NLP).