Search Results for author: Sebastian Ebert

Found 11 papers, 2 papers with code

Understanding Text Classification Data and Models Using Aggregated Input Salience

no code implementations10 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.

text-classification Text Classification

Don't Search for a Search Method -- Simple Heuristics Suffice for Adversarial Text Attacks

no code implementations16 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).

Adversarial Text

We Need to Talk About Random Splits

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.

Domain Adaptation

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