Automatic Classification of Attributes in German Adjective-Noun Phrases

1 code implementation • IWCS (ACL) 2021 • Neele Falk, Yana Strakatova, Eva Huber, Erhard Hinrichs

In order to safeguard against unwelcome memorization effects, we present an automatic data augmentation method based on a lexical resource that can increase the size of the training data to a large extent.

Attribute Classification +2

All That Glitters is Not Gold: A Gold Standard of Adjective-Noun Collocations for German

no code implementations • LREC 2020 • Yana Strakatova, Neele Falk, Isabel Fuhrmann, Erhard Hinrichs, Daniela Rossmann

In this paper we present the GerCo dataset of adjective-noun collocations for German, such as alter Freund {`}old friend{'} and tiefe Liebe {`}deep love{'}.

Word Embeddings

Semantic Modelling of Adjective-Noun Collocations Using FrameNet

no code implementations • WS 2019 • Yana Strakatova, Erhard Hinrichs

More specifically, the notion of a frame is rich enough to account for nouns from different semantic classes and to model semantic relations that hold between an adjective and a noun in terms of Frame Elements.