Wikidated 1.0: An Evolving Knowledge Graph Dataset of Wikidata's Revision History

1 code implementation • 9 Dec 2021 • Lukas Schmelzeisen, Corina Dima, Steffen Staab

Wikidata is the largest general-interest knowledge base that is openly available.

No Word is an Island -- A Transformation Weighting Model for Semantic Composition

1 code implementation • 11 Jul 2019 • Corina Dima, Daniël de Kok, Neele Witte, Erhard Hinrichs

Composition models of distributional semantics are used to construct phrase representations from the representations of their words.

Semantic Composition

No Word is an Island---A Transformation Weighting Model for Semantic Composition

no code implementations • TACL 2019 • Corina Dima, Dani{\"e}l de Kok, Neele Witte, Erhard Hinrichs

Composition models of distributional semantics are used to construct phrase representations from the representations of their words.

Semantic Composition

PP Attachment: Where do We Stand?

no code implementations • EACL 2017 • Dani{\"e}l de Kok, Jianqiang Ma, Corina Dima, Erhard Hinrichs

Prepostitional phrase (PP) attachment is a well known challenge to parsing.

Word Embeddings

Distributional regularities of verbs and verbal adjectives: Treebank evidence and broader implications

no code implementations • WS 2017 • Dani{\"e}l de Kok, Patricia Fischer, Corina Dima, Erhard Hinrichs

Lemmatization Word Embeddings

On the Compositionality and Semantic Interpretation of English Noun Compounds

1 code implementation • WS 2016 • Corina Dima

Relation Classification Representation Learning

Reverse-engineering Language: A Study on the Semantic Compositionality of German Compounds

no code implementations • EMNLP 2015 • Corina Dima

Language Modelling

Automatic Noun Compound Interpretation using Deep Neural Networks and Word Embeddings

no code implementations • WS 2015 • Corina Dima, Erhard Hinrichs

Information Retrieval Machine Translation +4

How to Tell a Schneemann from a Milchmann: An Annotation Scheme for Compound-Internal Relations

no code implementations • LREC 2014 • Corina Dima, Verena Henrich, Erhard Hinrichs, Christina Hoppermann

This paper presents a language-independent annotation scheme for the semantic relations that link the constituents of noun-noun compounds, such as Schneemann {`}snow man{'} or Milchmann {`}milk man{'}.

Information Retrieval Machine Translation +1