Matches in ScholarlyData for { <https://w3id.org/scholarlydata/inproceedings/eswc2015/paper/research/20> ?p ?o. }
Showing items 1 to 14 of
14
with 100 items per page.
- 20 creator achim-rettinger.
- 20 creator artem-schumilin.
- 20 creator basil-ell.
- 20 creator steffen-thoma.
- 20 type InProceedings.
- 20 label "Learning a Cross-Lingual Semantic Representation of Relations Expressed in Text".
- 20 sameAs 20.
- 20 abstract "Learning cross-lingual semantic representations of relations from textual data is useful for tasks like cross-lingual information retrieval and question answering. So far, research has been mainly focused on cross-lingual entity linking, which is confined to linking between phrases in a text document and their corresponding entities in a knowledge base but cannot link to relations. In this paper, we present an approach for inducing clusters of semantically-related relations expressed in text, where relation clusters i) can be extracted from text of different languages, ii) are embedded in a semantic representation of the context, and iii) can be linked across languages to properties in a knowledge base. This is achieved by combining multi-lingual semantic role labeling (SRL) with cross-lingual entity linking followed by spectral clustering of the annotated SRL graphs. With our initial implementation we learned a cross-lingual library of relations from English and Spanish Wikipedia articles. To demonstrate its usefulness we apply it to cross-lingual question answering over linked data.".
- 20 hasAuthorList authorList.
- 20 isPartOf proceedings.
- 20 keyword "Cross-lingual Relation Clustering".
- 20 keyword "Relation Linking".
- 20 keyword "Unsupervised Relation Extraction".
- 20 title "Learning a Cross-Lingual Semantic Representation of Relations Expressed in Text".