4 papers
Semantic Relation Classification: Task Formalisation and Refinement
Vivian S. Silva, Manuela Hürliman, Brian Davis +2
The identification of semantic relations between terms within texts is a fundamental task in Natural Language Processing which can support applications requiring a lightweight sema…
DINFRA: A One Stop Shop for Computing Multilingual Semantic Relatedness
Siamak Barzegar, Juliano Efson Sales, Andre Freitas +2
This demonstration presents an infrastructure for computing multilingual semantic relatedness and correlation for twelve natural languages by using three distributional semantic mo…
Semantic Relatedness for All (Languages): A Comparative Analysis of Multilingual Semantic Relatedness Using Machine Translation
Andre Freitas, Siamak Barzegar, Juliano Efson Sales +2
This paper provides a comparative analysis of the performance of four state-of-the-art distributional semantic models (DSMs) over 11 languages, contrasting the native language-spec…
Composite Semantic Relation Classification
Siamak Barzegar, Andre Freitas, Siegfried Handschuh +1
Different semantic interpretation tasks such as text entailment and question answering require the classification of semantic relations between terms or entities within text. Howev…