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cs.CL2018
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…
cs.CL2018
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…
cs.CL2018
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…