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cs.CL2018
Syntactic Dependency Representations in Neural Relation Classification
Farhad Nooralahzadeh, Lilja Øvrelid
We investigate the use of different syntactic dependency representations in a neural relation classification task and compare the CoNLL, Stanford Basic and Universal Dependencies s…
cs.CL2018
SIRIUS-LTG-UiO at SemEval-2018 Task 7: Convolutional Neural Networks with Shortest Dependency Paths for Semantic Relation Extraction and Classification in Scientific Papers
Farhad Nooralahzadeh, Lilja Øvrelid, Jan Tore Lønning
This article presents the SIRIUS-LTG-UiO system for the SemEval 2018 Task 7 on Semantic Relation Extraction and Classification in Scientific Papers. First we extract the shortest d…