VectorWeavers at SemEval-2016 task 10: From incremental meaning to semantic unit

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Abstract

This paper describes an experimental approach to Detection of Minimal Semantic Units and their Meaning (DiMSUM), explored within the framework of SemEval'16 Task 10. The approach is primarily based on a combination of word embeddings and parser-based features, and employs unidirectional incremental computation of compositional em-beddings for multiword expressions.

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Scherbakov, A., Vylomova, E., Liu, F., & Baldwin, T. (2016). VectorWeavers at SemEval-2016 task 10: From incremental meaning to semantic unit. In SemEval 2016 - 10th International Workshop on Semantic Evaluation, Proceedings (pp. 946–952). Association for Computational Linguistics (ACL).

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