Distributed Smoothed Tree Kernel
In this paper we explore the possibility to merge the world of Compositional Distributional Semantic Models (CDSM) with Tree Kernels (TK). In particular, we will introduce a specific tree kernel (smoothed tree kernel, or STK) and then show that is possibile to approximate such kernel with the dot pr...
Enregistré dans:
| Udgivet i: | URI:https://journals.openedition.org/ijcol, |
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| Auteurs principaux: | , |
| Format: | Article ou chapitre numérique |
| Sprog: | Anglais |
| Udgivet: |
IJCoL
2020
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| Online adgang: | Accès Université d'Orléans et IFPM Accès Université d'Orléans et IFPM |
| Summary: | In this paper we explore the possibility to merge the world of Compositional Distributional Semantic Models (CDSM) with Tree Kernels (TK). In particular, we will introduce a specific tree kernel (smoothed tree kernel, or STK) and then show that is possibile to approximate such kernel with the dot product of two vectors obtained compositionally from the sentences, creating in such a way a new CDSM. |
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