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|Abstract=We propose CMSMs, a novel type of generic compositional models for syntactic and semantic aspects of natural language, based on matrix multiplication. We argue for the structural and cognitive plausibility of this model and show that it is able to cover and combine various common compositional NLP approaches ranging from statistical word space models to symbolic grammar formalisms. | |Abstract=We propose CMSMs, a novel type of generic compositional models for syntactic and semantic aspects of natural language, based on matrix multiplication. We argue for the structural and cognitive plausibility of this model and show that it is able to cover and combine various common compositional NLP approaches ranging from statistical word space models to symbolic grammar formalisms. | ||
|Download=RuGi-ACL2010.pdf | |Download=RuGi-ACL2010.pdf | ||
|Forschungsgruppe=Computational Logic | |Forschungsgruppe=Computational Logic | ||
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{{Forschungsgebiet Auswahl}} | {{Forschungsgebiet Auswahl}} | ||
Version vom 21. Oktober 2014, 10:28 Uhr
Compositional Matrix-Space Models of Language
Sebastian RudolphSebastian Rudolph, Eugenie GiesbrechtEugenie Giesbrecht
Sebastian Rudolph, Eugenie Giesbrecht
Compositional Matrix-Space Models of Language
Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, 907-916, July 2010. Association for Computational Linguistics
Compositional Matrix-Space Models of Language
Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, 907-916, July 2010. Association for Computational Linguistics
- KurzfassungAbstract
We propose CMSMs, a novel type of generic compositional models for syntactic and semantic aspects of natural language, based on matrix multiplication. We argue for the structural and cognitive plausibility of this model and show that it is able to cover and combine various common compositional NLP approaches ranging from statistical word space models to symbolic grammar formalisms. - Bemerkung: Note: to appear
- Forschungsgruppe:Research Group: Computational LogicComputational Logic
@inproceedings{RG2010,
author = {Sebastian Rudolph and Eugenie Giesbrecht},
title = {Compositional Matrix-Space Models of Language},
booktitle = {Proceedings of the 48th Annual Meeting of the Association for
Computational Linguistics},
publisher = {Association for Computational Linguistics},
year = {2010},
month = {July},
pages = {907-916}
}
