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Frekvencija vs. semantika: što je informativnije za rangiranje kandidata kolokacija?
Published on Oct 25, 2018599 Views
Prikazat ćemo niz eksperimenata primjene strojnog učenja na rangiranje kandidata kolokacija koje učimo na skupu podataka proizvedenom unutar projekta KOLOS. Eksperimenti su prvenstveno usmjereni na mj
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Chapter list
Frequency vs. semantics00:00
Introduction00:15
Overview01:38
Background01:52
Supervised machine learning01:56
Support Vector Machine vs. Feed-Forward network02:58
Distributional semantics04:14
Distributional semantics via neural networks05:23
Dataset - 106:24
Dataset - 206:29
Features08:01
Methods09:23
Systems description09:25
Experimental setup10:55
Results13:34
Results by 10 most frequent gramrels13:36
Averaged results14:57
Initial manual analysis of results15:50
Conclusion - 117:32
Conclusion - 217:35
Thank you20:31