Papers by Enrique Castaneda
Modeling Sense Structure in Word Usage Graphs with the Weighted Stochastic Block Model (2021.starsem-1)
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| Challenge: | Word Usage Graphs capture fine-grained semantic proximity distinctions between word uses. |
| Approach: | They propose to model word use Graphs using a Bayesian weighted stochastic block model and a probabilistic weightes-based model to capture fine-grained semantic proximity distinctions between word uses. |
| Outcome: | The proposed model is compared with existing models and is empirically most adequate. |