Bayesian Modelling

method ID: bayesianmodelling

Related Papers

Studying the Effect of Input Size for Bayesian Word Segmentation on the Providence Corpus

Authors: nan

Publication: TIPSTER (2012)

DOI: nan

Studies of computational models of language acquisition depend to a large part on the input available for experiments. In this paper, we study the effect that input size has on …...

3584

Detecting Perspectives in Political Debates

Authors: nan

Publication: TIPSTER (2017)

DOI: nan

AbstractWe explore how to detect people’s perspectives that occupy a certain proposition. We propose a Bayesian modelling approach where topics (or propositions) and their associated perspectives (or viewpoints) are modeled …...

32909

Generating Diverse Translation from Model Distribution with Dropout

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractDespite the improvement of translation quality, neural machine translation (NMT) often suffers from the lack of diversity in its generation. In this paper, we propose to generate diverse translations by …...

31088

Word-Level Uncertainty Estimation for Black-Box Text Classifiers using RNNs

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractEstimating uncertainties of Neural Network predictions paves the way towards more reliable and trustful text classifications. However, common uncertainty estimation approaches remain as black-boxes without explaining which features have led …...

3880