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20172022
most citedAnalysing Dropout and Compounding Errors in Neural Language Models

1 citations · 2 across the 3 of their papers we have counts for

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cs.CL2018★ 1 cited

Analysing Dropout and Compounding Errors in Neural Language Models

James O' Neill, Danushka Bollegala

This paper carries out an empirical analysis of various dropout techniques for language modelling, such as Bernoulli dropout, Gaussian dropout, Curriculum Dropout, Variational Drop…

cs.CL2018★ 1 cited

Angular-Based Word Meta-Embedding Learning

James O' Neill, Danushka Bollegala

Ensembling word embeddings to improve distributed word representations has shown good success for natural language processing tasks in recent years. These approaches either carry o…