Evolutionary Data Measures: Understanding the Difficulty of Text Classification Tasks

CONLL 2018 Edward CollinsNikolai RozanovBingbing Zhang

Classification tasks are usually analysed and improved through new model architectures or hyperparameter optimisation but the underlying properties of datasets are discovered on an ad-hoc basis as errors occur. However, understanding the properties of the data is crucial in perfecting models... (read more)

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