CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems
empirical methods in natural language processing, pp. 3679-3691, 2020.
Neural network-based models augmented with unsupervised pre-trained knowledge have achieved impressive performance on text summarization. However, most existing evaluation methods are limited to an in-domain setting, where summarizers are trained and evaluated on the same dataset. We argue that this approach can narrow our understanding o...More
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