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Commonsense Reasoning for Natural Language Processing

Probably Approximately a Scientific Blog

The release of Google Translate’s neural models in 2016 reported large performance improvements: “60% reduction in translation errors on several popular language pairs”. COMET has been used successfully in various downstream tasks requiring commonsense knowledge. But looking under the hood, these numbers seem to be misleading.