A Simple but Tough-to-Beat Data Augmentation Approach for Natural Language Understanding and Generation

29 Sep 2020 Dinghan Shen Mingzhi Zheng Yelong Shen Yanru Qu Weizhu Chen

Adversarial training has been shown effective at endowing the learned representations with stronger generalization ability. However, it typically requires expensive computation to determine the direction of the injected perturbations... (read more)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Machine Translation IWSLT2014 German-English Cutoff BLEU score 37.6 # 1

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