Papers with model-based sentence difficulties
Norm-Based Curriculum Learning for Neural Machine Translation (2020.acl-main)
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| Challenge: | Experimental results show that the proposed method outperforms strong baselines in terms of BLEU score (+1.17/+1.56) and training speedup (2.22x/3.33x). |
| Approach: | They propose a norm-based curriculum learning method that measures difficulty, competence and weight of a sentence in a word embedding. |
| Outcome: | The proposed method outperforms baselines in terms of BLEU score (+1.17/+1.56) and training speedup (2.22x/3.33x). |