Sentence Simplification with Memory-Augmented Neural Networks

Benchmark Model Rank Results
text-simplification-on-newselaNSELSTM-B–SARI: 27.42BLEU: 26.31
text-simplification-on-newselaNSELSTM-S–SARI: 29.58BLEU: 22.62
text-simplification-on-pwkp-wikismallNSELSTM-B–BLEU: 53.42SARI: 17.47
text-simplification-on-pwkp-wikismallNSELSTM-S–BLEU: 29.72SARI: 29.75
text-simplification-on-turkcorpusNSELSTM-B–SARI (EASSE>=0.2.1): 33.43BLEU: 92.02
text-simplification-on-turkcorpusNSELSTM-S–SARI (EASSE>=0.2.1): 36.88BLEU: 80.43