Pronoun-Targeted Fine-tuning for NMT with Hybrid Losses

1 code implementation • EMNLP 2020 • Prathyusha Jwalapuram, Shafiq Joty, Youlin Shen

Our sentence-level model shows a 0. 5 BLEU improvement on both the WMT14 and the IWSLT13 De-En testsets, while our contextual model achieves the best results, improving from 31. 81 to 32 BLEU on WMT14 De-En testset, and from 32. 10 to 33. 13 on the IWSLT13 De-En testset, with corresponding improvements in pronoun translation.

Machine Translation NMT +2