Acknowledgements
Table 5.10: Results of transfer learning with modified parent word order. The performance is measured in BLEU.
['Parent', 'Child Performance', 'Parent Performance']
The sorting of target side is less damaging than shuffling. Parent with both source and target side shuffled has the worst performance. However, it is still a good parent model for transfer learning and improves the performance of the child be more than 2 BLEU points over the baseline. BiRNN Bidirectional Recurrent Neural Network BP Brevity Penalty BPE Byte Pair Encoding CNN Convolutional Neural Network IWSLT International Workshop on Spoken Language Translation LanideNN Language Identification by Neural Networks LM Language Model LSTM Long Short-Term Memory cells MT Machine Translation NLP Natural Language Processing NMT Neural Machine Translation NN Neural Network PBMT Phrase-Based Machine Translation POS Part-of-Speech OOV Out-of-Vocabulary RNN Recurrent Neural Network SMT Statistical Machine Translation T2T Tensor2tensor WAT Workshop on Asian Translation WMT Workshop on Statistical Machine Translation