Search Results for "/storage/emulated/0/android/data/net.sourceforge.uiq3.fx603p/files"
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UnsupervisedMT
Phrase-Based & Neural Unsupervised Machine Translation
...The neural component supports multiple architectures—seq2seq, biLSTM with attention, and Transformer—and allows extensive parameter sharing across languages to improve data efficiency. Training relies on denoising auto-encoding and back-translation, with on-the-fly, multithreaded generation of synthetic parallel data to continually refresh supervision signals. The project also provides scripts to fetch and preprocess monolingual data, learn BPE codes, and train cross-lingual embeddings that bootstrap unsupervised alignment between languages. ...
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