├── README.md ├── analysis └── align_accuracy │ ├── README.md │ ├── __init__.py │ ├── accuracy_ted.sh │ ├── get_sent_vec.py │ ├── model_ckpts.yml │ ├── score.py │ └── utils.py ├── experiments ├── example │ ├── bin_finetune.sh │ ├── bin_pretrain.sh │ ├── configs │ │ ├── eval │ │ │ └── en2de_eval.yml │ │ ├── preprocess │ │ │ ├── dev.yml │ │ │ ├── mono │ │ │ │ ├── bg.yml │ │ │ │ ├── cs.yml │ │ │ │ ├── de.yml │ │ │ │ ├── el.yml │ │ │ │ ├── ja.yml │ │ │ │ └── zh.yml │ │ │ ├── test_en2de.yml │ │ │ ├── train.yml │ │ │ └── train_en2de.yml │ │ └── train │ │ │ ├── fine-tune │ │ │ └── en2de_transformer_big.yml │ │ │ └── pre-train │ │ │ └── transformer_big.yml │ ├── data │ │ └── raw │ │ │ ├── dev │ │ │ ├── cs2en │ │ │ │ ├── dev.cs │ │ │ │ └── dev.en │ │ │ ├── de2en │ │ │ │ ├── test.de │ │ │ │ └── test.en │ │ │ ├── en2cs │ │ │ │ ├── dev.cs │ │ │ │ └── dev.en │ │ │ └── en2de │ │ │ │ ├── dev.de │ │ │ │ └── dev.en │ │ │ ├── test │ │ │ └── en2de │ │ │ │ ├── dev.de │ │ │ │ └── dev.en │ │ │ └── train │ │ │ ├── cs │ │ │ └── train.cs │ │ │ ├── de │ │ │ └── train.de │ │ │ ├── en │ │ │ └── train.en │ │ │ ├── en_cs │ │ │ ├── train.cs │ │ │ └── train.en │ │ │ └── en_de │ │ │ ├── train.de │ │ │ └── train.en │ └── dictionaries │ │ ├── en-cs.txt │ │ └── en-de.txt └── fine-tune-configs │ ├── en2de_config.yml │ ├── en2fr_config.yml │ ├── en2ro_config.yml │ └── ro2en_config.yml ├── logo.png ├── preprocess ├── README.md ├── __init__.py ├── multilingual_merge.sh ├── multilingual_preprocess_main.sh └── tools │ ├── __init__.py │ ├── common.sh │ ├── data_preprocess │ ├── __init__.py │ ├── clean_each.sh │ ├── clean_scripts │ │ ├── compute_length_ratio.pl │ │ ├── deescape-and-remove-nonprint.pl │ │ └── normalize-punctuation.pl │ ├── prep_each.sh │ ├── prep_mono.sh │ ├── prep_parallel.sh │ ├── tokenize_each.sh │ └── tokenize_scripts │ │ ├── __init__.py │ │ ├── kytea.py │ │ ├── moses_tokenizer.pl │ │ ├── resources │ │ ├── emoji │ │ │ ├── emoji-data-11.0.txt │ │ │ └── emoji-data-5.0.txt │ │ ├── nonbreaking_prefixes │ │ │ ├── README.txt │ │ │ ├── nonbreaking_prefix.ca │ │ │ ├── nonbreaking_prefix.cs │ │ │ ├── nonbreaking_prefix.de │ │ │ ├── nonbreaking_prefix.el │ │ │ ├── nonbreaking_prefix.en │ │ │ ├── nonbreaking_prefix.es │ │ │ ├── nonbreaking_prefix.fi │ │ │ ├── nonbreaking_prefix.fr │ │ │ ├── nonbreaking_prefix.ga │ │ │ ├── nonbreaking_prefix.hu │ │ │ ├── nonbreaking_prefix.is │ │ │ ├── nonbreaking_prefix.it │ │ │ ├── nonbreaking_prefix.lv │ │ │ ├── nonbreaking_prefix.nl │ │ │ ├── nonbreaking_prefix.pl │ │ │ ├── nonbreaking_prefix.pt │ │ │ ├── nonbreaking_prefix.ro │ │ │ ├── nonbreaking_prefix.ru │ │ │ ├── nonbreaking_prefix.sk │ │ │ ├── nonbreaking_prefix.sl │ │ │ ├── nonbreaking_prefix.sv │ │ │ └── nonbreaking_prefix.ta │ │ ├── perluniprops │ │ │ ├── Close_Punctuation.txt │ │ │ ├── Currency_Symbol.txt │ │ │ ├── IsAlnum.txt │ │ │ ├── IsAlpha.txt │ │ │ ├── IsLower.txt │ │ │ ├── IsN.txt │ │ │ ├── IsSc.txt │ │ │ ├── IsSo.txt │ │ │ ├── IsUpper.txt │ │ │ ├── Line_Separator.txt │ │ │ ├── Number.txt │ │ │ ├── Open_Punctuation.txt │ │ │ ├── Punctuation.txt │ │ │ ├── Separator.txt │ │ │ └── Symbol.txt │ │ └── protected_patterns │ │ └── to_character.pl │ ├── misc │ ├── __init__.py │ ├── multilingual_preprocess_yml_generator.py │ └── multiprocess.sh │ ├── ras │ ├── __init__.py │ ├── multi_way_word_graph.py │ ├── random_alignment_substitution.sh │ ├── random_alignment_substitution_w_multi.sh │ ├── replace_word.py │ └── replace_word_w_multi.py │ └── subword │ ├── __init__.py │ ├── multilingual_apply_subword_vocab.sh │ ├── multilingual_learn_apply_subword_vocab_joint.sh │ └── scripts │ ├── __init__.py │ ├── bpe │ ├── __init__.py │ ├── bpe.py │ ├── subword_encoder.py │ └── utils.py │ ├── cut_vocab.py │ └── multilingual_learn_joint_bpe_and_vocab.py ├── requirements.txt ├── train ├── README.md ├── fine-tune.sh ├── misc │ ├── load_config.sh │ └── monitor.sh ├── pre-train.sh └── scripts │ ├── average_checkpoints_from_file.py │ ├── average_ckpt.sh │ ├── 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