├── LICENSE ├── README.md ├── baseline ├── LR │ ├── LR_bert_baseline.py │ ├── LR_deepmoji_baseline.py │ ├── LR_elmo_baseline.py │ ├── LR_emo2vec_baseline.py │ ├── LR_emoji_baseline.py │ ├── LR_glove-common_baseline.py │ ├── LR_glove-twitter_baseline.py │ ├── LR_glove-w2v_baseline.py │ ├── LR_multi2_baseline.py │ ├── LR_multi3_baseline.py │ ├── LR_multi4_baseline.py │ ├── LR_multi5_baseline.py │ ├── LR_multi6_baseline.py │ ├── LR_multi7_baseline.py │ ├── LR_multi8_baseline.py │ └── result │ │ ├── LR_multi2_findC.csv │ │ ├── LR_multi3_findC.csv │ │ ├── LR_multi4_findC.csv │ │ ├── LR_multi5_findC.csv │ │ ├── LR_multi6_findC.csv │ │ ├── LR_multi7_findC.csv │ │ ├── LR_multi8_findC.csv │ │ └── LR_single_findC.csv ├── baseline_classifier.py └── baseline_features.py ├── eval.py ├── gp.py ├── img ├── pytorch-logo-dark.png ├── sem.jpg └── sem.pdf ├── main.py ├── main_bert_hier.py ├── main_classifier.py ├── main_hier.py ├── models ├── __init__.py ├── classifier.py ├── common_layer.py ├── dart_architect.py ├── dart_model.py ├── dart_model_search.py ├── deepmoji_model.py ├── elmo_encoder.py ├── lstm_model.py ├── torchMoji │ ├── .gitignore │ ├── .travis.yml │ ├── LICENSE │ ├── README.md │ ├── emoji_overview.png │ ├── examples │ │ ├── .gitkeep │ │ ├── README.md │ │ ├── __init__.py │ │ ├── create_twitter_vocab.py │ │ ├── dataset_split.py │ │ ├── encode_texts.py │ │ ├── example_helper.py │ │ ├── finetune_insults_chain-thaw.py │ │ ├── finetune_semeval_class-avg_f1.py │ │ ├── finetune_youtube_last.py │ │ ├── score_texts_emojis.py │ │ ├── text_emojize.py │ │ ├── tokenize_dataset.py │ │ └── vocab_extension.py │ ├── model │ │ ├── .gitkeep │ │ └── vocabulary.json │ ├── scripts │ │ ├── analyze_all_results.py │ │ ├── analyze_results.py │ │ ├── calculate_coverages.py │ │ ├── convert_all_datasets.py │ │ ├── download_weights.py │ │ ├── finetune_dataset.py │ │ └── results │ │ │ └── .gitkeep │ ├── setup.py │ ├── tests │ │ ├── test_finetuning.py │ │ ├── test_helper.py │ │ ├── test_sentence_tokenizer.py │ │ ├── test_tokenizer.py │ │ └── test_word_generator.py │ └── torchmoji │ │ ├── .gitkeep │ │ ├── __init__.py │ │ ├── attlayer.py │ │ ├── class_avg_finetuning.py │ │ ├── create_vocab.py │ │ ├── filter_input.py │ │ ├── filter_utils.py │ │ ├── finetuning.py │ │ ├── global_variables.py │ │ ├── lstm.py │ │ ├── model_def.py │ │ ├── sentence_tokenizer.py │ │ ├── tokenizer.py │ │ └── word_generator.py └── transformer.py ├── optimizer.py ├── predict.py ├── predict_classifier.py ├── predict_hier.py ├── setup.sh ├── utils ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ └── data_reader.cpython-36.pyc ├── constant.py ├── dart_constant.py ├── dart_genotypes.py ├── dart_utils.py ├── data_reader.py ├── download_google_drive.py ├── emo_features.py ├── features.py ├── to_emoji.py └── utils.py ├── voting.py └── voting_confidence.py /LICENSE: -------------------------------------------------------------------------------- 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