├── README.md ├── TopicBERT ├── BERT_finetuning.sh ├── README.md ├── TopicBERT_finetuning.sh ├── create_env.sh ├── dataset │ └── reuters8 │ │ └── bert_and_gsm_doc_classification_512 │ │ ├── label_dict.pkl │ │ ├── labels.txt │ │ ├── test.tfrecord │ │ ├── test_log.txt │ │ ├── test_nvdm_docs_non_replicated.csv │ │ ├── training.tfrecord │ │ ├── training_log.txt │ │ ├── training_nvdm_docs_non_replicated.csv │ │ ├── validation.tfrecord │ │ ├── validation_log.txt │ │ ├── validation_nvdm_docs_non_replicated.csv │ │ └── vocab_docnade.vocab ├── download_bert_base_model.sh ├── outputs_nvdm_only │ └── reuters8 │ │ └── reuters8_sigmoid_n_topics_100 │ │ ├── best_topic_log.txt │ │ ├── combined_model_alpha0.1_gsm_lr_factor_1.0 │ │ ├── FLAGS.txt │ │ ├── bert_config.json │ │ └── logs │ │ │ └── events.out.tfevents.1580579878.ip-172-31-47-229 │ │ ├── logs_nvdm_pretrain │ │ ├── TM_topics.txt │ │ ├── TM_topics_new.txt │ │ └── logs_ppl_nvdm_pretrain.txt │ │ ├── model_ppl_nvdm_pretrain │ │ ├── checkpoint │ │ ├── model_ppl_nvdm_pretrain-1.data-00000-of-00001 │ │ ├── model_ppl_nvdm_pretrain-1.index │ │ └── model_ppl_nvdm_pretrain-1.meta │ │ ├── test_topic_dist.npy │ │ ├── topic_matrix.npy │ │ ├── topics_top_20_words.txt │ │ ├── train_topic_dist.npy │ │ └── val_topic_dist.npy ├── requirements.txt └── topic_bert │ ├── interpretability.py │ ├── model │ ├── __init__.py │ ├── data_lstm.py │ ├── softmax.py │ └── utils.py │ ├── modeling.py │ ├── nvdm │ ├── __init__.py │ ├── data_lstm.py │ ├── data_lstm_colab.py │ ├── model_GSM.py │ ├── model_GSM_supervised.py │ ├── model_NVDM.py │ ├── model_NVDM_supervised.py │ ├── model_NVDM_yatin.py │ └── utils.py │ ├── optimization.py │ ├── process_data_fine_tune.py │ ├── process_data_fine_tune.sh │ ├── run_finetuning_spot.py │ ├── tokenization.py │ ├── topic_coherence.py │ └── train_logistic.py └── TopicDistilBERT ├── README.md ├── config.py ├── create_env.sh ├── datasets └── raw │ └── reuters8 │ ├── labels.txt │ ├── test.txt │ ├── test_nvdm_docs_non_replicated.csv │ ├── training.txt │ ├── training_nvdm_docs_non_replicated.csv │ ├── validation.txt │ ├── validation_nvdm_docs_non_replicated.csv │ └── vocab_docnade.vocab ├── huggingface_config.py ├── outputs_nvdm_only └── reuters8 │ └── reuters8_sigmoid_n_topics_100 │ ├── best_topic_log.txt │ ├── combined_model_alpha0.1_gsm_lr_factor_1.0 │ ├── FLAGS.txt │ ├── bert_config.json │ └── logs │ │ └── events.out.tfevents.1580579878.ip-172-31-47-229 │ ├── logs_nvdm_pretrain │ ├── TM_topics.txt │ ├── TM_topics_new.txt │ └── logs_ppl_nvdm_pretrain.txt │ ├── model_ppl_nvdm_pretrain │ ├── checkpoint │ ├── model_ppl_nvdm_pretrain-1.data-00000-of-00001 │ ├── model_ppl_nvdm_pretrain-1.index │ └── model_ppl_nvdm_pretrain-1.meta │ ├── test_topic_dist.npy │ ├── topic_matrix.npy │ ├── topics_top_20_words.txt │ ├── train_topic_dist.npy │ └── val_topic_dist.npy ├── requirements.txt ├── run_finetuning_with_TM.py ├── run_finetuning_with_TM_R8.sh └── src ├── __init__.py ├── data ├── 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