├── LICENSE ├── README.md ├── __pycache__ ├── model.cpython-36.pyc ├── model.cpython-37.pyc └── old_model.cpython-36.pyc ├── babi_data ├── README.md ├── extra_seq_tasks │ ├── README │ ├── fold_1 │ │ ├── noisy_data │ │ │ ├── test │ │ │ │ ├── 4.txt │ │ │ │ └── 5.txt │ │ │ └── train │ │ │ │ ├── 4.txt │ │ │ │ └── 5.txt │ │ ├── noisy_parsed │ │ │ ├── test │ │ │ │ ├── 4_edge_types.txt │ │ │ │ ├── 4_graphs.txt │ │ │ │ ├── 4_question_types.txt │ │ │ │ ├── 5_edge_types.txt │ │ │ │ ├── 5_graphs.txt │ │ │ │ └── 5_question_types.txt │ │ │ └── train │ │ │ │ ├── 4_edge_types.txt │ │ │ │ ├── 4_graphs.txt │ │ │ │ ├── 4_question_types.txt │ │ │ │ ├── 5_edge_types.txt │ │ │ │ ├── 5_graphs.txt │ │ │ │ └── 5_question_types.txt │ │ └── noisy_rnn │ │ │ ├── test │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ ├── 4_tokens.txt │ │ │ ├── 5_rnn.txt │ │ │ ├── 5_rnn.txt.dict │ │ │ └── 5_tokens.txt │ │ │ └── train │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ ├── 4_rnn.txt.val │ │ │ ├── 4_rnn.txt.val.dict │ │ │ ├── 4_tokens.txt │ │ │ ├── 4_tokens.txt.val │ │ │ ├── 5_rnn.txt │ │ │ ├── 5_rnn.txt.dict │ │ │ ├── 5_rnn.txt.val │ │ │ ├── 5_rnn.txt.val.dict │ │ │ ├── 5_tokens.txt │ │ │ └── 5_tokens.txt.val │ ├── fold_10 │ │ ├── noisy_data │ │ │ ├── test │ │ │ │ ├── 4.txt │ │ │ │ └── 5.txt │ │ │ └── train │ │ │ │ ├── 4.txt │ │ │ │ └── 5.txt │ │ ├── noisy_parsed │ │ │ ├── test │ │ │ │ ├── 4_edge_types.txt │ │ │ │ ├── 4_graphs.txt │ │ │ │ ├── 4_question_types.txt │ │ │ │ ├── 5_edge_types.txt │ │ │ │ ├── 5_graphs.txt │ │ │ │ └── 5_question_types.txt │ │ │ └── train │ │ │ │ ├── 4_edge_types.txt │ │ │ │ ├── 4_graphs.txt │ │ │ │ ├── 4_question_types.txt │ │ │ │ ├── 5_edge_types.txt │ │ │ │ ├── 5_graphs.txt │ │ │ │ └── 5_question_types.txt │ │ └── noisy_rnn │ │ │ ├── test │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ ├── 4_tokens.txt │ │ │ ├── 5_rnn.txt │ │ │ ├── 5_rnn.txt.dict │ │ │ └── 5_tokens.txt │ │ │ └── train │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ ├── 4_rnn.txt.val │ │ │ ├── 4_rnn.txt.val.dict │ │ │ ├── 4_tokens.txt │ │ │ ├── 4_tokens.txt.val │ │ │ ├── 5_rnn.txt │ │ │ ├── 5_rnn.txt.dict │ │ │ ├── 5_rnn.txt.val │ │ │ ├── 5_rnn.txt.val.dict │ │ │ ├── 5_tokens.txt │ │ │ └── 5_tokens.txt.val │ ├── fold_2 │ │ ├── noisy_data │ │ │ ├── test │ │ │ │ ├── 4.txt │ │ │ │ └── 5.txt │ │ │ └── train │ │ │ │ ├── 4.txt │ │ │ │ └── 5.txt │ │ ├── noisy_parsed │ │ │ ├── test │ │ │ │ ├── 4_edge_types.txt │ │ │ │ ├── 4_graphs.txt │ │ │ │ ├── 4_question_types.txt │ │ │ │ ├── 5_edge_types.txt │ │ │ │ ├── 5_graphs.txt │ │ │ │ └── 5_question_types.txt │ │ │ └── train │ │ │ │ ├── 4_edge_types.txt │ │ │ │ ├── 4_graphs.txt │ │ │ │ ├── 4_question_types.txt │ │ │ │ ├── 5_edge_types.txt │ │ │ │ ├── 5_graphs.txt │ │ │ │ └── 5_question_types.txt │ │ └── noisy_rnn │ │ │ ├── test │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ ├── 4_tokens.txt │ │ │ ├── 5_rnn.txt │ │ │ ├── 5_rnn.txt.dict │ │ │ └── 5_tokens.txt │ │ │ └── train │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ ├── 4_rnn.txt.val │ │ │ ├── 4_rnn.txt.val.dict │ │ │ ├── 4_tokens.txt │ │ │ ├── 4_tokens.txt.val │ │ │ ├── 5_rnn.txt │ │ │ ├── 5_rnn.txt.dict │ │ │ ├── 5_rnn.txt.val │ │ │ ├── 5_rnn.txt.val.dict │ │ │ ├── 5_tokens.txt │ │ │ └── 5_tokens.txt.val │ ├── fold_3 │ │ ├── noisy_data │ │ │ ├── test │ │ │ │ ├── 4.txt │ │ │ │ └── 5.txt │ │ │ └── train │ │ │ │ ├── 4.txt │ │ │ │ └── 5.txt │ │ ├── noisy_parsed │ │ │ ├── test │ │ │ │ ├── 4_edge_types.txt │ │ │ │ ├── 4_graphs.txt │ │ │ │ ├── 4_question_types.txt │ │ │ │ ├── 5_edge_types.txt │ │ │ │ ├── 5_graphs.txt │ │ │ │ └── 5_question_types.txt │ │ │ └── train │ │ │ │ ├── 4_edge_types.txt │ │ │ │ ├── 4_graphs.txt │ │ │ │ ├── 4_question_types.txt │ │ │ │ ├── 5_edge_types.txt │ │ │ │ ├── 5_graphs.txt │ │ │ │ └── 5_question_types.txt │ │ └── noisy_rnn │ │ │ ├── test │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ ├── 4_tokens.txt │ │ │ ├── 5_rnn.txt │ │ │ ├── 5_rnn.txt.dict │ │ │ └── 5_tokens.txt │ │ │ └── train │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ ├── 4_rnn.txt.val │ │ │ ├── 4_rnn.txt.val.dict │ │ │ ├── 4_tokens.txt │ │ │ ├── 4_tokens.txt.val │ │ │ ├── 5_rnn.txt │ │ │ ├── 5_rnn.txt.dict │ │ │ ├── 5_rnn.txt.val │ │ │ ├── 5_rnn.txt.val.dict │ │ │ ├── 5_tokens.txt │ │ │ └── 5_tokens.txt.val │ ├── fold_4 │ │ ├── noisy_data │ │ │ ├── test │ │ │ │ ├── 4.txt │ │ │ │ └── 5.txt │ │ │ └── train │ │ │ │ ├── 4.txt │ │ │ │ └── 5.txt │ │ ├── noisy_parsed │ │ │ ├── test │ │ │ │ ├── 4_edge_types.txt │ │ │ │ ├── 4_graphs.txt │ │ │ │ ├── 4_question_types.txt │ │ │ │ ├── 5_edge_types.txt │ │ │ │ ├── 5_graphs.txt │ │ │ │ └── 5_question_types.txt │ │ │ └── train │ │ │ │ ├── 4_edge_types.txt │ │ │ │ ├── 4_graphs.txt │ │ │ │ ├── 4_question_types.txt │ │ │ │ ├── 5_edge_types.txt │ │ │ │ ├── 5_graphs.txt │ │ │ │ └── 5_question_types.txt │ │ └── noisy_rnn │ │ │ ├── test │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ ├── 4_tokens.txt │ │ │ ├── 5_rnn.txt │ │ │ ├── 5_rnn.txt.dict │ │ │ └── 5_tokens.txt │ │ │ └── train │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ ├── 4_rnn.txt.val │ │ │ ├── 4_rnn.txt.val.dict │ │ │ ├── 4_tokens.txt │ │ │ ├── 4_tokens.txt.val │ │ │ ├── 5_rnn.txt │ │ │ ├── 5_rnn.txt.dict │ │ │ ├── 5_rnn.txt.val │ │ │ ├── 5_rnn.txt.val.dict │ │ │ ├── 5_tokens.txt │ │ │ └── 5_tokens.txt.val │ ├── fold_5 │ │ ├── noisy_data │ │ │ ├── test │ │ │ │ ├── 4.txt │ │ │ │ └── 5.txt │ │ │ └── train │ │ │ │ ├── 4.txt │ │ │ │ └── 5.txt │ │ ├── noisy_parsed │ │ │ ├── test │ │ │ │ ├── 4_edge_types.txt │ │ │ │ ├── 4_graphs.txt │ │ │ │ ├── 4_question_types.txt │ │ │ │ ├── 5_edge_types.txt │ │ │ │ ├── 5_graphs.txt │ │ │ │ └── 5_question_types.txt │ │ │ └── train │ │ │ │ ├── 4_edge_types.txt │ │ │ │ ├── 4_graphs.txt │ │ │ │ ├── 4_question_types.txt │ │ │ │ ├── 5_edge_types.txt │ │ │ │ ├── 5_graphs.txt │ │ │ │ └── 5_question_types.txt │ │ └── noisy_rnn │ │ │ ├── test │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ ├── 4_tokens.txt │ │ │ ├── 5_rnn.txt │ │ │ ├── 5_rnn.txt.dict │ │ │ └── 5_tokens.txt │ │ │ └── train │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ ├── 4_rnn.txt.val │ │ │ ├── 4_rnn.txt.val.dict │ │ │ ├── 4_tokens.txt │ │ │ ├── 4_tokens.txt.val │ │ │ ├── 5_rnn.txt │ │ │ ├── 5_rnn.txt.dict │ │ │ ├── 5_rnn.txt.val │ │ │ ├── 5_rnn.txt.val.dict │ │ │ ├── 5_tokens.txt │ │ │ └── 5_tokens.txt.val │ ├── fold_6 │ │ ├── noisy_data │ │ │ ├── test │ │ │ │ ├── 4.txt │ │ │ │ └── 5.txt │ │ │ └── train │ │ │ │ ├── 4.txt │ │ │ │ └── 5.txt │ │ ├── noisy_parsed │ │ │ ├── test │ │ │ │ ├── 4_edge_types.txt │ │ │ │ ├── 4_graphs.txt │ │ │ │ ├── 4_question_types.txt │ │ │ │ ├── 5_edge_types.txt │ │ │ │ ├── 5_graphs.txt │ │ │ │ └── 5_question_types.txt │ │ │ └── train │ │ │ │ ├── 4_edge_types.txt │ │ │ │ ├── 4_graphs.txt │ │ │ │ ├── 4_question_types.txt │ │ │ │ ├── 5_edge_types.txt │ │ │ │ ├── 5_graphs.txt │ │ │ │ └── 5_question_types.txt │ │ └── noisy_rnn │ │ │ ├── test │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ ├── 4_tokens.txt │ │ │ ├── 5_rnn.txt │ │ │ ├── 5_rnn.txt.dict │ │ │ └── 5_tokens.txt │ │ │ └── train │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ ├── 4_rnn.txt.val │ │ │ ├── 4_rnn.txt.val.dict │ │ │ ├── 4_tokens.txt │ │ │ ├── 4_tokens.txt.val │ │ │ ├── 5_rnn.txt │ │ │ ├── 5_rnn.txt.dict │ │ │ ├── 5_rnn.txt.val │ │ │ ├── 5_rnn.txt.val.dict │ │ │ ├── 5_tokens.txt │ │ │ └── 5_tokens.txt.val │ ├── fold_7 │ │ ├── noisy_data │ │ │ ├── test │ │ │ │ ├── 4.txt │ │ │ │ └── 5.txt │ │ │ └── train │ │ │ │ ├── 4.txt │ │ │ │ └── 5.txt │ │ ├── noisy_parsed │ │ │ ├── test │ │ │ │ ├── 4_edge_types.txt │ │ │ │ ├── 4_graphs.txt │ │ │ │ ├── 4_question_types.txt │ │ │ │ ├── 5_edge_types.txt │ │ │ │ ├── 5_graphs.txt │ │ │ │ └── 5_question_types.txt │ │ │ └── train │ │ │ │ ├── 4_edge_types.txt │ │ │ │ ├── 4_graphs.txt │ │ │ │ ├── 4_question_types.txt │ │ │ │ ├── 5_edge_types.txt │ │ │ │ ├── 5_graphs.txt │ │ │ │ └── 5_question_types.txt │ │ └── noisy_rnn │ │ │ ├── test │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ ├── 4_tokens.txt │ │ │ ├── 5_rnn.txt │ │ │ ├── 5_rnn.txt.dict │ │ │ └── 5_tokens.txt │ │ │ └── train │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ ├── 4_rnn.txt.val │ │ │ ├── 4_rnn.txt.val.dict │ │ │ ├── 4_tokens.txt │ │ │ ├── 4_tokens.txt.val │ │ │ ├── 5_rnn.txt │ │ │ ├── 5_rnn.txt.dict │ │ │ ├── 5_rnn.txt.val │ │ │ ├── 5_rnn.txt.val.dict │ │ │ ├── 5_tokens.txt │ │ │ └── 5_tokens.txt.val │ ├── fold_8 │ │ ├── noisy_data │ │ │ ├── test │ │ │ │ ├── 4.txt │ │ │ │ └── 5.txt │ │ │ └── train │ │ │ │ ├── 4.txt │ │ │ │ └── 5.txt │ │ ├── noisy_parsed │ │ │ ├── test │ │ │ │ ├── 4_edge_types.txt │ │ │ │ ├── 4_graphs.txt │ │ │ │ ├── 4_question_types.txt │ │ │ │ ├── 5_edge_types.txt │ │ │ │ ├── 5_graphs.txt │ │ │ │ └── 5_question_types.txt │ │ │ └── train │ │ │ │ ├── 4_edge_types.txt │ │ │ │ ├── 4_graphs.txt │ │ │ │ ├── 4_question_types.txt │ │ │ │ ├── 5_edge_types.txt │ │ │ │ ├── 5_graphs.txt │ │ │ │ └── 5_question_types.txt │ │ └── noisy_rnn │ │ │ ├── test │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ ├── 4_tokens.txt │ │ │ ├── 5_rnn.txt │ │ │ ├── 5_rnn.txt.dict │ │ │ └── 5_tokens.txt │ │ │ └── train │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ ├── 4_rnn.txt.val │ │ │ ├── 4_rnn.txt.val.dict │ │ │ ├── 4_tokens.txt │ │ │ ├── 4_tokens.txt.val │ │ │ ├── 5_rnn.txt │ │ │ ├── 5_rnn.txt.dict │ │ │ ├── 5_rnn.txt.val │ │ │ ├── 5_rnn.txt.val.dict │ │ │ ├── 5_tokens.txt │ │ │ └── 5_tokens.txt.val │ ├── fold_9 │ │ ├── noisy_data │ │ │ ├── test │ │ │ │ ├── 4.txt │ │ │ │ └── 5.txt │ │ │ └── train │ │ │ │ ├── 4.txt │ │ │ │ └── 5.txt │ │ ├── noisy_parsed │ │ │ ├── test │ │ │ │ ├── 4_edge_types.txt │ │ │ │ ├── 4_graphs.txt │ │ │ │ ├── 4_question_types.txt │ │ │ │ ├── 5_edge_types.txt │ │ │ │ ├── 5_graphs.txt │ │ │ │ └── 5_question_types.txt │ │ │ └── train │ │ │ │ ├── 4_edge_types.txt │ │ │ │ ├── 4_graphs.txt │ │ │ │ ├── 4_question_types.txt │ │ │ │ ├── 5_edge_types.txt │ │ │ │ ├── 5_graphs.txt │ │ │ │ └── 5_question_types.txt │ │ └── noisy_rnn │ │ │ ├── test │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ ├── 4_tokens.txt │ │ │ ├── 5_rnn.txt │ │ │ ├── 5_rnn.txt.dict │ │ │ └── 5_tokens.txt │ │ │ └── train │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ ├── 4_rnn.txt.val │ │ │ ├── 4_rnn.txt.val.dict │ │ │ ├── 4_tokens.txt │ │ │ ├── 4_tokens.txt.val │ │ │ ├── 5_rnn.txt │ │ │ ├── 5_rnn.txt.dict │ │ │ ├── 5_rnn.txt.val │ │ │ ├── 5_rnn.txt.val.dict │ │ │ ├── 5_tokens.txt │ │ │ └── 5_tokens.txt.val │ ├── generate_10_fold_data.sh │ ├── generate_data.py │ ├── preprocess.py │ └── rnn_preprocess.py ├── fix_q18.py ├── get_10_fold_data.sh ├── processed │ ├── test │ │ ├── 11_edge_types.txt │ │ ├── 11_graphs.txt │ │ ├── 11_labels.txt │ │ ├── 11_node_ids.txt │ │ ├── 11_question_types.txt │ │ ├── 12_edge_types.txt │ │ ├── 12_graphs.txt │ │ ├── 12_labels.txt │ │ ├── 12_node_ids.txt │ │ ├── 12_question_types.txt │ │ ├── 13_edge_types.txt │ │ ├── 13_graphs.txt │ │ ├── 13_labels.txt │ │ ├── 13_node_ids.txt │ │ ├── 13_question_types.txt │ │ ├── 15_edge_types.txt │ │ ├── 15_graphs.txt │ │ ├── 15_labels.txt │ │ ├── 15_node_ids.txt │ │ ├── 15_question_types.txt │ │ ├── 16_edge_types.txt │ │ ├── 16_graphs.txt │ │ ├── 16_labels.txt │ │ ├── 16_node_ids.txt │ │ ├── 16_question_types.txt │ │ ├── 17_edge_types.txt │ │ ├── 17_graphs.txt │ │ ├── 17_labels.txt │ │ ├── 17_node_ids.txt │ │ ├── 17_question_types.txt │ │ ├── 18_edge_types.txt │ │ ├── 18_graphs.txt │ │ ├── 18_labels.txt │ │ ├── 18_node_ids.txt │ │ ├── 18_question_types.txt │ │ ├── 1_edge_types.txt │ │ ├── 1_graphs.txt │ │ ├── 1_labels.txt │ │ ├── 1_node_ids.txt │ │ ├── 1_question_types.txt │ │ ├── 2_edge_types.txt │ │ ├── 2_graphs.txt │ │ ├── 2_labels.txt │ │ ├── 2_node_ids.txt │ │ ├── 2_question_types.txt │ │ ├── 4_edge_types.txt │ │ ├── 4_graphs.txt │ │ ├── 4_labels.txt │ │ ├── 4_node_ids.txt │ │ ├── 4_question_types.txt │ │ ├── 9_edge_types.txt │ │ ├── 9_graphs.txt │ │ ├── 9_labels.txt │ │ ├── 9_node_ids.txt │ │ └── 9_question_types.txt │ └── train │ │ ├── 11_edge_types.txt │ │ ├── 11_graphs.txt │ │ ├── 11_labels.txt │ │ ├── 11_node_ids.txt │ │ ├── 11_question_types.txt │ │ ├── 12_edge_types.txt │ │ ├── 12_graphs.txt │ │ ├── 12_labels.txt │ │ ├── 12_node_ids.txt │ │ ├── 12_question_types.txt │ │ ├── 13_edge_types.txt │ │ ├── 13_graphs.txt │ │ ├── 13_labels.txt │ │ ├── 13_node_ids.txt │ │ ├── 13_question_types.txt │ │ ├── 15_edge_types.txt │ │ ├── 15_graphs.txt │ │ ├── 15_labels.txt │ │ ├── 15_node_ids.txt │ │ ├── 15_question_types.txt │ │ ├── 16_edge_types.txt │ │ ├── 16_graphs.txt │ │ ├── 16_labels.txt │ │ ├── 16_node_ids.txt │ │ ├── 16_question_types.txt │ │ ├── 17_edge_types.txt │ │ ├── 17_graphs.txt │ │ ├── 17_labels.txt │ │ ├── 17_node_ids.txt │ │ ├── 17_question_types.txt │ │ ├── 18_edge_types.txt │ │ ├── 18_graphs.txt │ │ ├── 18_labels.txt │ │ ├── 18_node_ids.txt │ │ ├── 18_question_types.txt │ │ ├── 1_edge_types.txt │ │ ├── 1_graphs.txt │ │ ├── 1_labels.txt │ │ ├── 1_node_ids.txt │ │ ├── 1_question_types.txt │ │ ├── 2_edge_types.txt │ │ ├── 2_graphs.txt │ │ ├── 2_labels.txt │ │ ├── 2_node_ids.txt │ │ ├── 2_question_types.txt │ │ ├── 4_edge_types.txt │ │ ├── 4_graphs.txt │ │ ├── 4_labels.txt │ │ ├── 4_node_ids.txt │ │ ├── 4_question_types.txt │ │ ├── 9_edge_types.txt │ │ ├── 9_graphs.txt │ │ ├── 9_labels.txt │ │ ├── 9_node_ids.txt │ │ └── 9_question_types.txt ├── processed_1 │ ├── rnn │ │ ├── test │ │ │ ├── 15_rnn.txt │ │ │ ├── 15_rnn.txt.dict │ │ │ ├── 15_tokens.txt │ │ │ ├── 16_rnn.txt │ │ │ ├── 16_rnn.txt.dict │ │ │ ├── 16_tokens.txt │ │ │ ├── 18_rnn.txt │ │ │ ├── 18_rnn.txt.dict │ │ │ ├── 18_tokens.txt │ │ │ ├── 19_rnn.txt │ │ │ ├── 19_rnn.txt.dict │ │ │ ├── 19_tokens.txt │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ └── 4_tokens.txt │ │ └── train │ │ │ ├── 15_rnn.txt │ │ │ ├── 15_rnn.txt.dict │ │ │ ├── 15_rnn.txt.val │ │ │ ├── 15_rnn.txt.val.dict │ │ │ ├── 15_tokens.txt │ │ │ ├── 15_tokens.txt.val │ │ │ ├── 16_rnn.txt │ │ │ ├── 16_rnn.txt.dict │ │ │ ├── 16_rnn.txt.val │ │ │ ├── 16_rnn.txt.val.dict │ │ │ ├── 16_tokens.txt │ │ │ ├── 16_tokens.txt.val │ │ │ ├── 18_rnn.txt │ │ │ ├── 18_rnn.txt.dict │ │ │ ├── 18_rnn.txt.val │ │ │ ├── 18_rnn.txt.val.dict │ │ │ ├── 18_tokens.txt │ │ │ ├── 18_tokens.txt.val │ │ │ ├── 19_rnn.txt │ │ │ ├── 19_rnn.txt.dict │ │ │ ├── 19_rnn.txt.val │ │ │ ├── 19_rnn.txt.val.dict │ │ │ ├── 19_tokens.txt │ │ │ ├── 19_tokens.txt.val │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ ├── 4_rnn.txt.val │ │ │ ├── 4_rnn.txt.val.dict │ │ │ ├── 4_tokens.txt │ │ │ └── 4_tokens.txt.val │ ├── test │ │ ├── 15_edge_types.txt │ │ ├── 15_graphs.txt │ │ ├── 15_labels.txt │ │ ├── 15_node_ids.txt │ │ ├── 15_question_types.txt │ │ ├── 16_edge_types.txt │ │ ├── 16_graphs.txt │ │ ├── 16_labels.txt │ │ ├── 16_node_ids.txt │ │ ├── 16_question_types.txt │ │ ├── 18_edge_types.txt │ │ ├── 18_graphs.txt │ │ ├── 18_labels.txt │ │ ├── 18_node_ids.txt │ │ ├── 18_question_types.txt │ │ ├── 19_edge_types.txt │ │ ├── 19_graphs.txt │ │ ├── 19_labels.txt │ │ ├── 19_node_ids.txt │ │ ├── 19_question_types.txt │ │ ├── 4_edge_types.txt │ │ ├── 4_graphs.txt │ │ ├── 4_labels.txt │ │ ├── 4_node_ids.txt │ │ └── 4_question_types.txt │ └── train │ │ ├── 15_edge_types.txt │ │ ├── 15_graphs.txt │ │ ├── 15_labels.txt │ │ ├── 15_node_ids.txt │ │ ├── 15_question_types.txt │ │ ├── 16_edge_types.txt │ │ ├── 16_graphs.txt │ │ ├── 16_labels.txt │ │ ├── 16_node_ids.txt │ │ ├── 16_question_types.txt │ │ ├── 18_edge_types.txt │ │ ├── 18_graphs.txt │ │ ├── 18_labels.txt │ │ ├── 18_node_ids.txt │ │ ├── 18_question_types.txt │ │ ├── 19_edge_types.txt │ │ ├── 19_graphs.txt │ │ ├── 19_labels.txt │ │ ├── 19_node_ids.txt │ │ ├── 19_question_types.txt │ │ ├── 4_edge_types.txt │ │ ├── 4_graphs.txt │ │ ├── 4_labels.txt │ │ ├── 4_node_ids.txt │ │ └── 4_question_types.txt ├── processed_10 │ ├── rnn │ │ ├── test │ │ │ ├── 15_rnn.txt │ │ │ ├── 15_rnn.txt.dict │ │ │ ├── 15_tokens.txt │ │ │ ├── 16_rnn.txt │ │ │ ├── 16_rnn.txt.dict │ │ │ ├── 16_tokens.txt │ │ │ ├── 18_rnn.txt │ │ │ ├── 18_rnn.txt.dict │ │ │ ├── 18_tokens.txt │ │ │ ├── 19_rnn.txt │ │ │ ├── 19_rnn.txt.dict │ │ │ ├── 19_tokens.txt │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ └── 4_tokens.txt │ │ └── train │ │ │ ├── 15_rnn.txt │ │ │ ├── 15_rnn.txt.dict │ │ │ ├── 15_rnn.txt.val │ │ │ ├── 15_rnn.txt.val.dict │ │ │ ├── 15_tokens.txt │ │ │ ├── 15_tokens.txt.val │ │ │ ├── 16_rnn.txt │ │ │ ├── 16_rnn.txt.dict │ │ │ ├── 16_rnn.txt.val │ │ │ ├── 16_rnn.txt.val.dict │ │ │ ├── 16_tokens.txt │ │ │ ├── 16_tokens.txt.val │ │ │ ├── 18_rnn.txt │ │ │ ├── 18_rnn.txt.dict │ │ │ ├── 18_rnn.txt.val │ │ │ ├── 18_rnn.txt.val.dict │ │ │ ├── 18_tokens.txt │ │ │ ├── 18_tokens.txt.val │ │ │ ├── 19_rnn.txt │ │ │ ├── 19_rnn.txt.dict │ │ │ ├── 19_rnn.txt.val │ │ │ ├── 19_rnn.txt.val.dict │ │ │ ├── 19_tokens.txt │ │ │ ├── 19_tokens.txt.val │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ ├── 4_rnn.txt.val │ │ │ ├── 4_rnn.txt.val.dict │ │ │ ├── 4_tokens.txt │ │ │ └── 4_tokens.txt.val │ ├── test │ │ ├── 15_edge_types.txt │ │ ├── 15_graphs.txt │ │ ├── 15_labels.txt │ │ ├── 15_node_ids.txt │ │ ├── 15_question_types.txt │ │ ├── 16_edge_types.txt │ │ ├── 16_graphs.txt │ │ ├── 16_labels.txt │ │ ├── 16_node_ids.txt │ │ ├── 16_question_types.txt │ │ ├── 18_edge_types.txt │ │ ├── 18_graphs.txt │ │ ├── 18_labels.txt │ │ ├── 18_node_ids.txt │ │ ├── 18_question_types.txt │ │ ├── 19_edge_types.txt │ │ ├── 19_graphs.txt │ │ ├── 19_labels.txt │ │ ├── 19_node_ids.txt │ │ ├── 19_question_types.txt │ │ ├── 4_edge_types.txt │ │ ├── 4_graphs.txt │ │ ├── 4_labels.txt │ │ ├── 4_node_ids.txt │ │ └── 4_question_types.txt │ └── train │ │ ├── 15_edge_types.txt │ │ ├── 15_graphs.txt │ │ ├── 15_labels.txt │ │ ├── 15_node_ids.txt │ │ ├── 15_question_types.txt │ │ ├── 16_edge_types.txt │ │ ├── 16_graphs.txt │ │ ├── 16_labels.txt │ │ ├── 16_node_ids.txt │ │ ├── 16_question_types.txt │ │ ├── 18_edge_types.txt │ │ ├── 18_graphs.txt │ │ ├── 18_labels.txt │ │ ├── 18_node_ids.txt │ │ ├── 18_question_types.txt │ │ ├── 19_edge_types.txt │ │ ├── 19_graphs.txt │ │ ├── 19_labels.txt │ │ ├── 19_node_ids.txt │ │ ├── 19_question_types.txt │ │ ├── 4_edge_types.txt │ │ ├── 4_graphs.txt │ │ ├── 4_labels.txt │ │ ├── 4_node_ids.txt │ │ └── 4_question_types.txt ├── processed_2 │ ├── rnn │ │ ├── test │ │ │ ├── 15_rnn.txt │ │ │ ├── 15_rnn.txt.dict │ │ │ ├── 15_tokens.txt │ │ │ ├── 16_rnn.txt │ │ │ ├── 16_rnn.txt.dict │ │ │ ├── 16_tokens.txt │ │ │ ├── 18_rnn.txt │ │ │ ├── 18_rnn.txt.dict │ │ │ ├── 18_tokens.txt │ │ │ ├── 19_rnn.txt │ │ │ ├── 19_rnn.txt.dict │ │ │ ├── 19_tokens.txt │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ └── 4_tokens.txt │ │ └── train │ │ │ ├── 15_rnn.txt │ │ │ ├── 15_rnn.txt.dict │ │ │ ├── 15_rnn.txt.val │ │ │ ├── 15_rnn.txt.val.dict │ │ │ ├── 15_tokens.txt │ │ │ ├── 15_tokens.txt.val │ │ │ ├── 16_rnn.txt │ │ │ ├── 16_rnn.txt.dict │ │ │ ├── 16_rnn.txt.val │ │ │ ├── 16_rnn.txt.val.dict │ │ │ ├── 16_tokens.txt │ │ │ ├── 16_tokens.txt.val │ │ │ ├── 18_rnn.txt │ │ │ ├── 18_rnn.txt.dict │ │ │ ├── 18_rnn.txt.val │ │ │ ├── 18_rnn.txt.val.dict │ │ │ ├── 18_tokens.txt │ │ │ ├── 18_tokens.txt.val │ │ │ ├── 19_rnn.txt │ │ │ ├── 19_rnn.txt.dict │ │ │ ├── 19_rnn.txt.val │ │ │ ├── 19_rnn.txt.val.dict │ │ │ ├── 19_tokens.txt │ │ │ ├── 19_tokens.txt.val │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ ├── 4_rnn.txt.val │ │ │ ├── 4_rnn.txt.val.dict │ │ │ ├── 4_tokens.txt │ │ │ └── 4_tokens.txt.val │ ├── test │ │ ├── 15_edge_types.txt │ │ ├── 15_graphs.txt │ │ ├── 15_labels.txt │ │ ├── 15_node_ids.txt │ │ ├── 15_question_types.txt │ │ ├── 16_edge_types.txt │ │ ├── 16_graphs.txt │ │ ├── 16_labels.txt │ │ ├── 16_node_ids.txt │ │ ├── 16_question_types.txt │ │ ├── 18_edge_types.txt │ │ ├── 18_graphs.txt │ │ ├── 18_labels.txt │ │ ├── 18_node_ids.txt │ │ ├── 18_question_types.txt │ │ ├── 19_edge_types.txt │ │ ├── 19_graphs.txt │ │ ├── 19_labels.txt │ │ ├── 19_node_ids.txt │ │ ├── 19_question_types.txt │ │ ├── 4_edge_types.txt │ │ ├── 4_graphs.txt │ │ ├── 4_labels.txt │ │ ├── 4_node_ids.txt │ │ └── 4_question_types.txt │ └── train │ │ ├── 15_edge_types.txt │ │ ├── 15_graphs.txt │ │ ├── 15_labels.txt │ │ ├── 15_node_ids.txt │ │ ├── 15_question_types.txt │ │ ├── 16_edge_types.txt │ │ ├── 16_graphs.txt │ │ ├── 16_labels.txt │ │ ├── 16_node_ids.txt │ │ ├── 16_question_types.txt │ │ ├── 18_edge_types.txt │ │ ├── 18_graphs.txt │ │ ├── 18_labels.txt │ │ ├── 18_node_ids.txt │ │ ├── 18_question_types.txt │ │ ├── 19_edge_types.txt │ │ ├── 19_graphs.txt │ │ ├── 19_labels.txt │ │ ├── 19_node_ids.txt │ │ ├── 19_question_types.txt │ │ ├── 4_edge_types.txt │ │ ├── 4_graphs.txt │ │ ├── 4_labels.txt │ │ ├── 4_node_ids.txt │ │ └── 4_question_types.txt ├── processed_3 │ ├── rnn │ │ ├── test │ │ │ ├── 15_rnn.txt │ │ │ ├── 15_rnn.txt.dict │ │ │ ├── 15_tokens.txt │ │ │ ├── 16_rnn.txt │ │ │ ├── 16_rnn.txt.dict │ │ │ ├── 16_tokens.txt │ │ │ ├── 18_rnn.txt │ │ │ ├── 18_rnn.txt.dict │ │ │ ├── 18_tokens.txt │ │ │ ├── 19_rnn.txt │ │ │ ├── 19_rnn.txt.dict │ │ │ ├── 19_tokens.txt │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ └── 4_tokens.txt │ │ └── train │ │ │ ├── 15_rnn.txt │ │ │ ├── 15_rnn.txt.dict │ │ │ ├── 15_rnn.txt.val │ │ │ ├── 15_rnn.txt.val.dict │ │ │ ├── 15_tokens.txt │ │ │ ├── 15_tokens.txt.val │ │ │ ├── 16_rnn.txt │ │ │ ├── 16_rnn.txt.dict │ │ │ ├── 16_rnn.txt.val │ │ │ ├── 16_rnn.txt.val.dict │ │ │ ├── 16_tokens.txt │ │ │ ├── 16_tokens.txt.val │ │ │ ├── 18_rnn.txt │ │ │ ├── 18_rnn.txt.dict │ │ │ ├── 18_rnn.txt.val │ │ │ ├── 18_rnn.txt.val.dict │ │ │ ├── 18_tokens.txt │ │ │ ├── 18_tokens.txt.val │ │ │ ├── 19_rnn.txt │ │ │ ├── 19_rnn.txt.dict │ │ │ ├── 19_rnn.txt.val │ │ │ ├── 19_rnn.txt.val.dict │ │ │ ├── 19_tokens.txt │ │ │ ├── 19_tokens.txt.val │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ ├── 4_rnn.txt.val │ │ │ ├── 4_rnn.txt.val.dict │ │ │ ├── 4_tokens.txt │ │ │ └── 4_tokens.txt.val │ ├── test │ │ ├── 15_edge_types.txt │ │ ├── 15_graphs.txt │ │ ├── 15_labels.txt │ │ ├── 15_node_ids.txt │ │ ├── 15_question_types.txt │ │ ├── 16_edge_types.txt │ │ ├── 16_graphs.txt │ │ ├── 16_labels.txt │ │ ├── 16_node_ids.txt │ │ ├── 16_question_types.txt │ │ ├── 18_edge_types.txt │ │ ├── 18_graphs.txt │ │ ├── 18_labels.txt │ │ ├── 18_node_ids.txt │ │ ├── 18_question_types.txt │ │ ├── 19_edge_types.txt │ │ ├── 19_graphs.txt │ │ ├── 19_labels.txt │ │ ├── 19_node_ids.txt │ │ ├── 19_question_types.txt │ │ ├── 4_edge_types.txt │ │ ├── 4_graphs.txt │ │ ├── 4_labels.txt │ │ ├── 4_node_ids.txt │ │ └── 4_question_types.txt │ └── train │ │ ├── 15_edge_types.txt │ │ ├── 15_graphs.txt │ │ ├── 15_labels.txt │ │ ├── 15_node_ids.txt │ │ ├── 15_question_types.txt │ │ ├── 16_edge_types.txt │ │ ├── 16_graphs.txt │ │ ├── 16_labels.txt │ │ ├── 16_node_ids.txt │ │ ├── 16_question_types.txt │ │ ├── 18_edge_types.txt │ │ ├── 18_graphs.txt │ │ ├── 18_labels.txt │ │ ├── 18_node_ids.txt │ │ ├── 18_question_types.txt │ │ ├── 19_edge_types.txt │ │ ├── 19_graphs.txt │ │ ├── 19_labels.txt │ │ ├── 19_node_ids.txt │ │ ├── 19_question_types.txt │ │ ├── 4_edge_types.txt │ │ ├── 4_graphs.txt │ │ ├── 4_labels.txt │ │ ├── 4_node_ids.txt │ │ └── 4_question_types.txt ├── processed_4 │ ├── rnn │ │ ├── test │ │ │ ├── 15_rnn.txt │ │ │ ├── 15_rnn.txt.dict │ │ │ ├── 15_tokens.txt │ │ │ ├── 16_rnn.txt │ │ │ ├── 16_rnn.txt.dict │ │ │ ├── 16_tokens.txt │ │ │ ├── 18_rnn.txt │ │ │ ├── 18_rnn.txt.dict │ │ │ ├── 18_tokens.txt │ │ │ ├── 19_rnn.txt │ │ │ ├── 19_rnn.txt.dict │ │ │ ├── 19_tokens.txt │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ └── 4_tokens.txt │ │ └── train │ │ │ ├── 15_rnn.txt │ │ │ ├── 15_rnn.txt.dict │ │ │ ├── 15_rnn.txt.val │ │ │ ├── 15_rnn.txt.val.dict │ │ │ ├── 15_tokens.txt │ │ │ ├── 15_tokens.txt.val │ │ │ ├── 16_rnn.txt │ │ │ ├── 16_rnn.txt.dict │ │ │ ├── 16_rnn.txt.val │ │ │ ├── 16_rnn.txt.val.dict │ │ │ ├── 16_tokens.txt │ │ │ ├── 16_tokens.txt.val │ │ │ ├── 18_rnn.txt │ │ │ ├── 18_rnn.txt.dict │ │ │ ├── 18_rnn.txt.val │ │ │ ├── 18_rnn.txt.val.dict │ │ │ ├── 18_tokens.txt │ │ │ ├── 18_tokens.txt.val │ │ │ ├── 19_rnn.txt │ │ │ ├── 19_rnn.txt.dict │ │ │ ├── 19_rnn.txt.val │ │ │ ├── 19_rnn.txt.val.dict │ │ │ ├── 19_tokens.txt │ │ │ ├── 19_tokens.txt.val │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ ├── 4_rnn.txt.val │ │ │ ├── 4_rnn.txt.val.dict │ │ │ ├── 4_tokens.txt │ │ │ └── 4_tokens.txt.val │ ├── test │ │ ├── 15_edge_types.txt │ │ ├── 15_graphs.txt │ │ ├── 15_labels.txt │ │ ├── 15_node_ids.txt │ │ ├── 15_question_types.txt │ │ ├── 16_edge_types.txt │ │ ├── 16_graphs.txt │ │ ├── 16_labels.txt │ │ ├── 16_node_ids.txt │ │ ├── 16_question_types.txt │ │ ├── 18_edge_types.txt │ │ ├── 18_graphs.txt │ │ ├── 18_labels.txt │ │ ├── 18_node_ids.txt │ │ ├── 18_question_types.txt │ │ ├── 19_edge_types.txt │ │ ├── 19_graphs.txt │ │ ├── 19_labels.txt │ │ ├── 19_node_ids.txt │ │ ├── 19_question_types.txt │ │ ├── 4_edge_types.txt │ │ ├── 4_graphs.txt │ │ ├── 4_labels.txt │ │ ├── 4_node_ids.txt │ │ └── 4_question_types.txt │ └── train │ │ ├── 15_edge_types.txt │ │ ├── 15_graphs.txt │ │ ├── 15_labels.txt │ │ ├── 15_node_ids.txt │ │ ├── 15_question_types.txt │ │ ├── 16_edge_types.txt │ │ ├── 16_graphs.txt │ │ ├── 16_labels.txt │ │ ├── 16_node_ids.txt │ │ ├── 16_question_types.txt │ │ ├── 18_edge_types.txt │ │ ├── 18_graphs.txt │ │ ├── 18_labels.txt │ │ ├── 18_node_ids.txt │ │ ├── 18_question_types.txt │ │ ├── 19_edge_types.txt │ │ ├── 19_graphs.txt │ │ ├── 19_labels.txt │ │ ├── 19_node_ids.txt │ │ ├── 19_question_types.txt │ │ ├── 4_edge_types.txt │ │ ├── 4_graphs.txt │ │ ├── 4_labels.txt │ │ ├── 4_node_ids.txt │ │ └── 4_question_types.txt ├── processed_5 │ ├── rnn │ │ ├── test │ │ │ ├── 15_rnn.txt │ │ │ ├── 15_rnn.txt.dict │ │ │ ├── 15_tokens.txt │ │ │ ├── 16_rnn.txt │ │ │ ├── 16_rnn.txt.dict │ │ │ ├── 16_tokens.txt │ │ │ ├── 18_rnn.txt │ │ │ ├── 18_rnn.txt.dict │ │ │ ├── 18_tokens.txt │ │ │ ├── 19_rnn.txt │ │ │ ├── 19_rnn.txt.dict │ │ │ ├── 19_tokens.txt │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ └── 4_tokens.txt │ │ └── train │ │ │ ├── 15_rnn.txt │ │ │ ├── 15_rnn.txt.dict │ │ │ ├── 15_rnn.txt.val │ │ │ ├── 15_rnn.txt.val.dict │ │ │ ├── 15_tokens.txt │ │ │ ├── 15_tokens.txt.val │ │ │ ├── 16_rnn.txt │ │ │ ├── 16_rnn.txt.dict │ │ │ ├── 16_rnn.txt.val │ │ │ ├── 16_rnn.txt.val.dict │ │ │ ├── 16_tokens.txt │ │ │ ├── 16_tokens.txt.val │ │ │ ├── 18_rnn.txt │ │ │ ├── 18_rnn.txt.dict │ │ │ ├── 18_rnn.txt.val │ │ │ ├── 18_rnn.txt.val.dict │ │ │ ├── 18_tokens.txt │ │ │ ├── 18_tokens.txt.val │ │ │ ├── 19_rnn.txt │ │ │ ├── 19_rnn.txt.dict │ │ │ ├── 19_rnn.txt.val │ │ │ ├── 19_rnn.txt.val.dict │ │ │ ├── 19_tokens.txt │ │ │ ├── 19_tokens.txt.val │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ ├── 4_rnn.txt.val │ │ │ ├── 4_rnn.txt.val.dict │ │ │ ├── 4_tokens.txt │ │ │ └── 4_tokens.txt.val │ ├── test │ │ ├── 15_edge_types.txt │ │ ├── 15_graphs.txt │ │ ├── 15_labels.txt │ │ ├── 15_node_ids.txt │ │ ├── 15_question_types.txt │ │ ├── 16_edge_types.txt │ │ ├── 16_graphs.txt │ │ ├── 16_labels.txt │ │ ├── 16_node_ids.txt │ │ ├── 16_question_types.txt │ │ ├── 18_edge_types.txt │ │ ├── 18_graphs.txt │ │ ├── 18_labels.txt │ │ ├── 18_node_ids.txt │ │ ├── 18_question_types.txt │ │ ├── 19_edge_types.txt │ │ ├── 19_graphs.txt │ │ ├── 19_labels.txt │ │ ├── 19_node_ids.txt │ │ ├── 19_question_types.txt │ │ ├── 4_edge_types.txt │ │ ├── 4_graphs.txt │ │ ├── 4_labels.txt │ │ ├── 4_node_ids.txt │ │ └── 4_question_types.txt │ └── train │ │ ├── 15_edge_types.txt │ │ ├── 15_graphs.txt │ │ ├── 15_labels.txt │ │ ├── 15_node_ids.txt │ │ ├── 15_question_types.txt │ │ ├── 16_edge_types.txt │ │ ├── 16_graphs.txt │ │ ├── 16_labels.txt │ │ ├── 16_node_ids.txt │ │ ├── 16_question_types.txt │ │ ├── 18_edge_types.txt │ │ ├── 18_graphs.txt │ │ ├── 18_labels.txt │ │ ├── 18_node_ids.txt │ │ ├── 18_question_types.txt │ │ ├── 19_edge_types.txt │ │ ├── 19_graphs.txt │ │ ├── 19_labels.txt │ │ ├── 19_node_ids.txt │ │ ├── 19_question_types.txt │ │ ├── 4_edge_types.txt │ │ ├── 4_graphs.txt │ │ ├── 4_labels.txt │ │ ├── 4_node_ids.txt │ │ └── 4_question_types.txt ├── processed_6 │ ├── rnn │ │ ├── test │ │ │ ├── 15_rnn.txt │ │ │ ├── 15_rnn.txt.dict │ │ │ ├── 15_tokens.txt │ │ │ ├── 16_rnn.txt │ │ │ ├── 16_rnn.txt.dict │ │ │ ├── 16_tokens.txt │ │ │ ├── 18_rnn.txt │ │ │ ├── 18_rnn.txt.dict │ │ │ ├── 18_tokens.txt │ │ │ ├── 19_rnn.txt │ │ │ ├── 19_rnn.txt.dict │ │ │ ├── 19_tokens.txt │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ └── 4_tokens.txt │ │ └── train │ │ │ ├── 15_rnn.txt │ │ │ ├── 15_rnn.txt.dict │ │ │ ├── 15_rnn.txt.val │ │ │ ├── 15_rnn.txt.val.dict │ │ │ ├── 15_tokens.txt │ │ │ ├── 15_tokens.txt.val │ │ │ ├── 16_rnn.txt │ │ │ ├── 16_rnn.txt.dict │ │ │ ├── 16_rnn.txt.val │ │ │ ├── 16_rnn.txt.val.dict │ │ │ ├── 16_tokens.txt │ │ │ ├── 16_tokens.txt.val │ │ │ ├── 18_rnn.txt │ │ │ ├── 18_rnn.txt.dict │ │ │ ├── 18_rnn.txt.val │ │ │ ├── 18_rnn.txt.val.dict │ │ │ ├── 18_tokens.txt │ │ │ ├── 18_tokens.txt.val │ │ │ ├── 19_rnn.txt │ │ │ ├── 19_rnn.txt.dict │ │ │ ├── 19_rnn.txt.val │ │ │ ├── 19_rnn.txt.val.dict │ │ │ ├── 19_tokens.txt │ │ │ ├── 19_tokens.txt.val │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ ├── 4_rnn.txt.val │ │ │ ├── 4_rnn.txt.val.dict │ │ │ ├── 4_tokens.txt │ │ │ └── 4_tokens.txt.val │ ├── test │ │ ├── 15_edge_types.txt │ │ ├── 15_graphs.txt │ │ ├── 15_labels.txt │ │ ├── 15_node_ids.txt │ │ ├── 15_question_types.txt │ │ ├── 16_edge_types.txt │ │ ├── 16_graphs.txt │ │ ├── 16_labels.txt │ │ ├── 16_node_ids.txt │ │ ├── 16_question_types.txt │ │ ├── 18_edge_types.txt │ │ ├── 18_graphs.txt │ │ ├── 18_labels.txt │ │ ├── 18_node_ids.txt │ │ ├── 18_question_types.txt │ │ ├── 19_edge_types.txt │ │ ├── 19_graphs.txt │ │ ├── 19_labels.txt │ │ ├── 19_node_ids.txt │ │ ├── 19_question_types.txt │ │ ├── 4_edge_types.txt │ │ ├── 4_graphs.txt │ │ ├── 4_labels.txt │ │ ├── 4_node_ids.txt │ │ └── 4_question_types.txt │ └── train │ │ ├── 15_edge_types.txt │ │ ├── 15_graphs.txt │ │ ├── 15_labels.txt │ │ ├── 15_node_ids.txt │ │ ├── 15_question_types.txt │ │ ├── 16_edge_types.txt │ │ ├── 16_graphs.txt │ │ ├── 16_labels.txt │ │ ├── 16_node_ids.txt │ │ ├── 16_question_types.txt │ │ ├── 18_edge_types.txt │ │ ├── 18_graphs.txt │ │ ├── 18_labels.txt │ │ ├── 18_node_ids.txt │ │ ├── 18_question_types.txt │ │ ├── 19_edge_types.txt │ │ ├── 19_graphs.txt │ │ ├── 19_labels.txt │ │ ├── 19_node_ids.txt │ │ ├── 19_question_types.txt │ │ ├── 4_edge_types.txt │ │ ├── 4_graphs.txt │ │ ├── 4_labels.txt │ │ ├── 4_node_ids.txt │ │ └── 4_question_types.txt ├── processed_7 │ ├── rnn │ │ ├── test │ │ │ ├── 15_rnn.txt │ │ │ ├── 15_rnn.txt.dict │ │ │ ├── 15_tokens.txt │ │ │ ├── 16_rnn.txt │ │ │ ├── 16_rnn.txt.dict │ │ │ ├── 16_tokens.txt │ │ │ ├── 18_rnn.txt │ │ │ ├── 18_rnn.txt.dict │ │ │ ├── 18_tokens.txt │ │ │ ├── 19_rnn.txt │ │ │ ├── 19_rnn.txt.dict │ │ │ ├── 19_tokens.txt │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ └── 4_tokens.txt │ │ └── train │ │ │ ├── 15_rnn.txt │ │ │ ├── 15_rnn.txt.dict │ │ │ ├── 15_rnn.txt.val │ │ │ ├── 15_rnn.txt.val.dict │ │ │ ├── 15_tokens.txt │ │ │ ├── 15_tokens.txt.val │ │ │ ├── 16_rnn.txt │ │ │ ├── 16_rnn.txt.dict │ │ │ ├── 16_rnn.txt.val │ │ │ ├── 16_rnn.txt.val.dict │ │ │ ├── 16_tokens.txt │ │ │ ├── 16_tokens.txt.val │ │ │ ├── 18_rnn.txt │ │ │ ├── 18_rnn.txt.dict │ │ │ ├── 18_rnn.txt.val │ │ │ ├── 18_rnn.txt.val.dict │ │ │ ├── 18_tokens.txt │ │ │ ├── 18_tokens.txt.val │ │ │ ├── 19_rnn.txt │ │ │ ├── 19_rnn.txt.dict │ │ │ ├── 19_rnn.txt.val │ │ │ ├── 19_rnn.txt.val.dict │ │ │ ├── 19_tokens.txt │ │ │ ├── 19_tokens.txt.val │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ ├── 4_rnn.txt.val │ │ │ ├── 4_rnn.txt.val.dict │ │ │ ├── 4_tokens.txt │ │ │ └── 4_tokens.txt.val │ ├── test │ │ ├── 15_edge_types.txt │ │ ├── 15_graphs.txt │ │ ├── 15_labels.txt │ │ ├── 15_node_ids.txt │ │ ├── 15_question_types.txt │ │ ├── 16_edge_types.txt │ │ ├── 16_graphs.txt │ │ ├── 16_labels.txt │ │ ├── 16_node_ids.txt │ │ ├── 16_question_types.txt │ │ ├── 18_edge_types.txt │ │ ├── 18_graphs.txt │ │ ├── 18_labels.txt │ │ ├── 18_node_ids.txt │ │ ├── 18_question_types.txt │ │ ├── 19_edge_types.txt │ │ ├── 19_graphs.txt │ │ ├── 19_labels.txt │ │ ├── 19_node_ids.txt │ │ ├── 19_question_types.txt │ │ ├── 4_edge_types.txt │ │ ├── 4_graphs.txt │ │ ├── 4_labels.txt │ │ ├── 4_node_ids.txt │ │ └── 4_question_types.txt │ └── train │ │ ├── 15_edge_types.txt │ │ ├── 15_graphs.txt │ │ ├── 15_labels.txt │ │ ├── 15_node_ids.txt │ │ ├── 15_question_types.txt │ │ ├── 16_edge_types.txt │ │ ├── 16_graphs.txt │ │ ├── 16_labels.txt │ │ ├── 16_node_ids.txt │ │ ├── 16_question_types.txt │ │ ├── 18_edge_types.txt │ │ ├── 18_graphs.txt │ │ ├── 18_labels.txt │ │ ├── 18_node_ids.txt │ │ ├── 18_question_types.txt │ │ ├── 19_edge_types.txt │ │ ├── 19_graphs.txt │ │ ├── 19_labels.txt │ │ ├── 19_node_ids.txt │ │ ├── 19_question_types.txt │ │ ├── 4_edge_types.txt │ │ ├── 4_graphs.txt │ │ ├── 4_labels.txt │ │ ├── 4_node_ids.txt │ │ └── 4_question_types.txt ├── processed_8 │ ├── rnn │ │ ├── test │ │ │ ├── 15_rnn.txt │ │ │ ├── 15_rnn.txt.dict │ │ │ ├── 15_tokens.txt │ │ │ ├── 16_rnn.txt │ │ │ ├── 16_rnn.txt.dict │ │ │ ├── 16_tokens.txt │ │ │ ├── 18_rnn.txt │ │ │ ├── 18_rnn.txt.dict │ │ │ ├── 18_tokens.txt │ │ │ ├── 19_rnn.txt │ │ │ ├── 19_rnn.txt.dict │ │ │ ├── 19_tokens.txt │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ └── 4_tokens.txt │ │ └── train │ │ │ ├── 15_rnn.txt │ │ │ ├── 15_rnn.txt.dict │ │ │ ├── 15_rnn.txt.val │ │ │ ├── 15_rnn.txt.val.dict │ │ │ ├── 15_tokens.txt │ │ │ ├── 15_tokens.txt.val │ │ │ ├── 16_rnn.txt │ │ │ ├── 16_rnn.txt.dict │ │ │ ├── 16_rnn.txt.val │ │ │ ├── 16_rnn.txt.val.dict │ │ │ ├── 16_tokens.txt │ │ │ ├── 16_tokens.txt.val │ │ │ ├── 18_rnn.txt │ │ │ ├── 18_rnn.txt.dict │ │ │ ├── 18_rnn.txt.val │ │ │ ├── 18_rnn.txt.val.dict │ │ │ ├── 18_tokens.txt │ │ │ ├── 18_tokens.txt.val │ │ │ ├── 19_rnn.txt │ │ │ ├── 19_rnn.txt.dict │ │ │ ├── 19_rnn.txt.val │ │ │ ├── 19_rnn.txt.val.dict │ │ │ ├── 19_tokens.txt │ │ │ ├── 19_tokens.txt.val │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ ├── 4_rnn.txt.val │ │ │ ├── 4_rnn.txt.val.dict │ │ │ ├── 4_tokens.txt │ │ │ └── 4_tokens.txt.val │ ├── test │ │ ├── 15_edge_types.txt │ │ ├── 15_graphs.txt │ │ ├── 15_labels.txt │ │ ├── 15_node_ids.txt │ │ ├── 15_question_types.txt │ │ ├── 16_edge_types.txt │ │ ├── 16_graphs.txt │ │ ├── 16_labels.txt │ │ ├── 16_node_ids.txt │ │ ├── 16_question_types.txt │ │ ├── 18_edge_types.txt │ │ ├── 18_graphs.txt │ │ ├── 18_labels.txt │ │ ├── 18_node_ids.txt │ │ ├── 18_question_types.txt │ │ ├── 19_edge_types.txt │ │ ├── 19_graphs.txt │ │ ├── 19_labels.txt │ │ ├── 19_node_ids.txt │ │ ├── 19_question_types.txt │ │ ├── 4_edge_types.txt │ │ ├── 4_graphs.txt │ │ ├── 4_labels.txt │ │ ├── 4_node_ids.txt │ │ └── 4_question_types.txt │ └── train │ │ ├── 15_edge_types.txt │ │ ├── 15_graphs.txt │ │ ├── 15_labels.txt │ │ ├── 15_node_ids.txt │ │ ├── 15_question_types.txt │ │ ├── 16_edge_types.txt │ │ ├── 16_graphs.txt │ │ ├── 16_labels.txt │ │ ├── 16_node_ids.txt │ │ ├── 16_question_types.txt │ │ ├── 18_edge_types.txt │ │ ├── 18_graphs.txt │ │ ├── 18_labels.txt │ │ ├── 18_node_ids.txt │ │ ├── 18_question_types.txt │ │ ├── 19_edge_types.txt │ │ ├── 19_graphs.txt │ │ ├── 19_labels.txt │ │ ├── 19_node_ids.txt │ │ ├── 19_question_types.txt │ │ ├── 4_edge_types.txt │ │ ├── 4_graphs.txt │ │ ├── 4_labels.txt │ │ ├── 4_node_ids.txt │ │ └── 4_question_types.txt ├── processed_9 │ ├── rnn │ │ ├── test │ │ │ ├── 15_rnn.txt │ │ │ ├── 15_rnn.txt.dict │ │ │ ├── 15_tokens.txt │ │ │ ├── 16_rnn.txt │ │ │ ├── 16_rnn.txt.dict │ │ │ ├── 16_tokens.txt │ │ │ ├── 18_rnn.txt │ │ │ ├── 18_rnn.txt.dict │ │ │ ├── 18_tokens.txt │ │ │ ├── 19_rnn.txt │ │ │ ├── 19_rnn.txt.dict │ │ │ ├── 19_tokens.txt │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ └── 4_tokens.txt │ │ └── train │ │ │ ├── 15_rnn.txt │ │ │ ├── 15_rnn.txt.dict │ │ │ ├── 15_rnn.txt.val │ │ │ ├── 15_rnn.txt.val.dict │ │ │ ├── 15_tokens.txt │ │ │ ├── 15_tokens.txt.val │ │ │ ├── 16_rnn.txt │ │ │ ├── 16_rnn.txt.dict │ │ │ ├── 16_rnn.txt.val │ │ │ ├── 16_rnn.txt.val.dict │ │ │ ├── 16_tokens.txt │ │ │ ├── 16_tokens.txt.val │ │ │ ├── 18_rnn.txt │ │ │ ├── 18_rnn.txt.dict │ │ │ ├── 18_rnn.txt.val │ │ │ ├── 18_rnn.txt.val.dict │ │ │ ├── 18_tokens.txt │ │ │ ├── 18_tokens.txt.val │ │ │ ├── 19_rnn.txt │ │ │ ├── 19_rnn.txt.dict │ │ │ ├── 19_rnn.txt.val │ │ │ ├── 19_rnn.txt.val.dict │ │ │ ├── 19_tokens.txt │ │ │ ├── 19_tokens.txt.val │ │ │ ├── 4_rnn.txt │ │ │ ├── 4_rnn.txt.dict │ │ │ ├── 4_rnn.txt.val │ │ │ ├── 4_rnn.txt.val.dict │ │ │ ├── 4_tokens.txt │ │ │ └── 4_tokens.txt.val │ ├── test │ │ ├── 15_edge_types.txt │ │ ├── 15_graphs.txt │ │ ├── 15_labels.txt │ │ ├── 15_node_ids.txt │ │ ├── 15_question_types.txt │ │ ├── 16_edge_types.txt │ │ ├── 16_graphs.txt │ │ ├── 16_labels.txt │ │ ├── 16_node_ids.txt │ │ ├── 16_question_types.txt │ │ ├── 18_edge_types.txt │ │ ├── 18_graphs.txt │ │ ├── 18_labels.txt │ │ ├── 18_node_ids.txt │ │ ├── 18_question_types.txt │ │ ├── 19_edge_types.txt │ │ ├── 19_graphs.txt │ │ ├── 19_labels.txt │ │ ├── 19_node_ids.txt │ │ ├── 19_question_types.txt │ │ ├── 4_edge_types.txt │ │ ├── 4_graphs.txt │ │ ├── 4_labels.txt │ │ ├── 4_node_ids.txt │ │ └── 4_question_types.txt │ └── train │ │ ├── 15_edge_types.txt │ │ ├── 15_graphs.txt │ │ ├── 15_labels.txt │ │ ├── 15_node_ids.txt │ │ ├── 15_question_types.txt │ │ ├── 16_edge_types.txt │ │ ├── 16_graphs.txt │ │ ├── 16_labels.txt │ │ ├── 16_node_ids.txt │ │ ├── 16_question_types.txt │ │ ├── 18_edge_types.txt │ │ ├── 18_graphs.txt │ │ ├── 18_labels.txt │ │ ├── 18_node_ids.txt │ │ ├── 18_question_types.txt │ │ ├── 19_edge_types.txt │ │ ├── 19_graphs.txt │ │ ├── 19_labels.txt │ │ ├── 19_node_ids.txt │ │ ├── 19_question_types.txt │ │ ├── 4_edge_types.txt │ │ ├── 4_graphs.txt │ │ ├── 4_labels.txt │ │ ├── 4_node_ids.txt │ │ └── 4_question_types.txt ├── rnn_preprocess.py ├── symbolic │ ├── extra │ │ ├── 1.txt │ │ ├── 10.txt │ │ ├── 11.txt │ │ ├── 12.txt │ │ ├── 13.txt │ │ ├── 14.txt │ │ ├── 15.txt │ │ ├── 16.txt │ │ ├── 17.txt │ │ ├── 18.txt │ │ ├── 19.txt │ │ ├── 2.txt │ │ ├── 20.txt │ │ ├── 3.txt │ │ ├── 4.txt │ │ ├── 5.txt │ │ ├── 6.txt │ │ ├── 7.txt │ │ ├── 8.txt │ │ └── 9.txt │ ├── test │ │ ├── 1.txt │ │ ├── 10.txt │ │ ├── 11.txt │ │ ├── 12.txt │ │ ├── 13.txt │ │ ├── 14.txt │ │ ├── 15.txt │ │ ├── 16.txt │ │ ├── 17.txt │ │ ├── 18.txt │ │ ├── 19.txt │ │ ├── 2.txt │ │ ├── 20.txt │ │ ├── 3.txt │ │ ├── 4.txt │ │ ├── 5.txt │ │ ├── 6.txt │ │ ├── 7.txt │ │ ├── 8.txt │ │ └── 9.txt │ └── train │ │ ├── 1.txt │ │ ├── 10.txt │ │ ├── 11.txt │ │ ├── 12.txt │ │ ├── 13.txt │ │ ├── 14.txt │ │ ├── 15.txt │ │ ├── 16.txt │ │ ├── 17.txt │ │ ├── 18.txt │ │ ├── 19.txt │ │ ├── 2.txt │ │ ├── 20.txt │ │ ├── 3.txt │ │ ├── 4.txt │ │ ├── 5.txt │ │ ├── 6.txt │ │ ├── 7.txt │ │ ├── 8.txt │ │ └── 9.txt └── symbolic_preprocess.py ├── environment.yml ├── images ├── babi15.png └── ggnn.png ├── main.py ├── model.py └── utils ├── __init__.py ├── __pycache__ ├── __init__.cpython-36.pyc ├── __init__.cpython-37.pyc ├── block.cpython-36.pyc ├── graph_generator.cpython-36.pyc ├── save_results.cpython-36.pyc ├── test.cpython-36.pyc ├── test.cpython-37.pyc ├── train.cpython-36.pyc └── train.cpython-37.pyc ├── block.py ├── data ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-37.pyc │ ├── dataloader.cpython-36.pyc │ ├── dataloader.cpython-37.pyc │ ├── dataset.cpython-36.pyc │ └── dataset.cpython-37.pyc ├── dataloader.py └── dataset.py ├── graph_generator.py ├── save_results.py ├── test.py └── train.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/calebmah/ggnn.pytorch/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/calebmah/ggnn.pytorch/HEAD/README.md -------------------------------------------------------------------------------- /__pycache__/model.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/calebmah/ggnn.pytorch/HEAD/__pycache__/model.cpython-36.pyc -------------------------------------------------------------------------------- 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