├── README.md ├── model_gzf ├── generate_NMF_6_feature.py ├── generate_base_feature.py ├── generate_clique_edges_feature.py ├── generate_clique_feature.py ├── generate_coocurrence_tfidf.py ├── generate_distinct_tfidf.py ├── generate_doc2vec_data.py ├── generate_doc2vec_feature.py ├── generate_doc2vec_feature.sh ├── generate_dup_basic.py ├── generate_dup_degree2_feature.py ├── generate_dup_rank.py ├── generate_hashed.py ├── generate_hashed_idf.py ├── generate_lda_feature.py ├── generate_lsi_sim.py ├── generate_network_feature.py ├── generate_number_diff.py ├── generate_pagerank_directed.py ├── generate_pagerank_feature.py ├── generate_pattern_mining.py ├── generate_public_data.py ├── generate_stem_pos_tag.py ├── generate_svd_100_feature.py ├── generate_svd_20_feature.py ├── generate_tfidf.py ├── generate_tfidf_bigram.py ├── generate_tfidf_coo.py ├── generate_tfidf_distinct_coo.py ├── generate_tfidf_sim.py ├── generate_tfidf_unigram.py ├── generate_tsne_2_feature.py ├── generate_wordnet_sim.py ├── run.sh ├── stack │ ├── AttLayer.py │ ├── pre_data.py │ ├── stack_cnn_model1.py │ ├── stack_et_model1.py │ ├── stack_lgb_model1.py │ ├── stack_lgb_model2.py │ ├── stack_lgb_model3.py │ ├── stack_lr_model1.py │ ├── stack_lr_model2.py │ ├── stack_lstm_attn_model2.py │ ├── stack_lstm_model1.py │ ├── stack_nn_model2.py │ ├── stack_nn_with_sparse_model1.py │ ├── stack_rf_model1.py │ └── stack_xgb_model1.py └── stack_level2 │ ├── stack_et_level2.py │ ├── stack_lgb_level2.py │ ├── stack_mlp_level2.py │ ├── stack_rf_level2.py │ └── stack_xgb_level2.py ├── model_hhy ├── deep_model │ ├── model │ │ ├── basetfmodel.py │ │ ├── bimpm.py │ │ ├── matching.py │ │ ├── siamese_bilstm.py │ │ ├── siamese_matching_bilstm.py │ │ └── util │ │ │ ├── __pycache__ │ │ │ ├── data_manager.cpython-35.pyc │ │ │ ├── pooling.cpython-35.pyc │ │ │ ├── rnn.cpython-35.pyc │ │ │ └── switchable_dropout_wrapper.cpython-35.pyc │ │ │ ├── data_manager.py │ │ │ ├── pooling.py │ │ │ ├── rnn.py │ │ │ └── switchable_dropout_wrapper.py │ ├── run_1.sh │ ├── run_bimpm.py │ ├── run_bimpm.sh │ └── run_siamse.py ├── generate_basic_lstm.py ├── generate_char_distribution.py ├── generate_clean_data.py ├── generate_dup_basic.py ├── generate_glove_sim_dist.py ├── generate_intersect_position.py ├── generate_kcore_fea.py ├── generate_magic_lstm.py ├── generate_neighbor_basic.py ├── generate_neighbor_dif.py ├── generate_neighbor_dis.py ├── generate_neighbor_len.py ├── generate_neighbor_pos.py ├── generate_neighbor_position.py ├── generate_neighbor_sim.py ├── generate_neighbor_wmd.py ├── generate_ngram_bleu.py ├── generate_ngram_indicator.py ├── generate_ngram_pos_link.py ├── generate_ngram_positon.py ├── generate_ngram_postag.py ├── generate_nmf_indicator.py ├── generate_nmf_ngram_position.py ├── generate_parse_tree │ ├── generate_test_basic_feature.py │ ├── generate_train_basic_feature.py │ └── stanford_parser │ │ ├── __init__.py │ │ ├── __init__.pyc │ │ ├── __pycache__ │ │ └── __init__.cpython-35.pyc │ │ ├── dependencies.py │ │ ├── dependencies_test.py │ │ ├── parser.py │ │ ├── parser.pyc │ │ ├── parser_test.py │ │ ├── standoff.py │ │ ├── standoff.pyc │ │ └── standoff_test.py ├── generate_pca_char.py ├── generate_pca_glove_vec.py ├── generate_question_category.py ├── generate_question_each_sim.py ├── generate_spacy.py ├── generate_stop_basic.py ├── generate_word_move_distance.py ├── generate_wordnet_sim.py ├── genereate_len_extra_stats.py └── utils │ ├── dist_utils.py │ ├── glove-gensim.py │ ├── ngram_utils.py │ ├── nlp_utils.py │ ├── np_utils.py │ ├── pos_utils.py │ ├── split_data.py │ └── subject_object_extraction.py ├── model_jason ├── README.md ├── jasonnet_drop.py ├── jasonnet_drop_diff.py ├── jasonnet_drop_match.py ├── jasonnet_drop_naive.py ├── mi.py ├── pattern_mining.py ├── run.sh ├── test.py └── utils │ ├── DropLSTMLayer.py │ ├── __init__.py │ ├── cv4stack.py │ ├── inverted_index.py │ ├── topkheap.py │ ├── vocab.py │ └── vocab_char.py ├── model_nan ├── README.md ├── Similarity.py ├── basicLayer.py ├── convpool.py ├── data │ ├── clean_data.py │ ├── mis_spelling.rule │ ├── number.rule │ ├── tokens.rule │ └── transform.py ├── gru.py ├── logging_config.ini ├── lstm.py ├── main.py ├── models.py ├── run.sh ├── test.py ├── updates.py └── utils.py └── model_qian ├── config.py ├── feat_utils.py ├── generate_adjacency_matrix.py ├── generate_average_neighbour_degree.py ├── generate_basic_features.py ├── generate_basic_features_distinct.py ├── generate_basic_features_distinct_minmax.py ├── generate_basic_features_minmax.py ├── generate_bigram.py ├── generate_clique_edges_belong_feature.py ├── generate_clique_edges_stats_sep_feature.py ├── generate_clique_total_feature.py ├── generate_cooccurence_distinct.py ├── generate_cooccurence_distinct_bigram.py ├── generate_cooccurence_distinct_encoding_by_label.py ├── generate_cooccurence_ngram.py ├── generate_cooccurence_qid.py ├── generate_distinct_entropy.py ├── generate_distinct_unigram.py ├── generate_distinct_word_stats.py ├── generate_distinct_word_stats_pretrained.py ├── generate_distinct_word_stats_pretrained_glove.py ├── generate_distinct_word_stats_selftrained_glove.py ├── generate_distinct_wordnet_stats.py ├── generate_entropy.py ├── generate_fuzz_feature.py ├── generate_gensim_sim.py ├── generate_graph_subgraph.py ├── generate_hashed.py ├── generate_hashed_idf.py ├── generate_hashed_neighbour.py ├── generate_hashed_tfidf.py ├── generate_idf_dict.py ├── generate_idf_stats_features.py ├── generate_idf_stats_features_minmax.py ├── generate_keyword_clique.py ├── generate_keyword_subgraph.py ├── generate_lda_feature.py ├── generate_len.py ├── generate_max_clique_entropy.py ├── generate_ngram_simhash.py ├── generate_pattern_mining.py ├── generate_position_normalized_unigram_features.py ├── generate_position_unigram_features.py ├── generate_pretrained_glove_sim_dist_diff_idf.py ├── generate_pretrained_w2v_sim_dist_diff_idf.py ├── generate_qid_doc.py ├── generate_selftrained_glove_sim_dist_diff.py ├── generate_selftrained_w2v.py ├── generate_selftrained_w2v_sim_dist_diff_idf.py ├── generate_sklearn_tfidf_sim.py ├── generate_spacy_entity.py ├── generate_spacy_sim_pretrained.py ├── generate_stem.py ├── generate_stop_features.py ├── generate_tfidf_coo.py ├── generate_tfidf_coo_distinct.py ├── generate_tfidf_coo_qid.py ├── generate_tfidf_distinct.py ├── generate_tfidf_distinct_bigram.py ├── generate_tfidf_ngram.py ├── generate_tfidf_nmf.py ├── generate_tfidf_svd.py ├── generate_unigram.py ├── mf_dense_3_classification.py ├── mf_dense_classification.py ├── mf_dense_random.py ├── mf_dense_regression.py ├── mf_dense_weighted_classification.py ├── mf_lstm_att.py ├── mf_lstm_att_sia_self.py ├── mf_lstm_att_siamese.py ├── mf_lstm_classification.py ├── mf_lstm_end2end.py ├── mf_tfidf_classification.py ├── ngram.py ├── run.sh ├── utils.py └── utils_random.py /README.md: 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