├── .idea ├── .gitignore ├── DaguanFengxian.iml ├── deployment.xml ├── inspectionProfiles │ └── profiles_settings.xml ├── misc.xml ├── modules.xml ├── remote-mappings.xml ├── vcs.xml └── webServers.xml ├── README.md ├── SimCSE ├── README.md ├── SentEval │ ├── README.md │ ├── __init__.py │ ├── data │ │ └── downstream │ │ │ └── download_dataset.sh │ ├── examples │ │ ├── bow.py │ │ ├── gensen.py │ │ ├── googleuse.py │ │ └── skipthought.py │ ├── senteval │ │ ├── __init__.py │ │ ├── binary.py │ │ ├── probing.py │ │ ├── rank.py │ │ ├── sick.py │ │ ├── snli.py │ │ ├── sst.py │ │ ├── sts.py │ │ ├── tools │ │ │ ├── __init__.py │ │ │ ├── ranking.py │ │ │ ├── relatedness.py │ │ │ └── validation.py │ │ ├── trec.py │ │ └── utils.py │ └── setup.py ├── daguan_task │ ├── README.md │ ├── prepare_nli_datasets.py │ ├── run_sup_example_0905.sh │ ├── train.py │ └── trainers.py ├── data │ ├── download_nli.sh │ └── download_wiki.sh ├── demo │ ├── README.md │ ├── flaskdemo.py │ ├── gradiodemo.py │ ├── run_demo_example.sh │ └── static │ │ └── files │ │ ├── all.js │ │ ├── bootstrap.min.js │ │ ├── plogo.png │ │ └── style.css ├── evaluation.py ├── figure │ ├── demo.gif │ └── model.png ├── run_sup_example.sh ├── run_unsup_example.sh ├── setup.py ├── simcse │ ├── __init__.py │ ├── tool.py │ └── trainers.py ├── simcse_to_huggingface.py └── train.py ├── baseline ├── datasets │ ├── label_vocab_process.py │ ├── sample_length_stats.py │ └── split_datasets.py └── src │ └── classic_models │ ├── models │ ├── layers.py │ └── modeling.py │ ├── training │ ├── data_loader.py │ ├── focal_loss.py │ ├── main.py │ └── trainer.py │ ├── uitls │ └── text_utils.py │ └── word2vec │ ├── jsonline_to_text.py │ └── train_word2vec.py ├── baseline2 ├── models │ ├── classifier.py │ ├── layers.py │ ├── model_utils.py │ └── modeling_bert.py ├── script │ ├── 0_show_sample_stats.py │ ├── 1_label_vocab_process.py │ ├── 2_split_datasets.py │ ├── 3_get_vocab_freq_from_corpus.py │ ├── 4_get_vocab_mapping.py │ └── 5_replace_bert_model_embeddings.py └── training │ ├── configs.py │ ├── data_loader.py │ ├── focal_loss.py │ ├── main.py │ ├── trainer.py │ └── utils.py ├── bert_model ├── args_config.py ├── config_last │ ├── train.bert150k_ce_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_multi_hongfan_grulstm_fold0_fgm_ce__v3.json │ ├── train.bert300_dice_supcon_lr1e-5_nomulti_pgd__fold0__v3.json │ ├── train.bert_base_first_v2_ce_supcon_earlystop12_lr0.1e-4.json │ ├── train.bert_base_first_v2_ce_supcon_hongfan0.2_decay0.01_earlystop12_lr0.1e-4.json │ ├── train.bert_base_first_v2_ce_supcon_hongfan1.0_decay0.01_earlystop12_lr0.1e-4.json │ ├── train.bert_base_first_v2_dice_supcon_earlystop12_lr0.1e-4.json │ ├── train.bert_base_first_v2_dice_supcon_hongfan0.2_decay0.01_earlystop12_lr0.1e-4.json │ ├── train.newbert300_ce_supcon_lr1e-5_earlystop12__fold1__v3.json │ ├── train.newbert300_dice_supcon_lr1e-5_earlystop12__fold1__v3.json │ ├── train.newbert300_dice_supcon_lr1e-5_hongfan0.2_decay0.01_earlystop12__fold1__v3.json │ ├── train.newbert300_dice_supcon_lr1e-5_hongfan0.2_earlystop12__fold1__v3.json │ ├── train.newbert300_dice_supcon_lr1e-5_pgd__fold1__v3.json │ └── train.newnezha_dice_supcon_lr7e-5_fgm_drpooler__fold0__v3.json ├── configs │ ├── 4zhe │ │ ├── train.bert150k_ce_supcon_grulstm_lr7e-5_fold0__v3.json │ │ ├── train.bert150k_dice_supcon_grulstm_fgm_lr1e-5_fold0__v3.json │ │ ├── train.bert150k_dice_supcon_grulstm_fgm_lr1e-5_fold1__v3.json │ │ ├── train.bert150k_dice_supcon_grulstm_fgm_lr1e-5_fold2__v3.json │ │ ├── train.bert150k_dice_supcon_grulstm_fgm_lr1e-5_fold3__v3.json │ │ ├── train.bert150k_dice_supcon_grulstm_fgm_lr2e-5_fold0__v3.json │ │ ├── train.bert150k_dice_supcon_grulstm_pgd_lr1e-5_fold0__v3.json │ │ ├── train.bert150k_dice_supcon_multi_grulstm_fgm_lr2e-5_nodrpool_fold0__v3.json │ │ ├── train.newbert300_ce_supcon_lr1e-5__fold0__v3.json │ │ ├── train.newbert300_dice_supcon_915_0.575__v3.json │ │ ├── train.newbert300_dice_supcon_lr1e-5__fold0__v3.json │ │ ├── train.newbert300_dice_supcon_lr1e-5__fold0_drpooler__v3.json │ │ ├── train.newbert300_dice_supcon_lr1e-5__fold1__v3.json │ │ ├── train.newbert300_dice_supcon_lr1e-5__fold2__v3.json │ │ ├── train.newbert300_dice_supcon_lr1e-5__fold3__v3.json │ │ ├── train.newbert300_dice_supcon_lr1e-5_fgm__fold0__v4.json │ │ ├── train.newbert300_dice_supcon_lr1e-5_pgd__fold0__v3.json │ │ ├── train.newbert300_dice_supcon_lr1e-5_pgd__fold0__v4.json │ │ ├── train.newbert300_dice_supcon_lr1e-5_pgd__fold1__v3.json │ │ ├── train.newbert300_dice_supcon_lr1e-5_pgd__fold1_plabel__v3.json │ │ ├── train.newbert300_dice_supcon_lr1e-5_pgd__fold2__v3.json │ │ ├── train.newbert300_dice_supcon_lr1e-5_pgd__fold3__v3.json │ │ ├── train.newbert300_dice_supcon_lr7e-5__fold0__v3.json │ │ ├── train.newnezha500_dice_supcon_lr1e-5__fold0__v3.json │ │ ├── train.newnezha500_dice_supcon_lr1e-5_dr__fold0__v3.json │ │ ├── train.newnezha500_dice_supcon_lr1e-5_fgm__fold0__v3.json │ │ ├── train.newnezha500_dice_supcon_lr1e-5_pgd__fold0__v3.json │ │ ├── train.newnezha500_dice_supcon_lr1e-5_pgd__fold1__v3.json │ │ ├── train.newnezha_dice_supcon_lr1e-5_nomulti_fgm__fold0__v3.json │ │ ├── train.newnezha_dice_supcon_lr1e-5_nomulti_fgm__fold1__v3.json │ │ ├── train.newnezha_dice_supcon_lr1e-5_nomulti_fgm__fold2__v3.json │ │ ├── train.newnezha_dice_supcon_lr1e-5_nomulti_fgm__fold3__v3.json │ │ ├── train.newnezha_dice_supcon_lr1e-5_nomulti_fgm_nodr_drop0.15__fold0__v3.json │ │ ├── train.nezha110000_dice_supcon_lr1e-5_pgd__fold0__v3.json │ │ ├── train.nezha110000_dice_supcon_lr1e-5_pgd__fold1__v3.json │ │ ├── train.nezha110000_dice_supcon_lr1e-5_pgd__fold1_plabel__v3.json │ │ ├── train.nezha110000_dice_supcon_lr1e-5_pgd__fold2__v3.json │ │ ├── train.nezha110000_dice_supcon_lr1e-5_pgd__fold3__v3.json │ │ ├── train.nezha120000_dice_supcon_lr1e-5_pgd__fold0__v3.json │ │ ├── train.nezha150000_dice_supcon_lr1e-5_pgd__fold0__v3.json │ │ └── train.nezha80000_dice_supcon_lr1e-5_pgd__fold0__v3.json │ ├── bert_150k │ │ ├── train.bert150k_ce_supcon_lr1e-5_multi__fold0__v3.json │ │ ├── train.bert150k_ce_supcon_lr1e-5_multi_fgm__fold0__v3.json │ │ ├── train.bert150k_ce_supcon_lr1e-5_multi_pgd__fold0__v3.json │ │ ├── train.bert150k_dice_supcon_lr1e-5__fold0__v3.json │ │ ├── train.bert150k_dice_supcon_lr1e-5__fold0__v4_test.json │ │ ├── train.bert150k_dice_supcon_lr1e-5_fgm__fold0__v3.json │ │ ├── train.bert150k_dice_supcon_lr1e-5_multi_fgm__fold0__v3.json │ │ ├── train.bert150k_dice_supcon_lr1e-5_multi_pgd__fold0__v3.json │ │ ├── train.bert300_ce_supcon__fold0__v3.json │ │ ├── train.bert300_dice_supcon__fold0__v3.json │ │ ├── train.bert300_dice_supcon_lr1e-5_fgm__fold0__v3.json │ │ ├── train.bert300_dice_supcon_lr1e-5_nomulti_pgd__fold0__v3.json │ │ ├── train.bert300_dice_supcon_lr1e-5_pgd__fold0__v3.json │ │ ├── train.bert300_dice_supcon_lr1e-5_pgd__fold0_wd10e-3__v3.json │ │ ├── train.bert300_dice_supcon_lr1e-5_pgd__fold0_wd10e-3_pabee__v3.json │ │ ├── train.bert300_dice_supcon_nolstmgru_lr2e-5__fold0__v3.json │ │ ├── train.bert300_dice_supcon_nolstmgru_lr2e-5_pgd__fold0__v3.json │ │ ├── train.bert300_dice_supcon_nolstmgru_nomulti_lr2e-5__fold0__v3.json │ │ ├── train.bert300_dice_supcon_nolstmgru_nomulti_lr2e-5_nohong_warm200_nodr_nodorp__fold0__v3.json │ │ └── train.simcse_dice_supcon_lr1e-5_nomulti_pgd__fold0__v3.json │ ├── ensemble │ │ ├── train.bert120k_ce_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_multi_hongfan_grulstm_fold1__v3.json │ │ ├── train.bert120k_ce_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_multi_hongfan_grulstm_fold2__v3.json │ │ ├── train.bert120k_ce_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_multi_hongfan_grulstm_fold3__v3.json │ │ ├── train.bert120k_ce_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_multi_hongfan_grulstm_fold4__v3.json │ │ ├── train.bert120k_ce_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_multi_hongfan_grulstm_fold5__v3.json │ │ ├── train.nezha_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_hongfan__v3_fold1.json │ │ ├── train.nezha_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_hongfan__v3_fold2.json │ │ ├── train.nezha_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_hongfan__v3_fold3.json │ │ ├── train.nezha_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_hongfan__v3_fold4.json │ │ ├── train.nezha_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_multi_hongfan_grulstm_fold1__v3.json │ │ ├── train.nezha_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_multi_hongfan_grulstm_fold2__v3.json │ │ ├── train.nezha_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_multi_hongfan_grulstm_fold3__v3.json │ │ ├── train.nezha_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_multi_hongfan_grulstm_fold4__v3.json │ │ └── train.nezha_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_multi_hongfan_grulstm_fold5__v3.json │ ├── final_ensemble │ │ ├── train.bert120k_ce_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_multi_hongfan_grulstm_fold0__v3.json │ │ ├── train.bert150k_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_multi_hongfan_grulstm_fgm_lr2e-5_fold0__v3.json │ │ ├── train.bert_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_hongfan_grulstm_fold0__v3.json │ │ └── train.nezha_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_hongfan_grulstm_fold0__v3.json │ ├── new_ensemble │ │ ├── train.albert_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_hongfan_lstmgru__v3_fold0.json │ │ ├── train.albert_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_hongfan_lstmgru__v3_fold1.json │ │ ├── train.albert_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_hongfan_lstmgru__v3_fold2.json │ │ ├── train.albert_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_hongfan_lstmgru__v3_fold3.json │ │ ├── train.bert120k_ce_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_multi_hongfan_grulstm_fold0__v3.json │ │ ├── train.bert120k_ce_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_multi_hongfan_grulstm_fold1__v3.json │ │ ├── train.bert120k_ce_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_multi_hongfan_grulstm_fold2__v3.json │ │ ├── train.bert120k_ce_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_multi_hongfan_grulstm_fold3__v3.json │ │ ├── train.bert120k_ce_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_multi_hongfan_grulstm_fold4__v3.json │ │ ├── train.bert150k_ce_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_multi_hongfan_grulstm_fold0__v3.json │ │ ├── train.bert150k_ce_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_multi_hongfan_grulstm_fold0_fgm__v3.json │ │ ├── train.bert150k_ce_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_multi_hongfan_grulstm_fold0_fgm_ce__v3.json │ │ ├── train.bert150k_ce_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_multi_hongfan_grulstm_fold0_lr2e-5__v3.json │ │ ├── train.bert150k_ce_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_multi_hongfan_grulstm_fold0_pgd__v3.json │ │ ├── train.bert150k_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_hongfan_grulstm_fold0_pgd__v3.json │ │ ├── train.bert_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_hongfan_grulstm_fold0__v3.json │ │ ├── train.bert_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_hongfan_grulstm_fold1__v3.json │ │ ├── train.bert_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_hongfan_grulstm_fold2__v3.json │ │ ├── train.bert_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_hongfan_grulstm_fold3__v3.json │ │ ├── train.bert_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_hongfan_grulstm_fold4__v3.json │ │ ├── train.nezha_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_hongfan_grulstm_fold0__v3.json │ │ ├── train.nezha_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_hongfan_grulstm_fold1__v3.json │ │ ├── train.nezha_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_hongfan_grulstm_fold2__v3.json │ │ ├── train.nezha_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_hongfan_grulstm_fold3__v3.json │ │ └── train.nezha_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_hongfan_grulstm_fold4__v3.json │ ├── new_nezha │ │ ├── train.newnezha_dice_lr7e-5_fgm_drpooler__fold0__v3.json │ │ ├── train.newnezha_dice_supcon_lr1e-5_nomulti__fold0__v3.json │ │ ├── train.newnezha_dice_supcon_lr1e-5_nomulti_fgm__fold0__v3.json │ │ ├── train.newnezha_dice_supcon_lr1e-5_nomulti_pgd__fold0__v3.json │ │ ├── train.newnezha_dice_supcon_lr7e-5__fold0__v3.json │ │ ├── train.newnezha_dice_supcon_lr7e-5_fgm_drpooler__fold0__v3.json │ │ └── train.newnezha_pabee_ce_lr1e-5_nomulti__fold0__v3.json │ ├── train.albert_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4__v3.json │ ├── train.bert120k_ce_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4__v3.json │ ├── train.bert120k_ce_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_grulstm__v3.json │ ├── train.bert120k_ce_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_hongfan_grulstm__v3.json │ ├── train.bert120k_ce_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_hongfan_grulstm_fgm_allpooler__v3.json │ ├── train.bert120k_ce_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_hongfan_pgd_multi_grulstm__v3.json │ ├── train.bert120k_ce_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_multi__v3.json │ ├── train.bert120k_ce_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_multi_hongfan_grulstm_swa__v3.json │ ├── train.bert120k_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4__v3.json │ ├── train.bert120k_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_hongfan_grulstm_fgm__v3.json │ ├── train.bert120k_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_multi_hongfan_grulstm__v3.json │ ├── train.bert120k_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_multi_hongfan_grulstm_fgm__v3.json │ ├── train.bert120k_focal_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_hongfan_grulstm__v3.json │ ├── train.bert_base_first.json │ ├── train.bert_base_first_v2.json │ ├── train.bert_base_first_v2_ce_class_weigths.json │ ├── train.bert_base_first_v2_ce_class_weigths_fgm.json │ ├── train.bert_base_first_v2_ce_class_weigths_lr0.7e-4.json │ ├── train.bert_base_first_v2_ce_class_weigths_pgd.json │ ├── train.bert_base_first_v2_wsample.json │ ├── train.bert_large_v2.json │ ├── train.bert_large_v2_ce_class_weigths.json │ ├── train.bert_large_v2_wsample.json │ ├── train.macbert_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4__v3.json │ ├── train.nezha_base_dr_at.json │ ├── train.nezha_base_lr0.7e-4_ce_v2.json │ ├── train.nezha_base_lr0.7e-4_ce_v2_fgm.json │ ├── train.nezha_base_lr0.7e-4_dice_bs64_v2.json │ ├── train.nezha_base_lr0.7e-4_focal_bs64_v2.json │ ├── train.nezha_base_nowwm_lr0.7e-4_dice_bs64_v2.json │ ├── train.nezha_base_v2.json │ ├── train.nezha_base_wwm_ce_ntx_0.1_0.5_sace_dr_msdrop_sum_4_0.4__v3.json │ ├── train.nezha_base_wwm_dice_ntx_0.1_0.5_sace_dr_msdrop_sum_4_0.4__v3.json │ ├── train.nezha_base_wwm_dice_ntx_0.1_0.5_sace_dr_msdrop_sum_4_0.4_fgm__v3.json │ ├── train.nezha_base_wwm_dice_ntx_0.1_0.5_sace_dr_msdrop_sum_4_0.4_freelb__v3.json │ ├── train.nezha_base_wwm_dice_ntx_0.1_0.5_sace_dr_msdrop_sum_4_0.4_pgd__v3.json │ ├── train.nezha_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4__v3.json │ ├── train.nezha_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_fgm__v3.json │ ├── train.nezha_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_gru__v3.json │ ├── train.nezha_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_grulstm__v3.json │ ├── train.nezha_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_hongfan__v3.json │ ├── train.nezha_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_hongfan_fgm__v3.json │ ├── train.nezha_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_hongfan_fgm_grulstm_v3.json │ ├── train.nezha_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_lstm__v3.json │ ├── train.nezha_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_multi__v3.json │ ├── train.nezha_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_multi_hongfan_fgm_grulstm_v3.json │ ├── train.nezha_base_wwm_dice_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_pgd__v3.json │ ├── train.nezha_base_wwm_focal_ntx_0.1_0.5_sace_dr_msdrop_sum_4_0.4__v3.json │ ├── train.nezha_large_wwm_v2.json │ └── train.xgb_ce_supcon_0.1_0.5_sace_dr_msdrop_sum_4_0.4_hongfan_grulstm__v3.json ├── dataload │ └── data_loader_bert.py ├── ensemble │ ├── ensemble.py │ ├── ensemble_last.py │ ├── ensemble_stacking_learn.py │ ├── ensemble_stacking_level1.py │ ├── ensemble_stacking_level2.py │ ├── ensemble_subresult.py │ └── ensemble_vote.py ├── main_v1.py ├── main_v2_0.py ├── main_v2_1.py ├── main_v2_2.py ├── main_v2_3.py ├── main_v4_3.py ├── main_xgb_lgb.py ├── models │ ├── file_utils.py │ ├── layers.py │ ├── model_envs.py │ ├── model_utils.py │ ├── modeling.py │ ├── modeling_albert.py │ ├── modeling_bert.py │ ├── modeling_bert_pabee.py │ ├── modeling_nezha.py │ ├── modeling_nezha1.py │ └── modeling_nezha_pabee.py ├── pretrain │ ├── build_vocab.py │ ├── how-to-pretrain-bert-pytorch-main.zip │ ├── how-to-pretrain-bert-pytorch-main │ │ ├── build_vocab.py │ │ ├── label2id.py │ │ ├── process_data.py │ │ ├── read_me.md │ │ ├── requirements.txt │ │ └── run_pretrain.py │ ├── label2id.py │ ├── process_data.py │ ├── read_me.md │ ├── requirements.txt │ └── run_pretrain.py ├── script │ ├── 0_show_sample_stats.py │ ├── 1_label_vocab_process.py │ ├── 2_split_datasets.py │ ├── 2_split_datasets的副本.py │ ├── 3_get_vocab_freq_from_corpus.py │ ├── 4_get_vocab_mapping.py │ ├── 5_replace_bert_model_embeddings.py │ ├── 6_convert_tf_checkpoint_to_pytorch.py │ ├── 6_convert_tf_checkpoint_to_pytorch_1.py │ ├── 7_multi-task_data_proc.py │ └── 8_simcse_nli_datasets.py ├── simcse.py └── training │ ├── Adversarial.py │ ├── Trainer.py │ ├── Trainer_v2.py │ ├── dice_loss.py │ ├── focal_loss.py │ └── train_eval_optim.py ├── ensemble_learn ├── blending.py ├── create_folds.py ├── lr.py ├── lr_blend.py ├── lr_cnt.py ├── lr_svd.py ├── optimal_weights.py └── xgb_model].py ├── 命令记录.md ├── 实验记录.md ├── 记录.md └── 达观杯颁奖典礼1015-V5.pdf /.idea/.gitignore: -------------------------------------------------------------------------------- 1 | # Default ignored files 2 | /workspace.xml -------------------------------------------------------------------------------- /.idea/DaguanFengxian.iml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Coding-Zuo/DaguanFengxian/HEAD/.idea/DaguanFengxian.iml -------------------------------------------------------------------------------- /.idea/deployment.xml: 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