├── .gitignore ├── README.md ├── data ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-37.pyc │ ├── base.cpython-37.pyc │ ├── basics.cpython-37.pyc │ ├── few_slu_data.cpython-37.pyc │ ├── lm_pyramid_nest_ner_data.cpython-37.pyc │ ├── nest_ner_data.cpython-37.pyc │ ├── pyramid_nest_ner_data.cpython-37.pyc │ ├── slot_filling_data.cpython-37.pyc │ └── slu_data.cpython-37.pyc ├── base.py ├── basics.py └── pyramid_nest_ner_data.py ├── datasets └── unified │ └── working_in_progress ├── functions ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-37.pyc │ ├── activations.cpython-37.pyc │ ├── generals.cpython-37.pyc │ ├── initializations.cpython-37.pyc │ └── metrics.cpython-37.pyc ├── activations.py ├── generals.py ├── initializations.py └── metrics.py ├── layers ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-37.pyc │ ├── crfs.cpython-37.pyc │ ├── indexings.cpython-37.pyc │ ├── losses.cpython-37.pyc │ └── others.cpython-37.pyc ├── crfs.py ├── encodings │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ ├── attentions.cpython-37.pyc │ │ ├── embeddings.cpython-37.pyc │ │ ├── lm_embeddings.cpython-37.pyc │ │ ├── pretrained.cpython-37.pyc │ │ ├── routings.cpython-37.pyc │ │ └── seqs.cpython-37.pyc │ ├── attentions.py │ ├── embeddings.py │ ├── lm_embeddings.py │ ├── routings.py │ └── seqs.py ├── indexings.py ├── losses.py └── others.py ├── logs └── PyramidNestNER_ACE05_bs32_drop0.4_L16_0.log ├── models ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-37.pyc │ ├── base.cpython-37.pyc │ ├── basic_joints.cpython-37.pyc │ ├── basic_taggers.cpython-37.pyc │ ├── caps_joints.cpython-37.pyc │ ├── few_joints.cpython-37.pyc │ ├── lm_pyramid_nest_ner.cpython-37.pyc │ ├── nest_ner.cpython-37.pyc │ ├── pnet_attn_joints.cpython-37.pyc │ ├── pnet_caps_joints.cpython-37.pyc │ ├── pnet_joints.cpython-37.pyc │ ├── pnet_route_joints.cpython-37.pyc │ ├── pyramid_nest_ner.cpython-37.pyc │ ├── rnet_attn_joints.cpython-37.pyc │ ├── rnet_caps_joints.cpython-37.pyc │ ├── trans_joints.cpython-37.pyc │ └── winpnet_attn_joints.cpython-37.pyc ├── base.py ├── basic_taggers.py └── pyramid_nest_ner.py ├── run_train_ner.py ├── runs ├── gen_albert_bert_emb.py ├── gen_albert_emb.py ├── gen_albert_flair_emb.py ├── gen_bert_emb.py ├── gen_bert_flair_emb.py └── reduce_wv.py ├── train_ner.py └── utils ├── __init__.py ├── __pycache__ ├── __init__.cpython-37.pyc ├── conveniences.cpython-37.pyc ├── cuda.cpython-37.pyc ├── data.cpython-37.pyc ├── decorators.cpython-37.pyc └── evaluations.cpython-37.pyc ├── conveniences.py ├── cuda.py ├── data.py ├── decorators.py └── evaluations.py /.gitignore: -------------------------------------------------------------------------------- 1 | .ipynb_checkpoints/ 2 | .sync/ -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 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