├── .appveyor.yml ├── .travis.yml ├── LICENSE.txt ├── MANIFEST.in ├── README.md ├── ci ├── deploy.sh └── test.sh ├── docs ├── Makefile ├── api.rst ├── conf.py ├── index.rst └── requirements.txt ├── experiments ├── acl2017.sh └── acl2018.sh ├── requirements.bert.txt ├── requirements.txt ├── server ├── parse_server.py ├── requirements.txt ├── static │ ├── css │ │ └── style.css │ └── js │ │ └── main.js └── templates │ └── demo.html ├── setup.py ├── test_files ├── 120.xml ├── 20001001.sdp ├── 25650000.xml ├── 504.xml ├── LDC2014T12.amr ├── UD_English.conllu ├── UD_German.conllu ├── example.txt ├── features │ ├── 120-dense-indexed-omit.txt │ ├── 120-dense-indexed-vocab-id-omit.txt │ ├── 120-dense-indexed-vocab-id-wordvectors-omit.txt │ ├── 120-dense-indexed-vocab-id-wordvectors.txt │ ├── 120-dense-indexed-vocab-id.txt │ ├── 120-dense-indexed-vocab-omit.txt │ ├── 120-dense-indexed-vocab-wordvectors-omit.txt │ ├── 120-dense-indexed-vocab-wordvectors.txt │ ├── 120-dense-indexed-vocab.txt │ ├── 120-dense-indexed-wordvectors-omit.txt │ ├── 120-dense-indexed-wordvectors.txt │ ├── 120-dense-indexed.txt │ ├── 120-dense-omit.txt │ ├── 120-dense-vocab-id-omit.txt │ ├── 120-dense-vocab-id-wordvectors-omit.txt │ ├── 120-dense-vocab-id-wordvectors.txt │ ├── 120-dense-vocab-id.txt │ ├── 120-dense-vocab-omit.txt │ ├── 120-dense-vocab-wordvectors-omit.txt │ ├── 120-dense-vocab-wordvectors.txt │ ├── 120-dense-vocab.txt │ ├── 120-dense-wordvectors-omit.txt │ ├── 120-dense-wordvectors.txt │ ├── 120-dense.txt │ ├── 120-sparse-omit.txt │ ├── 120-sparse-vocab-id-omit.txt │ ├── 120-sparse-vocab-id-wordvectors-omit.txt │ ├── 120-sparse-vocab-id-wordvectors.txt │ ├── 120-sparse-vocab-id.txt │ ├── 120-sparse-vocab-omit.txt │ ├── 120-sparse-vocab-wordvectors-omit.txt │ ├── 120-sparse-vocab-wordvectors.txt │ ├── 120-sparse-vocab.txt │ ├── 120-sparse-wordvectors-omit.txt │ ├── 120-sparse-wordvectors.txt │ ├── 120-sparse.txt │ ├── 20001001-dense-indexed-omit.txt │ ├── 20001001-dense-indexed-vocab-id-omit.txt │ ├── 20001001-dense-indexed-vocab-id-wordvectors-omit.txt │ ├── 20001001-dense-indexed-vocab-id-wordvectors.txt │ ├── 20001001-dense-indexed-vocab-id.txt │ ├── 20001001-dense-indexed-vocab-omit.txt │ ├── 20001001-dense-indexed-vocab-wordvectors-omit.txt │ ├── 20001001-dense-indexed-vocab-wordvectors.txt │ ├── 20001001-dense-indexed-vocab.txt │ ├── 20001001-dense-indexed-wordvectors-omit.txt │ ├── 20001001-dense-indexed-wordvectors.txt │ ├── 20001001-dense-indexed.txt │ ├── 20001001-dense-omit.txt │ ├── 20001001-dense-vocab-id-omit.txt │ ├── 20001001-dense-vocab-id-wordvectors-omit.txt │ ├── 20001001-dense-vocab-id-wordvectors.txt │ ├── 20001001-dense-vocab-id.txt │ ├── 20001001-dense-vocab-omit.txt │ ├── 20001001-dense-vocab-wordvectors-omit.txt │ ├── 20001001-dense-vocab-wordvectors.txt │ ├── 20001001-dense-vocab.txt │ ├── 20001001-dense-wordvectors-omit.txt │ ├── 20001001-dense-wordvectors.txt │ ├── 20001001-dense.txt │ ├── 20001001-sparse-omit.txt │ ├── 20001001-sparse-vocab-id-omit.txt │ ├── 20001001-sparse-vocab-id-wordvectors-omit.txt │ ├── 20001001-sparse-vocab-id-wordvectors.txt │ ├── 20001001-sparse-vocab-id.txt │ ├── 20001001-sparse-vocab-omit.txt │ ├── 20001001-sparse-vocab-wordvectors-omit.txt │ ├── 20001001-sparse-vocab-wordvectors.txt │ ├── 20001001-sparse-vocab.txt │ ├── 20001001-sparse-wordvectors-omit.txt │ ├── 20001001-sparse-wordvectors.txt │ ├── 20001001-sparse.txt │ ├── 25650000-dense-indexed-omit.txt │ ├── 25650000-dense-indexed-vocab-id-omit.txt │ ├── 25650000-dense-indexed-vocab-id-wordvectors-omit.txt │ ├── 25650000-dense-indexed-vocab-id-wordvectors.txt │ ├── 25650000-dense-indexed-vocab-id.txt │ ├── 25650000-dense-indexed-vocab-omit.txt │ ├── 25650000-dense-indexed-vocab-wordvectors-omit.txt │ ├── 25650000-dense-indexed-vocab-wordvectors.txt │ ├── 25650000-dense-indexed-vocab.txt │ ├── 25650000-dense-indexed-wordvectors-omit.txt │ ├── 25650000-dense-indexed-wordvectors.txt │ ├── 25650000-dense-indexed.txt │ ├── 25650000-dense-omit.txt │ ├── 25650000-dense-vocab-id-omit.txt │ ├── 25650000-dense-vocab-id-wordvectors-omit.txt │ ├── 25650000-dense-vocab-id-wordvectors.txt │ ├── 25650000-dense-vocab-id.txt │ ├── 25650000-dense-vocab-omit.txt │ ├── 25650000-dense-vocab-wordvectors-omit.txt │ ├── 25650000-dense-vocab-wordvectors.txt │ ├── 25650000-dense-vocab.txt │ ├── 25650000-dense-wordvectors-omit.txt │ ├── 25650000-dense-wordvectors.txt │ ├── 25650000-dense.txt │ ├── 25650000-sparse-omit.txt │ ├── 25650000-sparse-vocab-id-omit.txt │ ├── 25650000-sparse-vocab-id-wordvectors-omit.txt │ ├── 25650000-sparse-vocab-id-wordvectors.txt │ ├── 25650000-sparse-vocab-id.txt │ ├── 25650000-sparse-vocab-omit.txt │ ├── 25650000-sparse-vocab-wordvectors-omit.txt │ ├── 25650000-sparse-vocab-wordvectors.txt │ ├── 25650000-sparse-vocab.txt │ ├── 25650000-sparse-wordvectors-omit.txt │ ├── 25650000-sparse-wordvectors.txt │ ├── 25650000-sparse.txt │ ├── 504-dense-indexed-omit.txt │ ├── 504-dense-indexed-vocab-id-omit.txt │ ├── 504-dense-indexed-vocab-id-wordvectors-omit.txt │ ├── 504-dense-indexed-vocab-id-wordvectors.txt │ ├── 504-dense-indexed-vocab-id.txt │ ├── 504-dense-indexed-vocab-omit.txt │ ├── 504-dense-indexed-vocab-wordvectors-omit.txt │ ├── 504-dense-indexed-vocab-wordvectors.txt │ ├── 504-dense-indexed-vocab.txt │ ├── 504-dense-indexed-wordvectors-omit.txt │ ├── 504-dense-indexed-wordvectors.txt │ ├── 504-dense-indexed.txt │ ├── 504-dense-omit.txt │ ├── 504-dense-vocab-id-omit.txt │ ├── 504-dense-vocab-id-wordvectors-omit.txt │ ├── 504-dense-vocab-id-wordvectors.txt │ ├── 504-dense-vocab-id.txt │ ├── 504-dense-vocab-omit.txt │ ├── 504-dense-vocab-wordvectors-omit.txt │ ├── 504-dense-vocab-wordvectors.txt │ ├── 504-dense-vocab.txt │ ├── 504-dense-wordvectors-omit.txt │ ├── 504-dense-wordvectors.txt │ ├── 504-dense.txt │ ├── 504-sparse-omit.txt │ ├── 504-sparse-vocab-id-omit.txt │ ├── 504-sparse-vocab-id-wordvectors-omit.txt │ ├── 504-sparse-vocab-id-wordvectors.txt │ ├── 504-sparse-vocab-id.txt │ ├── 504-sparse-vocab-omit.txt │ ├── 504-sparse-vocab-wordvectors-omit.txt │ ├── 504-sparse-vocab-wordvectors.txt │ ├── 504-sparse-vocab.txt │ ├── 504-sparse-wordvectors-omit.txt │ ├── 504-sparse-wordvectors.txt │ ├── 504-sparse.txt │ ├── LDC2014T12-dense-indexed-omit.txt │ ├── LDC2014T12-dense-indexed-vocab-id-omit.txt │ ├── LDC2014T12-dense-indexed-vocab-id-wordvectors-omit.txt │ ├── LDC2014T12-dense-indexed-vocab-id-wordvectors.txt │ ├── LDC2014T12-dense-indexed-vocab-id.txt │ ├── LDC2014T12-dense-indexed-vocab-omit.txt │ ├── LDC2014T12-dense-indexed-vocab-wordvectors-omit.txt │ ├── LDC2014T12-dense-indexed-vocab-wordvectors.txt │ ├── LDC2014T12-dense-indexed-vocab.txt │ ├── LDC2014T12-dense-indexed-wordvectors-omit.txt │ ├── LDC2014T12-dense-indexed-wordvectors.txt │ ├── LDC2014T12-dense-indexed.txt │ ├── LDC2014T12-dense-omit.txt │ ├── LDC2014T12-dense-vocab-id-omit.txt │ ├── LDC2014T12-dense-vocab-id-wordvectors-omit.txt │ ├── LDC2014T12-dense-vocab-id-wordvectors.txt │ ├── LDC2014T12-dense-vocab-id.txt │ ├── LDC2014T12-dense-vocab-omit.txt │ ├── LDC2014T12-dense-vocab-wordvectors-omit.txt │ ├── LDC2014T12-dense-vocab-wordvectors.txt │ ├── LDC2014T12-dense-vocab.txt │ ├── LDC2014T12-dense-wordvectors-omit.txt │ ├── LDC2014T12-dense-wordvectors.txt │ ├── LDC2014T12-dense.txt │ ├── LDC2014T12-sparse-omit.txt │ ├── LDC2014T12-sparse-vocab-id-omit.txt │ ├── LDC2014T12-sparse-vocab-id-wordvectors-omit.txt │ ├── LDC2014T12-sparse-vocab-id-wordvectors.txt │ ├── LDC2014T12-sparse-vocab-id.txt │ ├── LDC2014T12-sparse-vocab-omit.txt │ ├── LDC2014T12-sparse-vocab-wordvectors-omit.txt │ ├── LDC2014T12-sparse-vocab-wordvectors.txt │ ├── LDC2014T12-sparse-vocab.txt │ ├── LDC2014T12-sparse-wordvectors-omit.txt │ ├── LDC2014T12-sparse-wordvectors.txt │ ├── LDC2014T12-sparse.txt │ ├── UD_English-dense-annotated-vocab-id-omit.txt │ ├── UD_English-dense-annotated-vocab-id-wordvectors-omit.txt │ ├── UD_English-dense-annotated-vocab-id-wordvectors.txt │ ├── UD_English-dense-annotated-vocab-id.txt │ ├── UD_English-dense-annotated-vocab-omit.txt │ ├── UD_English-dense-annotated-vocab-wordvectors-omit.txt │ ├── UD_English-dense-annotated-vocab-wordvectors.txt │ ├── UD_English-dense-annotated-vocab.txt │ ├── UD_English-dense-annotated.txt │ ├── UD_English-dense-indexed-annotated-vocab-id-omit.txt │ ├── UD_English-dense-indexed-annotated-vocab-id-wordvectors-omit.txt │ ├── UD_English-dense-indexed-annotated-vocab-id-wordvectors.txt │ ├── UD_English-dense-indexed-annotated-vocab-id.txt │ ├── UD_English-dense-indexed-annotated-vocab-omit.txt │ ├── UD_English-dense-indexed-annotated-vocab-wordvectors-omit.txt │ ├── UD_English-dense-indexed-annotated-vocab-wordvectors.txt │ ├── UD_English-dense-indexed-annotated-vocab.txt │ ├── UD_English-dense-indexed-annotated.txt │ ├── UD_English-dense-indexed-omit.txt │ ├── UD_English-dense-indexed-vocab-id-omit.txt │ ├── UD_English-dense-indexed-vocab-id-wordvectors-omit.txt │ ├── UD_English-dense-indexed-vocab-id-wordvectors.txt │ ├── UD_English-dense-indexed-vocab-id.txt │ ├── UD_English-dense-indexed-vocab-omit.txt │ ├── UD_English-dense-indexed-vocab-wordvectors-omit.txt │ ├── UD_English-dense-indexed-vocab-wordvectors.txt │ ├── UD_English-dense-indexed-vocab.txt │ ├── UD_English-dense-indexed-wordvectors-omit.txt │ ├── UD_English-dense-indexed-wordvectors.txt │ ├── UD_English-dense-indexed.txt │ ├── UD_English-dense-omit.txt │ ├── UD_English-dense-vocab-id-omit.txt │ ├── UD_English-dense-vocab-id-wordvectors-omit.txt │ ├── UD_English-dense-vocab-id-wordvectors.txt │ ├── UD_English-dense-vocab-id.txt │ ├── UD_English-dense-vocab-omit.txt │ ├── UD_English-dense-vocab-wordvectors-omit.txt │ ├── UD_English-dense-vocab-wordvectors.txt │ ├── UD_English-dense-vocab.txt │ ├── UD_English-dense-wordvectors-omit.txt │ ├── UD_English-dense-wordvectors.txt │ ├── UD_English-dense.txt │ ├── UD_English-sparse-annotated-vocab-id-omit.txt │ ├── UD_English-sparse-annotated-vocab-id-wordvectors-omit.txt │ ├── UD_English-sparse-annotated-vocab-id-wordvectors.txt │ ├── UD_English-sparse-annotated-vocab-id.txt │ ├── UD_English-sparse-annotated-vocab-omit.txt │ ├── UD_English-sparse-annotated-vocab-wordvectors-omit.txt │ ├── UD_English-sparse-annotated-vocab-wordvectors.txt │ ├── UD_English-sparse-annotated-vocab.txt │ ├── UD_English-sparse-annotated.txt │ ├── UD_English-sparse-omit.txt │ ├── UD_English-sparse-vocab-id-omit.txt │ ├── UD_English-sparse-vocab-id-wordvectors-omit.txt │ ├── UD_English-sparse-vocab-id-wordvectors.txt │ ├── UD_English-sparse-vocab-id.txt │ ├── UD_English-sparse-vocab-omit.txt │ ├── UD_English-sparse-vocab-wordvectors-omit.txt │ ├── UD_English-sparse-vocab-wordvectors.txt │ ├── UD_English-sparse-vocab.txt │ ├── UD_English-sparse-wordvectors-omit.txt │ ├── UD_English-sparse-wordvectors.txt │ ├── UD_English-sparse.txt │ ├── UD_German-dense-annotated-vocab-id-omit.txt │ ├── UD_German-dense-annotated-vocab-id-wordvectors-omit.txt │ ├── UD_German-dense-annotated-vocab-id-wordvectors.txt │ ├── UD_German-dense-annotated-vocab-id.txt │ ├── UD_German-dense-annotated-vocab-omit.txt │ ├── UD_German-dense-annotated-vocab-wordvectors-omit.txt │ ├── UD_German-dense-annotated-vocab-wordvectors.txt │ ├── UD_German-dense-annotated-vocab.txt │ ├── UD_German-dense-annotated.txt │ ├── UD_German-dense-indexed-annotated-vocab-id-omit.txt │ ├── UD_German-dense-indexed-annotated-vocab-id-wordvectors-omit.txt │ ├── UD_German-dense-indexed-annotated-vocab-id-wordvectors.txt │ ├── UD_German-dense-indexed-annotated-vocab-id.txt │ ├── UD_German-dense-indexed-annotated-vocab-omit.txt │ ├── UD_German-dense-indexed-annotated-vocab-wordvectors-omit.txt │ ├── UD_German-dense-indexed-annotated-vocab-wordvectors.txt │ ├── UD_German-dense-indexed-annotated-vocab.txt │ ├── UD_German-dense-indexed-annotated.txt │ ├── UD_German-dense-indexed-omit.txt │ ├── UD_German-dense-indexed-vocab-id-omit.txt │ ├── UD_German-dense-indexed-vocab-id-wordvectors-omit.txt │ ├── UD_German-dense-indexed-vocab-id-wordvectors.txt │ ├── UD_German-dense-indexed-vocab-id.txt │ ├── UD_German-dense-indexed-vocab-omit.txt │ ├── UD_German-dense-indexed-vocab-wordvectors-omit.txt │ ├── UD_German-dense-indexed-vocab-wordvectors.txt │ ├── UD_German-dense-indexed-vocab.txt │ ├── UD_German-dense-indexed-wordvectors-omit.txt │ ├── UD_German-dense-indexed-wordvectors.txt │ ├── UD_German-dense-indexed.txt │ ├── UD_German-dense-omit.txt │ ├── UD_German-dense-vocab-id-omit.txt │ ├── UD_German-dense-vocab-id-wordvectors-omit.txt │ ├── UD_German-dense-vocab-id-wordvectors.txt │ ├── UD_German-dense-vocab-id.txt │ ├── UD_German-dense-vocab-omit.txt │ ├── UD_German-dense-vocab-wordvectors-omit.txt │ ├── UD_German-dense-vocab-wordvectors.txt │ ├── UD_German-dense-vocab.txt │ ├── UD_German-dense-wordvectors-omit.txt │ ├── UD_German-dense-wordvectors.txt │ ├── UD_German-dense.txt │ ├── UD_German-sparse-annotated-vocab-id-omit.txt │ ├── UD_German-sparse-annotated-vocab-id-wordvectors-omit.txt │ ├── UD_German-sparse-annotated-vocab-id-wordvectors.txt │ ├── UD_German-sparse-annotated-vocab-id.txt │ ├── UD_German-sparse-annotated-vocab-omit.txt │ ├── UD_German-sparse-annotated-vocab-wordvectors-omit.txt │ ├── UD_German-sparse-annotated-vocab-wordvectors.txt │ ├── UD_German-sparse-annotated-vocab.txt │ ├── UD_German-sparse-annotated.txt │ ├── UD_German-sparse-omit.txt │ ├── UD_German-sparse-vocab-id-omit.txt │ ├── UD_German-sparse-vocab-id-wordvectors-omit.txt │ ├── UD_German-sparse-vocab-id-wordvectors.txt │ ├── UD_German-sparse-vocab-id.txt │ ├── UD_German-sparse-vocab-omit.txt │ ├── UD_German-sparse-vocab-wordvectors-omit.txt │ ├── UD_German-sparse-vocab-wordvectors.txt │ ├── UD_German-sparse-vocab.txt │ ├── UD_German-sparse-wordvectors-omit.txt │ ├── UD_German-sparse-wordvectors.txt │ ├── UD_German-sparse.txt │ ├── templates-dense-omit.txt │ ├── templates-dense.txt │ ├── templates-sparse-omit.txt │ └── templates-sparse.txt ├── models │ └── .gitignore ├── oracle_actions │ ├── 120.txt │ ├── 120_implicit.txt │ ├── 120_implicit_linkage.txt │ ├── 120_implicit_unlabeled.txt │ ├── 120_linkage.txt │ ├── 120_unlabeled.txt │ ├── 20001001.txt │ ├── 20001001_implicit.txt │ ├── 20001001_implicit_linkage.txt │ ├── 20001001_implicit_unlabeled.txt │ ├── 20001001_linkage.txt │ ├── 20001001_unlabeled.txt │ ├── 25650000.txt │ ├── 25650000_implicit.txt │ ├── 25650000_implicit_linkage.txt │ ├── 25650000_implicit_unlabeled.txt │ ├── 25650000_linkage.txt │ ├── 25650000_unlabeled.txt │ ├── 504.txt │ ├── 504_implicit.txt │ ├── 504_implicit_linkage.txt │ ├── 504_implicit_unlabeled.txt │ ├── 504_linkage.txt │ ├── 504_unlabeled.txt │ ├── LDC2014T12.txt │ ├── LDC2014T12_implicit.txt │ ├── LDC2014T12_implicit_linkage.txt │ ├── LDC2014T12_implicit_unlabeled.txt │ ├── LDC2014T12_linkage.txt │ ├── LDC2014T12_unlabeled.txt │ ├── UD_English.txt │ ├── UD_English_implicit.txt │ ├── UD_English_implicit_linkage.txt │ ├── UD_English_implicit_unlabeled.txt │ ├── UD_English_linkage.txt │ ├── UD_English_unlabeled.txt │ ├── UD_German.txt │ ├── UD_German_implicit.txt │ ├── UD_German_implicit_linkage.txt │ ├── UD_German_implicit_unlabeled.txt │ ├── UD_German_linkage.txt │ └── UD_German_unlabeled.txt └── vocab │ ├── en_core_web_lg.csv │ └── wiki.en.vec ├── tests ├── __init__.py ├── conftest.py ├── test_config.py ├── test_features.py ├── test_model.py ├── test_oracle.py └── test_parser.py └── tupa ├── __init__.py ├── __main__.py ├── __version__.py ├── action.py ├── classifiers ├── __init__.py ├── classifier.py ├── linear │ ├── __init__.py │ └── sparse_perceptron.py ├── nn │ ├── __init__.py │ ├── birnn.py │ ├── constants.py │ ├── mlp.py │ ├── neural_network.py │ ├── sub_model.py │ └── util.py └── noop.py ├── config.py ├── features ├── __init__.py ├── dense_features.py ├── empty_features.py ├── feature_extractor.py ├── feature_params.py └── sparse_features.py ├── labels.py ├── model.py ├── model_util.py ├── oracle.py ├── parse.py ├── scripts ├── __init__.py ├── conll18_ud_eval.py ├── dump_vocab.py ├── enum_to_json.py ├── export.py ├── load_save.py ├── strip_multitask.py ├── tune.py ├── visualize_learning_curve.py └── viz.py ├── states ├── __init__.py ├── edge.py ├── node.py └── state.py └── traceutil.py /.appveyor.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/danielhers/tupa/HEAD/.appveyor.yml -------------------------------------------------------------------------------- /.travis.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/danielhers/tupa/HEAD/.travis.yml -------------------------------------------------------------------------------- /LICENSE.txt: 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