├── .gitignore ├── LICENSE ├── README.md ├── benchmark ├── download_fewrel.sh ├── download_nyt10.sh ├── download_nyt10m.sh ├── download_semeval.sh ├── download_wiki20m.sh ├── download_wiki80.sh └── rel4wiki80.md ├── example ├── test_multilabel_bert.py ├── test_multilabel_cnn.py ├── train_bag_bert.py ├── train_bag_cnn.py ├── train_supervised_bert.py └── train_supervised_cnn.py ├── opennre ├── __init__.py ├── encoder │ ├── __init__.py │ ├── base_encoder.py │ ├── bert_encoder.py │ ├── cnn_encoder.py │ └── pcnn_encoder.py ├── framework │ ├── __init__.py │ ├── bag_re.py │ ├── data_loader.py │ ├── multi_label_sentence_re.py │ ├── sentence_re.py │ └── utils.py ├── model │ ├── __init__.py │ ├── bag_attention.py │ ├── bag_average.py │ ├── bag_one.py │ ├── base_model.py │ ├── sigmoid_nn.py │ └── softmax_nn.py ├── module │ ├── __init__.py │ ├── nn │ │ ├── __init__.py │ │ ├── cnn.py │ │ ├── lstm.py │ │ └── rnn.py │ └── pool │ │ ├── __init__.py │ │ ├── avg_pool.py │ │ └── max_pool.py ├── pretrain.py └── tokenization │ ├── __init__.py │ ├── basic_tokenizer.py │ ├── bert_tokenizer.py │ ├── utils.py │ ├── word_piece_tokenizer.py │ └── word_tokenizer.py ├── pretrain ├── download_bert.sh └── download_glove.sh ├── requirements.txt ├── setup.py └── tests └── test_inference.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/README.md -------------------------------------------------------------------------------- /benchmark/download_fewrel.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/benchmark/download_fewrel.sh -------------------------------------------------------------------------------- /benchmark/download_nyt10.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/benchmark/download_nyt10.sh -------------------------------------------------------------------------------- /benchmark/download_nyt10m.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/benchmark/download_nyt10m.sh -------------------------------------------------------------------------------- /benchmark/download_semeval.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/benchmark/download_semeval.sh -------------------------------------------------------------------------------- /benchmark/download_wiki20m.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/benchmark/download_wiki20m.sh -------------------------------------------------------------------------------- /benchmark/download_wiki80.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/benchmark/download_wiki80.sh -------------------------------------------------------------------------------- /benchmark/rel4wiki80.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/benchmark/rel4wiki80.md -------------------------------------------------------------------------------- /example/test_multilabel_bert.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/example/test_multilabel_bert.py -------------------------------------------------------------------------------- /example/test_multilabel_cnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/example/test_multilabel_cnn.py -------------------------------------------------------------------------------- /example/train_bag_bert.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/example/train_bag_bert.py -------------------------------------------------------------------------------- /example/train_bag_cnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/example/train_bag_cnn.py -------------------------------------------------------------------------------- /example/train_supervised_bert.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/example/train_supervised_bert.py -------------------------------------------------------------------------------- /example/train_supervised_cnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/example/train_supervised_cnn.py -------------------------------------------------------------------------------- /opennre/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/__init__.py -------------------------------------------------------------------------------- /opennre/encoder/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/encoder/__init__.py -------------------------------------------------------------------------------- /opennre/encoder/base_encoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/encoder/base_encoder.py -------------------------------------------------------------------------------- /opennre/encoder/bert_encoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/encoder/bert_encoder.py -------------------------------------------------------------------------------- /opennre/encoder/cnn_encoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/encoder/cnn_encoder.py -------------------------------------------------------------------------------- /opennre/encoder/pcnn_encoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/encoder/pcnn_encoder.py -------------------------------------------------------------------------------- /opennre/framework/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/framework/__init__.py -------------------------------------------------------------------------------- /opennre/framework/bag_re.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/framework/bag_re.py -------------------------------------------------------------------------------- /opennre/framework/data_loader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/framework/data_loader.py -------------------------------------------------------------------------------- /opennre/framework/multi_label_sentence_re.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/framework/multi_label_sentence_re.py -------------------------------------------------------------------------------- /opennre/framework/sentence_re.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/framework/sentence_re.py -------------------------------------------------------------------------------- /opennre/framework/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/framework/utils.py -------------------------------------------------------------------------------- /opennre/model/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/model/__init__.py -------------------------------------------------------------------------------- /opennre/model/bag_attention.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/model/bag_attention.py -------------------------------------------------------------------------------- /opennre/model/bag_average.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/model/bag_average.py -------------------------------------------------------------------------------- /opennre/model/bag_one.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/model/bag_one.py -------------------------------------------------------------------------------- /opennre/model/base_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/model/base_model.py -------------------------------------------------------------------------------- /opennre/model/sigmoid_nn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/model/sigmoid_nn.py -------------------------------------------------------------------------------- /opennre/model/softmax_nn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/model/softmax_nn.py -------------------------------------------------------------------------------- /opennre/module/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/module/__init__.py -------------------------------------------------------------------------------- /opennre/module/nn/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/module/nn/__init__.py -------------------------------------------------------------------------------- /opennre/module/nn/cnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/module/nn/cnn.py -------------------------------------------------------------------------------- /opennre/module/nn/lstm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/module/nn/lstm.py -------------------------------------------------------------------------------- /opennre/module/nn/rnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/module/nn/rnn.py -------------------------------------------------------------------------------- /opennre/module/pool/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/module/pool/__init__.py -------------------------------------------------------------------------------- /opennre/module/pool/avg_pool.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/module/pool/avg_pool.py -------------------------------------------------------------------------------- /opennre/module/pool/max_pool.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/module/pool/max_pool.py -------------------------------------------------------------------------------- /opennre/pretrain.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/pretrain.py -------------------------------------------------------------------------------- /opennre/tokenization/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/tokenization/__init__.py -------------------------------------------------------------------------------- /opennre/tokenization/basic_tokenizer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/tokenization/basic_tokenizer.py -------------------------------------------------------------------------------- /opennre/tokenization/bert_tokenizer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/tokenization/bert_tokenizer.py -------------------------------------------------------------------------------- /opennre/tokenization/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/tokenization/utils.py -------------------------------------------------------------------------------- /opennre/tokenization/word_piece_tokenizer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/tokenization/word_piece_tokenizer.py -------------------------------------------------------------------------------- /opennre/tokenization/word_tokenizer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/opennre/tokenization/word_tokenizer.py -------------------------------------------------------------------------------- /pretrain/download_bert.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/pretrain/download_bert.sh -------------------------------------------------------------------------------- /pretrain/download_glove.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/pretrain/download_glove.sh -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/requirements.txt -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/setup.py -------------------------------------------------------------------------------- /tests/test_inference.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thunlp/OpenNRE/HEAD/tests/test_inference.py --------------------------------------------------------------------------------