├── .gitignore ├── README.md ├── __init__.py ├── args.py ├── data └── dataset │ ├── dev.csv │ └── train.csv ├── logs ├── loss.log └── train.log ├── modeling.py ├── optimization.py ├── requirements.txt ├── shell └── extract_log.sh ├── similarity.py ├── start.sh ├── tokenization.py ├── visilize.py └── wiki ├── diagram └── bert_similarity.drawio └── pictures ├── bert_embedding.png ├── bert_similarity.png ├── similarity_bert_model.png ├── similarity_data_process.png ├── similarity_eualtion_1.png ├── similarity_eval.png ├── similarity_eval_1.png ├── similarity_infer.png └── similarity_train.png /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Brokenwind/BertSimilarity/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Brokenwind/BertSimilarity/HEAD/README.md -------------------------------------------------------------------------------- /__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Brokenwind/BertSimilarity/HEAD/__init__.py -------------------------------------------------------------------------------- /args.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Brokenwind/BertSimilarity/HEAD/args.py -------------------------------------------------------------------------------- /data/dataset/dev.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Brokenwind/BertSimilarity/HEAD/data/dataset/dev.csv -------------------------------------------------------------------------------- /data/dataset/train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Brokenwind/BertSimilarity/HEAD/data/dataset/train.csv -------------------------------------------------------------------------------- /logs/loss.log: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Brokenwind/BertSimilarity/HEAD/logs/loss.log -------------------------------------------------------------------------------- /logs/train.log: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Brokenwind/BertSimilarity/HEAD/logs/train.log -------------------------------------------------------------------------------- /modeling.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Brokenwind/BertSimilarity/HEAD/modeling.py -------------------------------------------------------------------------------- /optimization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Brokenwind/BertSimilarity/HEAD/optimization.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | pandas 2 | numpy 3 | tensorflow==1.14.0 -------------------------------------------------------------------------------- /shell/extract_log.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Brokenwind/BertSimilarity/HEAD/shell/extract_log.sh -------------------------------------------------------------------------------- /similarity.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Brokenwind/BertSimilarity/HEAD/similarity.py -------------------------------------------------------------------------------- /start.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Brokenwind/BertSimilarity/HEAD/start.sh -------------------------------------------------------------------------------- /tokenization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Brokenwind/BertSimilarity/HEAD/tokenization.py -------------------------------------------------------------------------------- /visilize.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Brokenwind/BertSimilarity/HEAD/visilize.py -------------------------------------------------------------------------------- /wiki/diagram/bert_similarity.drawio: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Brokenwind/BertSimilarity/HEAD/wiki/diagram/bert_similarity.drawio -------------------------------------------------------------------------------- /wiki/pictures/bert_embedding.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Brokenwind/BertSimilarity/HEAD/wiki/pictures/bert_embedding.png -------------------------------------------------------------------------------- /wiki/pictures/bert_similarity.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Brokenwind/BertSimilarity/HEAD/wiki/pictures/bert_similarity.png -------------------------------------------------------------------------------- /wiki/pictures/similarity_bert_model.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Brokenwind/BertSimilarity/HEAD/wiki/pictures/similarity_bert_model.png -------------------------------------------------------------------------------- /wiki/pictures/similarity_data_process.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Brokenwind/BertSimilarity/HEAD/wiki/pictures/similarity_data_process.png -------------------------------------------------------------------------------- /wiki/pictures/similarity_eualtion_1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Brokenwind/BertSimilarity/HEAD/wiki/pictures/similarity_eualtion_1.png -------------------------------------------------------------------------------- /wiki/pictures/similarity_eval.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Brokenwind/BertSimilarity/HEAD/wiki/pictures/similarity_eval.png -------------------------------------------------------------------------------- /wiki/pictures/similarity_eval_1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Brokenwind/BertSimilarity/HEAD/wiki/pictures/similarity_eval_1.png -------------------------------------------------------------------------------- /wiki/pictures/similarity_infer.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Brokenwind/BertSimilarity/HEAD/wiki/pictures/similarity_infer.png -------------------------------------------------------------------------------- /wiki/pictures/similarity_train.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Brokenwind/BertSimilarity/HEAD/wiki/pictures/similarity_train.png --------------------------------------------------------------------------------