NCRFpp. NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.
1.9kLatticeLSTM. Chinese NER using Lattice LSTM. Code for ACL 2018 paper.
1.8kYEDDA. YEDDA: A Lightweight Collaborative Text Span Annotation Tool. Code for ACL 2018 Best Demo Paper Nomination.
1.1kText-Attention-Heatmap-Visualization. Plot the vector graph of attention based text visualisation
371RichWordSegmentor. Neural word segmentation with rich pretraining, code for ACL 2017 paper
165SubwordEncoding-CWS. Subword Encoding in Lattice LSTM for Chinese Word Segmentation
54YATO. YATO: Yet Another deep learning based Text analysis Open toolkit
47RerankNER. Neural Reranking for Named Entity Recognition, accepted as regular paper at RANLP 2017
23pytorch-pretrained-BERT. 📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.
12PyTorchSequence. Python
9AllergicEvent. Deep learning to detect allergy events from hospital safety reports
7Med2AI. Pathway to the artificial intelligence world for medical students
7TrainEmbMultiTask. C++
4FontBitmap. Convert characters into binary matrix based on their shape
4melanoma_pathology. Python
3awesome-data-labeling. A curated list of awesome data labeling tools
2word2vec. Move to github for fast clone. Original from:
1xgboost. eXtreme Gradient Boosting (GBDT or GBRT) Library for large-scale (distributed) machine learning
1CORA. CORA: Clinical Optimized Record Annotation tool
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