Jie Yang

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.

LatticeLSTM. Chinese NER using Lattice LSTM. Code for ACL 2018 paper.

YEDDA. YEDDA: A Lightweight Collaborative Text Span Annotation Tool. Code for ACL 2018 Best Demo Paper Nomination.

Text-Attention-Heatmap-Visualization. Plot the vector graph of attention based text visualisation

RichWordSegmentor. Neural word segmentation with rich pretraining, code for ACL 2017 paper

SubwordEncoding-CWS. Subword Encoding in Lattice LSTM for Chinese Word Segmentation

YATO. YATO: Yet Another deep learning based Text analysis Open toolkit

RerankNER. Neural Reranking for Named Entity Recognition, accepted as regular paper at RANLP 2017

pytorch-pretrained-BERT. 📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

PyTorchSequence. Python

AllergicEvent. Deep learning to detect allergy events from hospital safety reports

Med2AI. Pathway to the artificial intelligence world for medical students

TrainEmbMultiTask. C++

FontBitmap. Convert characters into binary matrix based on their shape

melanoma_pathology. Python

awesome-data-labeling. A curated list of awesome data labeling tools

word2vec. Move to github for fast clone. Original from:

xgboost. eXtreme Gradient Boosting (GBDT or GBRT) Library for large-scale (distributed) machine learning

CORA. CORA: Clinical Optimized Record Annotation tool