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anago

Bidirectional LSTM-CRF for Sequence Labeling like Named-Entity Recognition, Part-of-Speech Tagging and so on.

awesome-chinese-nlp

A curated list of resources for Chinese NLP 中文自然语言处理相关资料

awesome-federated-learning

Federated Learning Library: https://fedml.ai

bert-keras

Keras implementation of BERT with pre-trained weights

bidaf

PyTorch implementation of Bi-Directional Attention Flow for Machine Comprehension

char-embeddings

A repository containing 300D character embeddings derived from the GloVe 840B/300D dataset, and uses these embeddings to train a deep learning model to generate Magic: The Gathering cards using Keras

character-level-convolutional-network-for-text-classification-applied-to-chinese-corpus

Thesis of UCL student Weijie Huang

chinese-text-classification-keras

keras based text query classification model using C-LSTM

chinesener

A neural network model for Chinese named entity recognition

deep-emr

Identifying Risk Factors for Heart Disease in Electronic Medical Records: A Deep Learning Approach

deeplearning

深度学习入门教程&&优秀文章&&Deep Learning Tutorial

dl-models-for-qa

Keras DL models to answer 8th grade science multiple choice questions (Kaggle AllenAI competition).

ekphrasis

Ekphrasis is a text processing tool, geared towards text from social networks, such as Twitter or Facebook. Ekphrasis performs tokenization, word normalization, word segmentation (for splitting hashtags) and spell correction, using word statistics from 2 big corpora (english Wikipedia, twitter - 330mil english tweets).

ermf

Content Embedding Regularized Matrix Factorization for Recommender Systems

graphembedding

Implementation and experiments of graph embedding algorithms.deep walk,LINE(Large-scale Information Network Embedding),node2vec,SDNE(Structural Deep Network Embedding),struc2vec

hnatt

Train and visualize Hierarchical Attention Networks

information-extraction-chinese

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

keras-adabound

Keras implementation of AdaBound

keras-multi-head

A wrapper layer for stacking layers horizontally

keras-text-transfer-learning

Keras + Universal Sentence Encoder = Transfer Learning for text data

keras_attention_block

attention block for keras Functional Model with only tensorflow backend

kg-demo-for-movie

从无到有构建一个电影知识图谱，并基于该KG，开发一个简易的KBQA程序。

kgqa-based-on-medicine

基于医药知识图谱的智能问答系统

knowledge-aware-reader

PyTorch implementation of the ACL 2019 paper "Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader"

leam

medical_ner_crfsuite

基于条件随机场的医疗电子病例的命名实体识别

multi-label-text-classification

Tensorflow+bilstm+attention+multi label text classify

named-entity-recognition-with-bidirectional-lstm-cnns

Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs

ner-in-chinese-text

NLP Keras BiLSTM+CRF

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers