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cutecha's Projects

cmrc2017 icon cmrc2017

The First Evaluation Workshop on Chinese Machine Reading Comprehension (CMRC2017)

cnn_lstm icon cnn_lstm

🎭 Sentiment Analysis of Twitter data using combined CNN and LSTM Neural Network models

commonsense-rc icon commonsense-rc

2nd Place Solution for SemEval-2018 Task 11: Machine Comprehension using Commonsense Knowledge

d2l-zh icon d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

deep-ctr icon deep-ctr

An attempt of training DNN models to predict ad click-through rate, implemented with Theano.

deep-qa icon deep-qa

Implementation of the Convolution Neural Network for factoid QA on the answer sentence selection task

deep-semantic-similarity-model icon deep-semantic-similarity-model

My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.

deep-siamese-text-similarity icon deep-siamese-text-similarity

Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character/word embeddings

deepctr icon deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.DeepFM,DeepInterestNetwork(DIN),DeepInterestEvolutionNetwork(DIEN),DeepCrossNetwork(DCN),AttentionalFactorizationMachine(AFM),Neural Factorization Machine(NFM),AutoInt,Deep Session Interest Network(DSIN)

deeppavlov icon deeppavlov

An open source library for building end-to-end dialog systems and training chatbots.

deepqa icon deepqa

My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot

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