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2016ccf-sougou

CCF2016 - TNT_000二等奖作品

2016ccf_bdci_sougou

【源码以及PPT分享】2016CCF大数据与计算智能大赛：精准营销中搜狗用户画像挖掘

acl2017_document_clustering

code for "Determining Gains Acquired from Word Embedding Quantitatively Using Discrete Distribution Clustering" ACL 2017

adda-1

A tensorflow implement of Adversarial Discriminative Domain Adaptation

ai-papers

Favorite AI papers

ai_challenger

AI Challenger, a platform for open datasets and programming competitions to artificial intelligence (AI) talents around the world.

algorithms

for algorithm implementation and testing.

alixiao.github.com

attention_based_lstm_aspectbased_sa

Implementing different neural architectures for ABSA. [IN PROGRESS]

autophrase

AutoPhrase: Automated Phrase Mining from Massive Text Corpora

awesome-chinese-nlp

A curated list of resources for NLP (Natural Language Processing) for Chinese 中文自然语言处理相关资料

awesome-text-summarization

Text Summarization

bokeh

Interactive Web Plotting for Python

catboost

CatBoost is an open-source gradient boosting on decision trees library with categorical features support out of the box for Python, R

chatbot-memn2n-tensorflow

Tensorflow Implementation of Learning End-to-End Goal-Oriented Dialog.

chinese

Tools and resources for Chinese texts preprocessing. Validated in two papers, one CCF C, EI indexing and one CCF B, SCI indexing.

chinesener

A neural network model for Chinese named entity recognition

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

copynet

An implementation of "Incorporating copying mechanism in sequence-to-sequence learning"

crnn-relation-classification

Tensorflow implementation of the Convolutional Recurrent Neural Network model with max pooling and attentive pooling, for relation classification on biomedical text.

da

Unsupervised Domain Adaptation Papers and Code

da-rnn_manoeuver_anticipation

Domain-Adaptive Recurrent Neural Network for driving manoeuver anticipation, built in Keras

dann

Domain Adversarial Neural Networks (DANN) in Keras

dann-keras

A simple implementation of domain adversarial training with GAN loss in Keras

das

Code and datasets for EMNLP2018 paper ‘‘Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification’’.

deep-qa

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

deep-residual-networks

Deep Residual Learning for Image Recognition

deep-rl-tensorflow

TensorFlow implementation of Deep Reinforcement Learning papers

deep-siamese-text-similarity

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

deep-text-classifier-mtl

It is a tensorflow script for multi-task learning implementation of Kim's paper : Convolutional Neural Networks for Sentence Classification.