GhibliField

tensorflow-tutorial

This is a repository contains codes related to learning tensorflow

AAAI18-code

The code of AAAI18 paper "Learning Structured Representation for Text Classification via Reinforcement Learning".

AC-BLSTM

Asymmetric Convolutional Bidirectional LSTM Networks for Text Classification

adversarial_training_methods

Implementation of the methods proposed in **Adversarial Training Methods for Semi-Supervised Text Classification** on IMDB dataset (without pre-training)

Agriculture_KnowledgeGraph

农业知识图谱(KG)：农业领域的信息检索，命名实体识别，关系抽取，分类树构建，数据挖掘

BiBloSA

Bi-Directional Block Self-Attention

CS291K

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

Cup__NLPCC2018_Task8

CWE

replace 'tab' with 'space' to make the type of the output of word-level embeddings to be recognized by current popular word2vec wrapper

deeplearning.ai

There are all deeplearning.ai assigniment of Andrew Ng in coursera

DiSAN

Code of Directional Self-Attention Network (DiSAN)

DL-Project-Template

深度学习工程模板

DPCNN

Deep Pyramid Convolutional Neural Networks for Text Categorization in PyTorch

DuReader

Baseline Systems of DuReader Dataset

few-shot-text-classification

Code for reproducing the results from the paper Few Shot Text Classification with a Human in the Loop

hierarchical-attention-network

Hierarchical Attention Network for Sentiment Analysis

Machine_learning

机器学习算法的实现和应用

Matrix-Capsules-pytorch

A Pytorch implementation of "Matrix Capsules with EM routing"

multi-class-text-classification-cnn-rnn

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

MultiTurnResponseSelection

This repo contains our ACL paper data and source code

NER

基于tensorflow深度学习的中文的命名实体识别

pytorch-syntax-char-rnn

Char RNN with syntactic parts of speech encodings

salm

Syntax-aware language models in Pytorch

SMP2018-ECDT-TASK1

SMP2018-ECDT评测任务1服务模板

text_classification

all kinds of text classificaiton models and more with deep learning

TextClassificationBenchmark

A Benchmark of Text Classification in PyTorch

Topic-Seg-Label

Weakly Supervised Topic Segmentation and Labeling

topical_word_embeddings

A demo code for topical word embedding

wmd

Word Mover's Distance from Matthew J Kusner's paper "From Word Embeddings to Document Distances"

zh-NER-TF

A simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)