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ansj_seg

ansj分词.ict的真正java实现.分词效果速度都超过开源版的ict. 中文分词,人名识别,词性标注,用户自定义词典

anyq

FAQ-based Question Answering System

attention-based-jointslu

Implementation of paper: "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling".

avro-mr-sample

Avro Mapreduce Sample

bert-multi-label-text-classification

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

chinese-bert-wwm

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

crf4j

a complete Java port of crfpp(crf++)

crfpp-java

A Java JNI wrapper for CRF++ which is an open source C++ implementation of Conditional Random Fields (CRF) a machine learning algorithm for segmenting/labeling sequential data.

cs224n-learning-camp

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

dict_improve

dpcnn-textcnn-pytorch-inception

本项目主要为针对DPCNN（Deep Pyramid Convolutional Neural Networks for Text Categorization ）文本分类（Text Classification）的论文复现以及基于知乎看山杯Inception的修改和复现，后者效果略优。

dssm

DSSM and Multi-View DSSM

elmo-bilstm-cnn-crf

BiLSTM-CNN-CRF architecture for sequence tagging using ELMo representations.

emnlp2017-bilstm-cnn-crf

fasttext

Library for fast text representation and classification.

gitskills

ik-analyzer

Automatically exported from code.google.com/p/ik-analyzer

kaggle-2014-criteo

keras-textclassification

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

kge

Some papers on Knowledge Graph Embedding(KGE)

learngit

mmseg4j

Automatically exported from code.google.com/p/mmseg4j

ner-lstm-crf

An easy-to-use named entity recognition (NER) toolkit, implemented the Bi-LSTM+CRF model in tensorflow.

nlp-lang

这个项目是一个基本包.封装了大多数nlp项目中常用工具

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nndl.github.io

《神经网络与深度学习》 Neural Network and Deep Learning

pinyin.py

汉字转拼音,With Python

python-ai

深度学习100例、深度学习DL、图片分类、目标识别、目标检测、自然语言处理nlp、文本分类、TensorFlow、PyTorch

pytorchtext

1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)