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jiagu

Jiagu深度学习自然语言处理工具 中文分词 词性标注 命名实体识别 情感分析 新词发现 关键词 文本摘要

kcws

Deep Learning Chinese Word Segment

keyword-generator

Command-line tool to extract a ranked list of relevant keywords from a corpus with the option of using either topic modeling or tf-idf scores.

language-detection-using-fine-tuned-xlm-roberta-base-transformer-model

Successfully developed a language detection transformer model that can accurately recognize the language in which any given text is written.

lda

lightlda

Scalable, fast, and lightweight system for large-scale topic modeling

love

My love story with MaryNee

lstm-classification

Classify texts with a LSTM implemented in Keras

models

Models built with TensorFlow

multi-text-summary-paper

nnnamedentity

Named Entity Recognition (NER) models (neural and sparse) implemented based on package https://github.com/SUTDNLP/LibN3L

node2vec

Node2vec with tensorflow

nre

Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT

onlinelabel

Online Segmentation ans POS tagger with Average Perceptron

pencil

implementation of http://www.cse.cuhk.edu.hk/~leojia/projects/pencilsketch/npar12_pencil.pdf

pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"

pointer4summ

Pointer network for extractive summarization

py-semi-lda

semi-supervised lda

rcnn

My implementaion of the paper "Recurrent Convolutional Neural Networks for Text Classification"

reuters-21578-classification

Text classification with Reuters-21578 datasets using Gensim Word2Vec and Keras LSTM

sentence2vec

Tools for mapping a sentence with arbitrary length to vector space

sentibridge

SentiBridge: A Knowledge Base for Entity-Sentiment Representation

sentiment_predictor

http://sentipred.heroku.com

seq2seq

A general-purpose encoder-decoder framework for Tensorflow

seq2seq-couplet

Play couplet with seq2seq model. 用深度学习对对联。

seq2seq_chatbot_qa

使用TensorFlow实现的Sequence to Sequence的聊天机器人模型

sequence-labeling

small-chinese-corpus

中文语料小数据：Some useful Chinese corpus datasets

snownlp

Python library for processing Chinese text

sru

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)