Ref: Combining CNN and RNN for spoken language identification Ref: Convolutional Methods for Text [1] CONVOLUTIONAL, LONG SHORT-TERM MEMORY, FULLY CONNECTED DEEP NEURAL NETWORKS [2] Efficient Character-level Document Classification by Combining Convo…

Github上的一个开源项目,文档讲得极清晰 Github - https://github.com/dennybritz/cnn-text-classification-tf 原文- http://www.wildml.com/2015/12/implementing-a-cnn-for-text-classification-in-tensorflow/ In this post we will implement a model similar to Kim Yoon’s Convolut…

参考: 1.Understanding Convolutional Neural Networks for NLP 2.Implementing a CNN for Text Classification in TensorFlow…

from:http://deeplearning.lipingyang.org/tensorflow-examples-text/ TensorFlow examples (text-based) This page provides links to text-based examples (including code and tutorial for most examples) using TensorFlow. (Stay tuned, as I keep updating the p…

Ref: http://blog.csdn.net/mebiuw/article/details/60780813 Ref: https://medium.com/@erikhallstrm/hello-world-rnn-83cd7105b767 [Nice] Ref: https://medium.com/@erikhallstrm/tensorflow-rnn-api-2bb31821b185 [Nice] Code Analysis Download and pre-preprocess…

http://blog.csdn.net/scotfield_msn/article/details/60339415 在TensorFlow (RNN)深度学习下 双向LSTM(BiLSTM)+CRF 实现 sequence labeling  双向LSTM+CRF跑序列标注问题 源码下载 去年底样子一直在做NLP相关task,是个关于序列标注问题.这 sequence labeling属于NLP的经典问题了,开始尝试用HMM,哦不,用CRF做baseline,by the way, 用的CR…

tensorflow rnn 最简单实现代码 #!/usr/bin/env python # -*- coding: utf-8 -*- import tensorflow as tf from tensorflow.contrib import rnn import numpy as np x=tf.placeholder(dtype=tf.float64,shape=[10,10,10],name="x") train_x = np.ones(shape=[10, 10, 10],…

TensorFlow RNN MNIST字符识别演示快速了解TF RNN核心框架 http://blog.sina.com.cn/s/blog_4b0020f30102wv4l.html…

Ubuntu16.04下搜狗输入法.Sublime Text 3的安装 一.搜狗输入法 1. 安装中文语言 默认在Ubuntu16.04下是没有中文的,需要安装中文,在System Settings->Language Support中选择install安装汉语: 2. 安装输入法框架 安装中文语言后,如上图,将汉语拖到第一位,点击Apply System-Wide,同时在keyboard input method system下选择fcitx,如果没有fcitx的,按照以下代码进行安装,安装完…

https://blog.csdn.net/BitCs_zt/article/details/82938086 列出自己阅读的text classification论文的列表,以后有时间再整理相应的笔记.阅读价值评分纯粹是基于自己对于文章的理解,标准包括:动机.方法.数据集质量.实验安排.相关工作等,满分为5.列表如下: 名称 所属会议 类型 时间 阅读价值Recurrent Convolutional Neural Networks for Text Classification AAAI l…