Reading Paper

tool

• word2vec tool

• word vector tool for text classification, text clustering or information retrieval[1]
• google word2ve[2]

• document vector[3]

• 　genSim[4] new function

• Deep Learning for Java[5]

• word2vec[6]

QA

2014-08-22-qalr

random reading

NN & RNN LM

• 2013-12-3
• 2014-8-31
• 2014-10-9
• Approaches to convert RNNLM to BNLM

document classification

• 2014-9-10

word vector

• useful tutorial
• Learning Word Vectors for Sentiment Analysis
• deep learing in nlp

• distributed representations for compositional semantics [7]
• Deep Learning for Natural Language Processing and Machine Translation [8]

• Ensemble of Generative and Discriminative Techniques for Sentiment Analysis of Movie Reviews[9]

• 使用RNN和PV在情感分析效果不错,代码[10]

learn report

basic tasks of speech processing

learn process

Information Retrieval

nlp class

nlp tool

Some Things to remember

• 　video lectures [11]
• 　free books [12]
• 推荐系统的tutorial slides [13][14]
• understanding-lbfgs [15]
• ml blog[16][17]
• 公开课[18]
• 机器学习日报[19]

• 　包含大量的学习资源

• Advanced Machine Learning[20]