A Word Position-Related LDA Model
A Word Position-Related LDA Model
Lidong Zhai,Zhaoyun Ding,Yan Jia,Bin Zhou
2011 · DOI: 10.1142/S0218001411008890
International journal of pattern recognition and artificial intelligence · 5 Citations
TLDR
A Word Position-Related LDA Model is proposed taking into account the attributes of word positions of every document in the corpus, where each word is characterized by a distribution over word positions, and the precision of the topic-word's interpretability is improved by integrating the distribution of the word-position and the appropriate word degree.