HDLTex: Hierarchical Deep Learning for Text Classification

24 Sep 2017Kamran KowsariDonald E. BrownMojtaba HeidarysafaKiana Jafari MeimandiMatthew S. GerberLaura E. Barnes

The continually increasing number of documents produced each year necessitates ever improving information processing methods for searching, retrieving, and organizing text. Central to these information processing methods is document classification, which has become an important application for supervised learning... (read more)

PDF Abstract
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Document Classification WOS-11967 HDLTex Accuracy 86.07 # 2
Document Classification WOS-46985 HDLTex Accuracy 76.58 # 2
Document Classification WOS-5736 HDLTex Accuracy 90.93 # 2

Methods used in the Paper


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