Title :
How cognitive biases works on word alignment
Author :
Taichi Matsui;Shohei Kato;Munehiro Nakamura
Author_Institution :
Dept. of Computer Science and Engineering, Nagoya Institute of Techinology, Gokiso-cho, Showa-ku, Nagoya 466-8555, Japan
Abstract :
The gap between the daily reasoning and logical reasoning is called cognitive biases. We applied this cognitive biases to word alignment. At first, we expected that cognitive bias would improve the alignment error rate (AER). However, cognitive biases doesn´t improve the performance compared to the standard method for word alignment. While applying cognitive bias to word alignment simply doesn´t outperform the accuracy by existing basic method, they showed better performance than most fundamental methods which use co-occurrence measurement.
Keywords :
"Computational modeling","Cognition","Biomedical measurement","Vocabulary","Biological system modeling","Standards","Computational linguistics"
Conference_Titel :
Consumer Electronics (GCCE), 2015 IEEE 4th Global Conference on
DOI :
10.1109/GCCE.2015.7398652