Other machine learning applications
Wordcloud image generated by research papers on various machine learning deep learning topics, Machine Intelligence Lab
Automatic configuration generation for parallel computing applications
(SCIE) Jaeung Han, Changdae Kim, Jaehyuk Huh, Gil-Jin Jang, Young-ri Choi*. Configuration Guidance Framework for Molecular Dynamics Simulations in Virtualized Clusters. IEEE Transactions on Services Computing, Volume 10, Issue 3, pages 366-380, MAY/JUNE 1 2017
Natural language processing applications: named entity recognition
Summary: improving machine translation accuracy by named entity recognition and correction
Method: the named entities are detected by BLSTM models, and corrected by attention alignment mapping.
(SCIE) Jangwon Lee, Jungi Lee, Minho Lee, Gil-Jin Jang*. Named Entity Correction in Neural Machine Translation Using the Attention Alignment Map. Applied Sciences-Basel (MDPI). Appl. Sci. 2021, 11:7026, pp. 1-21.
Sequence-to-sequence
Sequence-to-sequence translation model
Transformer
Transformer translation model
