Publication | Prof. Dr. Ir. Derwin Suhartono, S.Kom., MTI

Publication

Prof. Derwin has presented over 124 conference papers at international and national venues.
Conference Publications (2012-2024)Selected Journal Publications (2020-2025)
2020

Sequence-to-Sequence Learning for Motion-Aware Claim Generation

International Journal of Computing, 19(4), 620-628
2020

Argument annotation and analysis using deep learning with attention mechanism in Bahasa Indonesia

Journal of Big Data, 7, 1-18
2021

Automatic piano sheet music transcription with machine learning

Journal of Computer Science, 17(3), 178-187
2021

Text based personality prediction from multiple social media data sources using pre-trained language model and model averaging

Journal of Big Data, 8(68), 1-20
2021

Enhancing argumentation component classification using contextual language model

Journal of Big Data, 8(1), 103
2022

Indonesian hoax news classification with multilingual transformer model and BERTopic

Informatica, 46(8), 81-90
2022

Investigation of pre-trained bidirectional encoder representations from transformers checkpoints for Indonesian abstractive text summarization

Journal of Information and Communication Technology, 21(1), 71-94
2022

Automatic Question Generation using RNN-based and Pre-trained Transformer-based Models in Low Resource Indonesian Language

Informatica, 46(7), 103-118
2022

Pre-trained transformer-based language models for sundanese

Journal of Big Data, 2022: 9, 39
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