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 Conference Papers (Available on Advance Programs)  (Sort by: Date Descending)
 Results 1 - 20 of 60  /  [Next]  
Committee Date Time Place Paper Title / Authors Abstract Paper #
SC 2023-06-02
Fukushima UBIC 3D Theater, University of Aizu
(Primary: On-site, Secondary: Online)
DEAP Dataset for Emotion Recognition Based on Transformer -- Only Use Traditional Transformer --
Wu Ao, Incheon Paik (Aizu Univ.) SC2023-4
The recognition of emotions from physiological signals has gained significant attention in recent years due to its poten... [more] SC2023-4
SC 2023-06-03
Fukushima UBIC 3D Theater, University of Aizu
(Primary: On-site, Secondary: Online)
[Poster Presentation] Prospective of Large Language Models in Biomedical and Clinical Tasks
Chérubin Mugisha, Incheon Paik (UoA)
SC 2023-06-03
Fukushima UBIC 3D Theater, University of Aizu
(Primary: On-site, Secondary: Online)
[Poster Presentation] Improvement of Q&A System Using Automatic Ontology Generation
Marika Kuwabara, Ayato Kuwana, Incheon Paik (UoA)
SC 2023-06-03
Fukushima UBIC 3D Theater, University of Aizu
(Primary: On-site, Secondary: Online)
[Poster Presentation] Forecasting Directional Movement of Forex with Sequence Learning and BERT-Based Sentiment Analysis
Keisuke Utsumi (Aizu Univ.), Incheon Paik (UoA)
SC 2023-06-03
Fukushima UBIC 3D Theater, University of Aizu
(Primary: On-site, Secondary: Online)
[Poster Presentation] Improvement of Twitter Sentiment Classification with Data Augmentation by GPT
Haruki Kimrua, Incheon Paik (UoA)
SC 2022-05-27
Online Online Improvement of Performance of Question and Answering System using Ontology Generation
Ayato Kuwana, Incheon Paik (UoA) SC2022-7
Automating ontology generation from raw text corpus is required to meet the ontology demand. As an initial attempt of on... [more] SC2022-7
SC 2022-05-27
Online Online [Poster Presentation] A Transformer for Long Medical Documents
Cherubin Mugisha, Incheon Paik (UoA) SC2022-8
Natural language processing models are advancing technology by extracting valuable information from different datasets. ... [more] SC2022-8
SC 2022-05-27
Online Online [Poster Presentation] Local Patterns and Benefits to Improve the Performance of Vehicle Detection System Under Difficult Driving Conditions
Nguyen Quang Tuyen, Incheon Paik (UoA) SC2022-11
 [more] SC2022-11
SC 2022-05-27
Online Online [Poster Presentation] Sentence Augmentation for Language Translation Using GPT-2
Ranto Sawai, Incheon Paik, Ayato Kuwana (UoA) SC2022-12
(To be available after the conference date) [more] SC2022-12
SC 2022-05-27
Online Online [Poster Presentation] Improvement of Code Generation Performance on GPT-2 using Code Graph
Daiki Sakuma, Jun-Wei Wang, Incheon Paik (Univ. of Aizu) SC2022-13
 [more] SC2022-13
SC 2022-05-27
Online Online [Poster Presentation] Performance Evaluation of Twitter Classification on Pre-Trained Model by Word Embeddings
Haruki Kimura, Incheon Paik (UoA) SC2022-15
The Internet is used as social infrastructure to such an extent that modern society would not be possible without it. Wi... [more] SC2022-15
SC 2022-05-27
Online Online [Poster Presentation] A Novel Chat-Bot using Ontology Based on GPT-2
Marika Kuwabara, Incheon Paik (UoA) SC2022-16
In recent years, deep learning has developed rapidly and has made progress in many areas. As interest in AI grows, so do... [more] SC2022-16
SC 2021-05-28
Online Online Ontology and Rule for Repository to Share Knowledge of Deep Learning Architectures
Incheon Paik (UoA) SC2021-4
 [more] SC2021-4
SC 2021-05-28
Online Online [Poster Presentation] Improving Machine Translation using Sentence Augmentation by GPT-2
Ranto Sawai, Incheon Paik (UoA) SC2021-10
Data Augmentation has become an important method in deep learning in recent years. It is also a significant area in mach... [more] SC2021-10
SC 2021-05-28
Online Online [Poster Presentation] Classification Performance of Special Domain Twitter Message with Deep Learning Word Embeddings
Ryoya Ito, Incheon Paik (UoA)
SC 2021-05-28
Online Online [Poster Presentation] Comparison of Word Representation Methods for Sentiment Classification with Twitter Data
Takahiro Yamauchi, Incheon Paik, Cherubin Mugisha (UoA)
SC 2021-05-28
Online Online [Poster Presentation] Improving Code Generation with Code Graph based on Ontology
Jun-Wei Wang, Incheon Paik (UoA)
SC 2021-05-28
Online Online [Poster Presentation] Comparison of Pre-trained Neural Language modeling pipelines for patient?s outcome prediction from medical text notes.
Cherubin Mugisha, Incheon Paik (UoA)
SC 2021-05-28
Online Online [Poster Presentation] Evaluation of Few-Shot Learning for Adaptive Classification of GAN-Generated Images
Kohei Watanabe, Kungan Zeng, Incheon Paik (UoA)
SC 2021-05-28
Online Online [Poster Presentation] Dynamic Service Recommendation in Edge Computing by Lightweight BERT-based Service Embedding
Kungan Zeng, Incheon Paik (UoA)
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