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All Technical Committee Conferences (Searched in: All Years)
| Committee | Date Time | Place | Paper Title / Authors | Abstract | Paper # | |
| SC | 2023-06-02 14:15 |
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 pp.18-23 |
| SC | 2023-06-03 10:20 |
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) |
[more] | |
| SC | 2023-06-03 10:50 |
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) |
[more] | |
| SC | 2023-06-03 11:20 |
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) |
[more] | |
| SC | 2023-06-03 11:35 |
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) |
[more] | |
| SC | 2022-05-27 13:25 |
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 pp.37-42 |
| SC | 2022-05-27 15:10 |
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 pp.43-53 |
| SC | 2022-05-27 15:19 |
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 pp.61-71 |
| SC | 2022-05-27 15:22 |
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 pp.72-76 |
| SC | 2022-05-27 15:25 |
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 pp.77-82 |
| SC | 2022-05-27 15:31 |
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 pp.88-92 |
| SC | 2022-05-27 15:34 |
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 pp.93-98 |
| SC | 2021-05-28 10:55 |
Online | Online | Ontology and Rule for Repository to Share Knowledge of Deep Learning Architectures Incheon Paik (UoA) SC2021-4 |
[more] | SC2021-4 pp.19-22 |
| SC | 2021-05-28 16:15 |
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 pp.50-55 |
| SC | 2021-05-28 16:17 |
Online | Online | [Poster Presentation]
Classification Performance of Special Domain Twitter Message with Deep Learning Word Embeddings Ryoya Ito, Incheon Paik (UoA) |
[more] | |
| SC | 2021-05-28 16:19 |
Online | Online | [Poster Presentation]
Comparison of Word Representation Methods for Sentiment Classification with Twitter Data Takahiro Yamauchi, Incheon Paik, Cherubin Mugisha (UoA) |
[more] | |
| SC | 2021-05-28 16:21 |
Online | Online | [Poster Presentation]
Improving Code Generation with Code Graph based on Ontology Jun-Wei Wang, Incheon Paik (UoA) |
[more] | |
| SC | 2021-05-28 16:23 |
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) |
[more] | |
| SC | 2021-05-28 16:27 |
Online | Online | [Poster Presentation]
Evaluation of Few-Shot Learning for Adaptive Classification of GAN-Generated Images Kohei Watanabe, Kungan Zeng, Incheon Paik (UoA) |
[more] | |
| SC | 2021-05-28 16:29 |
Online | Online | [Poster Presentation]
Dynamic Service Recommendation in Edge Computing by Lightweight BERT-based Service Embedding Kungan Zeng, Incheon Paik (UoA) |
[more] | |
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