Digital Library
Search: "[ keyword: Large Language Model ]" (6)
Benchmark for Measuring Intersectional Bias in Race and Gender of Large Language Models Using Synthetic Data
Lee Jueun, Ho Bae The Transactions of the Korea Information Processing Society,
Vol. 14, No. 2, pp. 82-94,
Feb.
2025
https://doi.org/10.3745/TKIPS.2025.14.2.82
Keywords: Large Language Model, LLM, benchmark, bias, Synthetic Data
https://doi.org/10.3745/TKIPS.2025.14.2.82
Keywords: Large Language Model, LLM, benchmark, bias, Synthetic Data
Pedestrian Road-Crossing Prediction and Safety Enhancement Using Fine-tuned VideoLLaMA2
Sung Hun Kim, Je-Seok Ham, Jinyoung Moon The Transactions of the Korea Information Processing Society,
Vol. 14, No. 1, pp. 32-40,
Jan.
2025
https://doi.org/10.3745/TKIPS.2025.14.1.32
Keywords: Pedestrian Road-Crossing Prediction, Pedestrian Safety, Multimodal Large Language Model, VideoLLaMA2, Fine-Tuning
https://doi.org/10.3745/TKIPS.2025.14.1.32
Keywords: Pedestrian Road-Crossing Prediction, Pedestrian Safety, Multimodal Large Language Model, VideoLLaMA2, Fine-Tuning
A Study on Automatic Metrics for Korean Text Abstractive Summarization
Sehwi Yoon, Youhyun Shin The Transactions of the Korea Information Processing Society,
Vol. 13, No. 12, pp. 691-699,
Dec.
2024
https://doi.org/10.3745/TKIPS.2024.13.12.691
Keywords: Natural Language Processing, abstractive summarization, Automatic Metric, Transformer, Large Language Model
https://doi.org/10.3745/TKIPS.2024.13.12.691
Keywords: Natural Language Processing, abstractive summarization, Automatic Metric, Transformer, Large Language Model
POI Recommender System Using Review Data
Dong-Uk Park, Bumku Choi, Muyeon Jo, Hyunseok Kim, Jungkyu Han The Transactions of the Korea Information Processing Society,
Vol. 13, No. 11, pp. 654-660,
Nov.
2024
https://doi.org/10.3745/TKIPS.2024.13.11.654
Keywords: POI Recommendation, Collaborative Filtering, Large Language Model, Review Data, Explainable AI
https://doi.org/10.3745/TKIPS.2024.13.11.654
Keywords: POI Recommendation, Collaborative Filtering, Large Language Model, Review Data, Explainable AI
A Study on Dataset Generation Method for Korean Language Information Extraction from Generative Large Language Model and Prompt Engineering
Jeong Young Sang, Ji Seung Hyun, Kwon Da Rong Sae KIPS Transactions on Software and Data Engineering,
Vol. 12, No. 11, pp. 481-492,
Nov.
2023
https://doi.org/10.3745/KTSDE.2023.12.11.481
Keywords: Large Language Model, Prompt Egineering, Zero-shot Learning, Dataset Generation, Information Extraction
https://doi.org/10.3745/KTSDE.2023.12.11.481
Keywords: Large Language Model, Prompt Egineering, Zero-shot Learning, Dataset Generation, Information Extraction
TAGS: Text Augmentation with Generation and Selection
Kim Kyung Min, Dong Hwan Kim, Seongung Jo, Heung-Seon Oh, Myeong-Ha Hwang KIPS Transactions on Software and Data Engineering,
Vol. 12, No. 10, pp. 455-460,
Oct.
2023
https://doi.org/10.3745/KTSDE.2023.12.10.455
Keywords: Natural Language Process, Artificial intelligence, Large Language Model, Few-Shot Learning, Text Augmentation
https://doi.org/10.3745/KTSDE.2023.12.10.455
Keywords: Natural Language Process, Artificial intelligence, Large Language Model, Few-Shot Learning, Text Augmentation
Indexing
All publications of KTSDE is indexed in DOI, EBSCO, Google Scholar, Crossref, and CrossCheck.
KTSDE is also selected as the Journal for Accreditation by NRF (National Research Foundation of Korea).
