- Published on
We used YOLOv8 on optical scattering pattern to quickly identify bacteria
Welcome!
I'm Pai Pakpoom Buabthong. I'm an assistant professor of Physics in the Department of Science and Technology at Nakhon Ratchasima Rajabhat University
My research interests lie primarily in (1) information science and applied machine learning and (2) energy materials, particularly, how to use machine learning to accelerate material discovery and understanding.
My goal is to help bridging the gap between machine learning and science discovery, meanwhile assisting energy transition toward net zero, spanning from experimental materials research to energy system planning, and to create open data platform to facilitate better energy planning in Thailand.
I also write about my experience as an academia in Thailand from time to time. Visit my personal website atpaippb.com
Pakpoom Buabthong (Pai)
Physics
NRRU, KBTG
Nakhon Ratchasima, Thailand🇹🇭
pakpoom.b@nrru.ac.th
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We explore the use of large language models (LLMs) for ontology population tasks in finance. The findings reveal that LLMs-based generative approaches, especially when provided with positive and negative examples in the prompts, outperform span-based methods, achieving a 61.05% F1 score.- Published on
We introduce a methodology for event extraction, particularly aimed at low-resource languages like Thai. The proposed framework simplifies the traditional annotation process, enhancing efficiency in extracting events from text.