Mr.P L mrpeerat

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Work Work Work

Research Fellow at AI Singapore. My Research topics are Natural Language Processing and Information Retrieval. https://mrpeerat.github.io

Achievements

mrpeerat /README.md

Currently, I'm a Research Fellow at AI Singapore. Developing multilingual LLMs and benchmarks.
Before that, I was a Ph.D. student (5-year program) at VISTEC, Natural Language Processing and Representation Learning Lab (NRL). My supervisor and co-advisor were Assoc. Prof. Dr. Sarana Nutanong (VISTEC, Thailand) and Dr. Ekapol Chuangsuwanich (CU, Thailand).
My research fields are Natural Language Processing (question answering, semantic understanding, and entity linking), Information Retrieval (search and representation learning), Modeling (knowledge distillation, model efficiency, LLMs, and multilingual learning), and Benchmarking (cultural evaluation, LLM-as-a-judge, and datasets).

Thai-Sentence-Vector-Benchmark Thai-Sentence-Vector-Benchmark Public

Benchmark for Thai sentence representation

Jupyter Notebook 132 7
OSKut OSKut Public

Handling Cross- and Out-of-Domain Samples in Thai Word Segmentation (ACL 2021 Findings).

Jupyter Notebook 30 6
SCT SCT Public

SCT: An Efficient Self-Supervised Cross-View Training For Sentence Embedding (TACL)

Python 16 2
ai-builders/curriculum ai-builders/curriculum Public

8-week curriculum for AI Builders

Jupyter Notebook 264 83
vistec-AI/WangchanX vistec-AI/WangchanX Public

WangchanX Fine-tuning Pipeline

Jupyter Notebook 46 9
SEACrowd/seacrowd-datahub SEACrowd/seacrowd-datahub Public

A collaborative project to collect datasets in SEA languages, SEA regions, or SEA cultures.

Python 94 55