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šŸ‘‹ Hi, Iā€™m GUIJIN SON.

Greetings! My name is Guijin Son, and I am an undergraduate student at Yonsei University.

My academic and research interests span a broad spectrum; however, my recent focus has been dedicated to exploring the intricacies of Large Language Models (LLMs). Despite the extensive resources allocated for training LLMs, there remains a significant gap in our understanding of their capabilities and limitations. In light of this, my recent research includes (1) analyzing the behavior of LLMs (Multi-Task Inference) and (2) investigating their performance across non-English languages (especially Korean) (HAE-RAE Bench, KMMLU).

At the moment, I am actively seeking new research opportunities! Please feel free to reach out :)

email: [email protected]

GUIJIN SON's Projects

awesome-nlp icon awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

color-bert icon color-bert

ColorBERT: Colorizing BERT's perception of the world for visual downstream tasks

decision-transformer icon decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

finabsa icon finabsa

FinABSA is a T5-Large model trained for Aspect-Based Sentiment Analysis specifically for financial domains.

fiog icon fiog

Official repository for the "Beyond Classification: Financial Reasoning in State-of-the-Art Language Models" paper.

minimal-mistakes icon minimal-mistakes

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

nnhedge icon nnhedge

A Deep Learning Framework for Neural Derivative Hedging

platypus icon platypus

Code for fine-tuning Platypus fam LLMs using LoRA

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