Hyeonbin Hwang

About Me

I am a first year M.S. student at KAIST AI, in Language & Knowledge Lab.

I study how Large Language Models (LLMs) can enhance their reasoning abilities and the mechanism behind how such ability emerges.

In my free time, I enjoy playing Jazz and Soccer.

Education

Master's Degree

KAIST AI
Advisor: Minjoon Seo

2024.02~

Bachelor's Degree

KAIST, School of Computing
Grade: 3.96 / 4.3

2019.08 ~ 2024.02

Reserach Internships

LK Lab, KAIST
on Large Language Model's prompting space
2022.12 ~ 2024.02

Naver CLOVA, Healthcare AI
on Electronic Health Record (EHR) Summarization and Embedding 2022.03 ~ 2022.08

KAIST Computer Vision & Learning Lab
on 2D Image Detection and Classification
2021.06 ~ 2021.09

w/ Acryl Inc.
on Facial Expression Recognition
2021.03 ~ 2021.09

Selected Publications

2024

The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models

S Kim, J Suk, J Cho, S Longpre, C Kim, D Yoon, G Son, Y Cho, S Shafayat, J Baek, S Park, H Hwang, ...

PAPER CODE

Self-Explore to Avoid the Pit: Improving the Reasoning Capabilities of Language Models with Fine-grained Rewards

H Hwang, D Kim, S Kim, S Ye, M Seo

PAPER CODE

Flask: Fine-grained language model evaluation based on alignment skill sets

S Ye, D Kim, S Kim, H Hwang, S Kim, Y Jo, J Thorne, J Kim, M Seo

PAPER CODE

Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following

S Ye, H Hwang, S Yang, H Yun, Y Kim, M Seo

PAPER CODE

2022

MED-SE: Medical Entity Definition-based Sentence Embedding

H Hwang, H Yoo, Y Choi

PAPER

Vision transformer equipped with neural resizer on facial expression recognition task

H Hwang, S Kim, WJ Park, J Seo, K Ko, H Yeo

PAPER CODE

안녕하세요!

I'm Hyeonbin ദ്ദി・ᴗ・)✧

#NLProc

About Me

Education

Master's Degree

KAIST AI
Advisor: Minjoon Seo

Bachelor's Degree

KAIST, School of Computing
Grade: 3.96 / 4.3

Reserach Internships

LK Lab, KAIST
on Large Language Model's prompting space
2022.12 ~ 2024.02

Naver CLOVA, Healthcare AI
on Electronic Health Record (EHR) Summarization and Embedding 2022.03 ~ 2022.08

KAIST Computer Vision & Learning Lab
on 2D Image Detection and Classification
2021.06 ~ 2021.09

w/ Acryl Inc.
on Facial Expression Recognition
2021.03 ~ 2021.09

Selected Publications

The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models

S Kim, J Suk, J Cho, S Longpre, C Kim, D Yoon, G Son, Y Cho, S Shafayat, J Baek, S Park, H Hwang, ...

PAPER CODE

Self-Explore to Avoid the Pit: Improving the Reasoning Capabilities of Language Models with Fine-grained Rewards

H Hwang, D Kim, S Kim, S Ye, M Seo

PAPER CODE

Flask: Fine-grained language model evaluation based on alignment skill sets

S Ye, D Kim, S Kim, H Hwang, S Kim, Y Jo, J Thorne, J Kim, M Seo

PAPER CODE

Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following

S Ye, H Hwang, S Yang, H Yun, Y Kim, M Seo

PAPER CODE

MED-SE: Medical Entity Definition-based Sentence Embedding

H Hwang, H Yoo, Y Choi

PAPER

Vision transformer equipped with neural resizer on facial expression recognition task

H Hwang, S Kim, WJ Park, J Seo, K Ko, H Yeo

PAPER CODE

안녕하세요!

I'm Hyeonbin ദ്ദി・ᴗ・)✧

#NLProc

About Me

Education

Master's Degree

KAIST AI Advisor: Minjoon Seo

Bachelor's Degree

KAIST, School of ComputingGrade: 3.96 / 4.3

Reserach Internships

LK Lab, KAIST on Large Language Model's prompting space 2022.12 ~ 2024.02

Naver CLOVA, Healthcare AI on Electronic Health Record (EHR) Summarization and Embedding 2022.03 ~ 2022.08

KAIST Computer Vision & Learning Lab on 2D Image Detection and Classification 2021.06 ~ 2021.09

w/ Acryl Inc. on Facial Expression Recognition 2021.03 ~ 2021.09

Selected Publications

The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models

S Kim, J Suk, J Cho, S Longpre, C Kim, D Yoon, G Son, Y Cho, S Shafayat, J Baek, S Park, H Hwang, ...

PAPER CODE

Self-Explore to Avoid the Pit: Improving the Reasoning Capabilities of Language Models with Fine-grained Rewards

H Hwang, D Kim, S Kim, S Ye, M Seo

PAPER CODE

Flask: Fine-grained language model evaluation based on alignment skill sets

S Ye, D Kim, S Kim, H Hwang, S Kim, Y Jo, J Thorne, J Kim, M Seo

PAPER CODE

Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following

S Ye, H Hwang, S Yang, H Yun, Y Kim, M Seo

PAPER CODE

MED-SE: Medical Entity Definition-based Sentence Embedding

H Hwang, H Yoo, Y Choi

PAPER

Vision transformer equipped with neural resizer on facial expression recognition task

H Hwang, S Kim, WJ Park, J Seo, K Ko, H Yeo

PAPER CODE

KAIST AI
Advisor: Minjoon Seo

KAIST, School of Computing
Grade: 3.96 / 4.3

LK Lab, KAIST
on Large Language Model's prompting space
2022.12 ~ 2024.02

Naver CLOVA, Healthcare AI
on Electronic Health Record (EHR) Summarization and Embedding 2022.03 ~ 2022.08

KAIST Computer Vision & Learning Lab
on 2D Image Detection and Classification
2021.06 ~ 2021.09

w/ Acryl Inc.
on Facial Expression Recognition
2021.03 ~ 2021.09