Minseok Choi

Ph.D. Student, KAIST

minseok.choi [AT] kaist.ac.kr

About

Hello! I am currently a Ph.D. student in the Kim Jaechul Graduate School of AI at KAIST, where I am fortunate to be advised by Jaegul Choo. I am serving as a Technical Research Personnel in the Republic of Korea Army and was previously a Research Intern at Naver Webtoon. My primary research interests lie in the intersection of natural language processing and machine learning, with a focus on information extraction and security. Prior to joining KAIST, I received my B.S. in Computer Science from the University of Illinois at Urbana-Champaign.

News

Publications

( * indicates equal contributions.)

Cross-Lingual Unlearning of Selective Knowledge in Multilingual Language Models

Minseok Choi, Kyunghyun Min, Jaegul Choo

Preprint

Paper Code

SNAP: Unlearning Selective Knowledge in Large Language Models with Negative Instructions

Minseok Choi, Daniel Rim, Dohyun Lee, Jaegul Choo

Preprint

Paper Code

PairEval: Open-domain Dialogue Evaluation with Pairwise Comparison

ChaeHun Park, Minseok Choi, Dohyun Lee, Jaegul Choo

COLM 2024

Paper Code

Protecting Privacy Through Approximating Optimal Parameters for Sequence Unlearning in Language Models

Dohyun Lee*, Daniel Rim*, Minseok Choi, Jaegul Choo

ACL 2024 Findings

Paper

SimCKP: Simple Contrastive Learning of Keyphrase Representations

Minseok Choi, Chaeheon Gwak, Seho Kim, Si hyeong Kim, Jaegul Choo

EMNLP 2023 Findings

Paper Code

PRiSM: Enhancing Low-Resource Document-Level Relation Extraction with Relation-Aware Score Calibration

Minseok Choi, Hyesu Lim, Jaegul Choo

IJCNLP-AACL 2023 Findings

Paper Code

HistRED: A Historical Document-Level Relation Extraction Dataset

Soyoung Yang, Minseok Choi, Youngwoo Cho, Jaegul Choo

ACL 2023

Paper Code Data

Rethinking Style Transformer by Energy-based Interpretation: Adversarial Unsupervised Style Transfer using a Pretrained Model

Hojun Cho, Dohee Kim, Seungwoo Ryu, ChaeHun Park, Hyungjong Noh, Jeong-in Hwang, Minseok Choi, Edward Choi, Jaegul Choo

EMNLP 2022

Paper Code

Cross-Lingual Unlearning of Selective Knowledge in Multilingual Language Models

Minseok Choi, Kyunghyun Min, Jaegul Choo

Preprint

Paper Code

SNAP: Unlearning Selective Knowledge in Large Language Models with Negative Instructions

Minseok Choi, Daniel Rim, Dohyun Lee, Jaegul Choo

Preprint

Paper Code

PairEval: Open-domain Dialogue Evaluation with Pairwise Comparison

ChaeHun Park, Minseok Choi, Dohyun Lee, Jaegul Choo

COLM 2024

Paper Code

Protecting Privacy Through Approximating Optimal Parameters for Sequence Unlearning in Language Models

Dohyun Lee*, Daniel Rim*, Minseok Choi, Jaegul Choo

ACL 2024 Findings

Paper

SimCKP: Simple Contrastive Learning of Keyphrase Representations

Minseok Choi, Chaeheon Gwak, Seho Kim, Si hyeong Kim, Jaegul Choo

EMNLP 2023 Findings

Paper Code

PRiSM: Enhancing Low-Resource Document-Level Relation Extraction with Relation-Aware Score Calibration

Minseok Choi, Hyesu Lim, Jaegul Choo

IJCNLP-AACL 2023 Findings

Paper Code

HistRED: A Historical Document-Level Relation Extraction Dataset

Soyoung Yang, Minseok Choi, Youngwoo Cho, Jaegul Choo

ACL 2023

Paper Code Data

Rethinking Style Transformer by Energy-based Interpretation: Adversarial Unsupervised Style Transfer using a Pretrained Model

Hojun Cho, Dohee Kim, Seungwoo Ryu, ChaeHun Park, Hyungjong Noh, Jeong-in Hwang, Minseok Choi, Edward Choi, Jaegul Choo

EMNLP 2022

Paper Code

Vitæ

Full CV in PDF.

Minseok Choi
minseok.choi [AT] kaist.ac.kr