Misuk Kim

Misuk Kim

Sejong University

H-index: 6

Asia-South Korea

About Misuk Kim

Misuk Kim, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at Sejong University, specializes in the field of Machine Learning, Natural Language Processing, Natural Language Understanding, Chatbot, Financial Market.

His recent articles reflect a diverse array of research interests and contributions to the field:

A simple and efficient dialogue generation model incorporating commonsense knowledge

DSTEA: Improving Dialogue State Tracking via Entity Adaptive Pre-training

ESG information extraction with cross-sectoral and multi-source adaptation based on domain-tuned language models

Headline Token-based Discriminative Learning for Subheading Generation in News Article

Dialogue Specific Pre-training Tasks for Improved Dialogue State Tracking

Monetary policy document analysis for prediction of monetary policy board decision

Accurate and prompt answering framework based on customer reviews and question-answer pairs

Mismatch between Multi-turn Dialogue and its Evaluation Metric in Dialogue State Tracking

Misuk Kim Information

University

Position

___

Citations(all)

119

Citations(since 2020)

115

Cited By

18

hIndex(all)

6

hIndex(since 2020)

6

i10Index(all)

5

i10Index(since 2020)

5

Email

University Profile Page

Google Scholar

Misuk Kim Skills & Research Interests

Machine Learning

Natural Language Processing

Natural Language Understanding

Chatbot

Financial Market

Top articles of Misuk Kim

Title

Journal

Author(s)

Publication Date

A simple and efficient dialogue generation model incorporating commonsense knowledge

Expert Systems with Applications

Geonyeong Son

Misuk Kim

2024/9/1

DSTEA: Improving Dialogue State Tracking via Entity Adaptive Pre-training

Knowledge-Based Systems

Yukyung Lee

Takyoung Kim

Hoonsang Yoon

Pilsung Kang

Junseong Bang

...

2024/2/23

ESG information extraction with cross-sectoral and multi-source adaptation based on domain-tuned language models

Expert Systems with Applications

Jaeyoung Lee

Misuk Kim

2023/7/1

Headline Token-based Discriminative Learning for Subheading Generation in News Article

Joonwon Jang

Misuk Kim

2023/5

Dialogue Specific Pre-training Tasks for Improved Dialogue State Tracking

Neural Processing Letters

Jinwon An

Misuk Kim

2023/12

Monetary policy document analysis for prediction of monetary policy board decision

Heliyon

Misuk Kim

Sungzoon Cho

2023/10/16

Accurate and prompt answering framework based on customer reviews and question-answer pairs

Expert Systems with Applications

Eun Kim

Hyejung Yoon

Jungeun Lee

Misuk Kim

2022/5/7

Mismatch between Multi-turn Dialogue and its Evaluation Metric in Dialogue State Tracking

arXiv preprint arXiv:2203.03123

Takyoung Kim

Hoonsang Yoon

Yukyung Lee

Pilsung Kang

Misuk Kim

2022/3/7

Detecting documents with inconsistent context

IEEE Access

Dongin Jung

Misuk Kim

Yoon-Sik Cho

2022/9/5

Detecting incongruent news headlines with auxiliary textual information

Expert Systems with Applications

Joonwon Jang

Yoon-Sik Cho

Minju Kim

Misuk Kim

2022/8/1

Domain-slot relationship modeling using a pre-trained language encoder for multi-domain dialogue state tracking

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Jinwon An

Sungzoon Cho

Junseong Bang

Misuk Kim

2022/6/10

Oh my mistake!: Toward realistic dialogue state tracking including turnback utterances

arXiv preprint arXiv:2108.12637

Takyoung Kim

Yukyung Lee

Hoonsang Yoon

Pilsung Kang

Junseong Bang

...

2021/8/28

Adaptive trading system integrating machine learning and back-testing: Korean bond market case

Expert Systems with Applications

Misuk Kim

2021/8/15

A data mining framework for financial prediction

Expert Systems with Applications

Misuk Kim

2021/7/1

Semi-supervised learning for an improved diagnosis of COVID-19 in CT images

PLoS One

Chang Hee Han

Misuk Kim

Jin Tae Kwak

2021/4/1

See List of Professors in Misuk Kim University(Sejong University)

Co-Authors

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