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Jinwon An

About Jinwon An

Jinwon An, With an exceptional h-index of 4 and a recent h-index of 4 (since 2020), a distinguished researcher at Seoul National University, specializes in the field of Machine Learning, Deep Learning, Variational Autoencoder, Sequence-to-Sequence Learning, Generative Models.

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

Dialogue Specific Pre-training Tasks for Improved Dialogue State Tracking

A sensor data mining process for identifying root causes associated with low yield in semiconductor manufacturing

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

Hierarchical transformer encoder with structured representation for abstract reasoning

Jinwon An Information

University

Position

PhD candidate

Citations(all)

1681

Citations(since 2020)

1609

Cited By

554

hIndex(all)

4

hIndex(since 2020)

4

i10Index(all)

3

i10Index(since 2020)

3

Email

University Profile Page

Google Scholar

Jinwon An Skills & Research Interests

Machine Learning

Deep Learning

Variational Autoencoder

Sequence-to-Sequence Learning

Generative Models

Top articles of Jinwon An

Title

Journal

Author(s)

Publication Date

Dialogue Specific Pre-training Tasks for Improved Dialogue State Tracking

Neural Processing Letters

Jinwon An

Misuk Kim

2023/12

A sensor data mining process for identifying root causes associated with low yield in semiconductor manufacturing

Data Technologies and Applications

Eunji Kim

Jinwon An

Hyun-Chang Cho

Sungzoon Cho

Byeongeon Lee

2023/6/14

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

Hierarchical transformer encoder with structured representation for abstract reasoning

IEEE Access

Jinwon An

Sungzoon Cho

2020/11/3

See List of Professors in Jinwon An University(Seoul National University)