Myaeng

Myaeng

KAIST

H-index: 35

Asia-South Korea

About Myaeng

Myaeng, With an exceptional h-index of 35 and a recent h-index of 17 (since 2020), a distinguished researcher at KAIST, specializes in the field of Activity and Experience Mining, Proactive Search, Context-Aware Recommendation, Web Science, Natural Language Processing.

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

Discern and answer: Mitigating the impact of misinformation in retrieval-augmented models with discriminators

Korea advanced institute of science and technology (kaist)

FinePrompt: Unveiling the Role of Finetuned Inductive Bias on Compositional Reasoning in GPT-4

Graph-induced transformers for efficient multi-hop question answering

Exploiting numerical-contextual knowledge to improve numerical reasoning in question answering

Maximizing Efficiency of Language Model Pre-training for Learning Representation

Constructing multi-modal dialogue dataset by replacing text with semantically relevant images

Ultra-high dimensional sparse representations with binarization for efficient text retrieval

Myaeng Information

University

Position

Professor of Computer Science & Head of Web Science & Technology

Citations(all)

6458

Citations(since 2020)

1562

Cited By

5201

hIndex(all)

35

hIndex(since 2020)

17

i10Index(all)

107

i10Index(since 2020)

32

Email

University Profile Page

Google Scholar

Myaeng Skills & Research Interests

Activity and Experience Mining

Proactive Search

Context-Aware Recommendation

Web Science

Natural Language Processing

Top articles of Myaeng

Title

Journal

Author(s)

Publication Date

Discern and answer: Mitigating the impact of misinformation in retrieval-augmented models with discriminators

arXiv preprint arXiv:2305.01579

Giwon Hong

Jeonghwan Kim

Junmo Kang

Sung-Hyon Myaeng

Joyce Jiyoung Whang

2023/5/2

Korea advanced institute of science and technology (kaist)

South Korea

Jaeseung Jeong

Gwan Jang

Kyung-min Kim

Sung-Hyon Myaeng

2023

FinePrompt: Unveiling the Role of Finetuned Inductive Bias on Compositional Reasoning in GPT-4

Jeonghwan Kim

Giwon Hong

Sung-Hyon Myaeng

Joyce Whang

2023/12

Graph-induced transformers for efficient multi-hop question answering

Giwon Hong

Jeonghwan Kim

Junmo Kang

Sung-Hyon Myaeng

2022/12

Exploiting numerical-contextual knowledge to improve numerical reasoning in question answering

Jeonghwan Kim

Junmo Kang

Kyung-min Kim

Giwon Hong

Sung-Hyon Myaeng

2022/7

Maximizing Efficiency of Language Model Pre-training for Learning Representation

arXiv preprint arXiv:2110.06620

Junmo Kang

Suwon Shin

Jeonghwan Kim

Jaeyoung Jo

Sung-Hyon Myaeng

2021/10/13

Constructing multi-modal dialogue dataset by replacing text with semantically relevant images

arXiv preprint arXiv:2107.08685

Nyoungwoo Lee

Suwon Shin

Jaegul Choo

Ho-Jin Choi

Sung-Hyun Myaeng

2021/7/19

Ultra-high dimensional sparse representations with binarization for efficient text retrieval

arXiv preprint arXiv:2104.07198

Kyoung-Rok Jang

Junmo Kang

Giwon Hong

Sung-Hyon Myaeng

Joohee Park

...

2021/4/15

Can you distinguish truthful from fake reviews? User analysis and assistance tool for fake review detection

Jeonghwan Kim

Junmo Kang

Suwon Shin

Sung-Hyon Myaeng

2021/4

Have you seen that number? investigating extrapolation in question answering models

Jeonghwan Kim

Giwon Hong

Kyung-min Kim

Junmo Kang

Sung-Hyon Myaeng

2021/11

Constructing a Multi-Modal Dialogue Dataset with Text-to-Image Replacement

Nyoungwoo Lee

Suwon Shin

Jaegul Choo

Ho-Jin Choi

Sung-Hyon Myaeng

2021

Leveraging Order-Free Tag Relations for Context-Aware Recommendation

arXiv preprint arXiv:2012.02957

Junmo Kang

Jeonghwan Kim

Suwon Shin

Sung-Hyon Myaeng

2020/12/5

Analysis of the Semantic Answer Types to Understand the Limitations of MRQA Models

정보과학회논문지

Doyeon Lim

Haritz Puerto San Roman

Sung-Hyon Myaeng

2020/3

Handling anomalies of synthetic questions in unsupervised question answering

Giwon Hong

Junmo Kang

Doyeon Lim

Sung-Hyon Myaeng

2020/12

A sequence-oblivious generation method for context-aware hashtag recommendation

arXiv preprint arXiv:2012.02957

Junmo Kang

Jeonghwan Kim

Suwon Shin

Sung-Hyon Myaeng

2020

Regularization of Distinct Strategies for Unsupervised Question Generation

Junmo Kang

Giwon Hong

Haritz Puerto San Roman

Sung-Hyon Myaeng

2020/11

Roles and utilization of attention heads in transformer-based neural language models

Jae-young Jo

Sung-Hyon Myaeng

2020/7

PACC: Large scale connected component computation on Hadoop and Spark

Plos one

Ha-Myung Park

Namyong Park

Sung-Hyon Myaeng

U Kang

2020/3/18

See List of Professors in Myaeng University(KAIST)

Co-Authors

academic-engine