Minjoon Seo

Minjoon Seo

KAIST

H-index: 26

Asia-South Korea

About Minjoon Seo

Minjoon Seo, With an exceptional h-index of 26 and a recent h-index of 26 (since 2020), a distinguished researcher at KAIST, specializes in the field of Natural Language Processing, Large Language Model.

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

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

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

Volcano: mitigating multimodal hallucination through self-feedback guided revision

LangBridge: Multilingual Reasoning Without Multilingual Supervision

Semiparametric Token-Sequence Co-Supervision

Replug: Retrieval-augmented black-box language models

Prometheus-Vision: Vision-Language Model as a Judge for Fine-Grained Evaluation

INSTRUCTIR: A Benchmark for Instruction Following of Information Retrieval Models

Minjoon Seo Information

University

Position

___

Citations(all)

5513

Citations(since 2020)

4730

Cited By

2476

hIndex(all)

26

hIndex(since 2020)

26

i10Index(all)

35

i10Index(since 2020)

35

Email

University Profile Page

KAIST

Google Scholar

View Google Scholar Profile

Minjoon Seo Skills & Research Interests

Natural Language Processing

Large Language Model

Top articles of Minjoon Seo

Title

Journal

Author(s)

Publication Date

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

Seonghyeon Ye

Hyeonbin Hwang

Sohee Yang

Hyeongu Yun

Yireun Kim

...

2024/2

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

arXiv preprint arXiv:2404.10346

Hyeonbin Hwang

Doyoung Kim

Seungone Kim

Seonghyeon Ye

Minjoon Seo

2024/4/16

Volcano: mitigating multimodal hallucination through self-feedback guided revision

Seongyun Lee

Sue Hyun Park

Yongrae Jo

Minjoon Seo

2024/6/16

LangBridge: Multilingual Reasoning Without Multilingual Supervision

arXiv preprint arXiv:2401.10695

Dongkeun Yoon

Joel Jang

Sungdong Kim

Seungone Kim

Sheikh Shafayat

...

2024/1/19

Semiparametric Token-Sequence Co-Supervision

arXiv preprint arXiv:2403.09024

Hyunji Lee

Doyoung Kim

Jihoon Jun

Sejune Joo

Joel Jang

...

2024/3/14

Replug: Retrieval-augmented black-box language models

arXiv preprint arXiv:2301.12652

Weijia Shi

Sewon Min

Michihiro Yasunaga

Minjoon Seo

Rich James

...

2023/1/30

Prometheus-Vision: Vision-Language Model as a Judge for Fine-Grained Evaluation

arXiv preprint arXiv:2401.06591

Seongyun Lee

Seungone Kim

Sue Hyun Park

Geewook Kim

Minjoon Seo

2024/1/12

INSTRUCTIR: A Benchmark for Instruction Following of Information Retrieval Models

arXiv preprint arXiv:2402.14334

Hanseok Oh

Hyunji Lee

Seonghyeon Ye

Haebin Shin

Hansol Jang

...

2024/2/22

SuRe: Improving Open-domain Question Answering of LLMs via Summarized Retrieval

Jaehyung Kim

Jaehyun Nam

Sangwoo Mo

Jongjin Park

Sang-Woo Lee

...

2023/10/13

Improving Probability-based Prompt Selection Through Unified Evaluation and Analysis

TACL

Sohee Yang

Jonghyeon Kim

Joel Jang

Seonghyeon Ye

Hyunji Lee

...

2024

Aligning Large Language Models by On-Policy Self-Judgment

arXiv preprint arXiv:2402.11253

Sangkyu Lee

Sungdong Kim

Ashkan Yousefpour

Minjoon Seo

Kang Min Yoo

...

2024/2/17

Prometheus: Inducing Evaluation Capability in Language Models

Seungone Kim

Jamin Shin

Yejin Cho

Joel Jang

Shayne Longpre

...

2023/11/26

KTRL+ F: Knowledge-Augmented In-Document Search

Hanseok Oh

Haebin Shin

Miyoung Ko

Hyunji Lee

Minjoon Seo

2024/6/16

Preference-free Alignment Learning with Regularized Relevance Reward

arXiv preprint arXiv:2402.03469

Sungdong Kim

Minjoon Seo

2024/2/2

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

arXiv preprint arXiv:2307.10928

Seonghyeon Ye

Doyoung Kim

Sungdong Kim

Hyeonbin Hwang

Seungone Kim

...

2023/7/20

How Well Do Large Language Models Truly Ground?

Hyunji Lee

Sejune Joo

Chaeeun Kim

Joel Jang

Doyoung Kim

...

2024/6/16

Ehrsql: A practical text-to-sql benchmark for electronic health records

Gyubok Lee

Hyeonji Hwang

Seongsu Bae

Yeonsu Kwon

Woncheol Shin

...

2022/12

ClaimDiff: Comparing and Contrasting Claims on Contentious Issues

Miyoung Ko

Ingyu Seong

Hwaran Lee

Joonsuk Park

Minsuk Chang

...

2023/7

An Integrated Search System for Korea Weather Data

Jinkyung Jo

Dayeon Ki

Soyoung Yoon

Minjoon Seo

2023/12

Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners

arXiv preprint arXiv:2210.02969

Seonghyeon Ye

Doyoung Kim

Joel Jang

Joongbo Shin

Minjoon Seo

2022/10/6

See List of Professors in Minjoon Seo University(KAIST)

Co-Authors

H-index: 100
Luke Zettlemoyer

Luke Zettlemoyer

University of Washington

H-index: 80
Ali Farhadi

Ali Farhadi

University of Washington

H-index: 63
Hannaneh Hajishirzi

Hannaneh Hajishirzi

University of Washington

H-index: 33
Danqi Chen

Danqi Chen

Princeton University

H-index: 24
Sewon Min

Sewon Min

University of Washington

H-index: 22
Robin Jia

Robin Jia

University of Southern California

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