Publications

2026
ACL 2026 Main🔥
Tracing Logit Trajectories Across Layer Depth: Dataset-Level Explainability for Language Models
Jeesu Jung and Sangkeun Jung
Jul 2026
ACL 2026 Findings🔥
Perceptual Hallucination in Vision–Language Models: Definition, Analysis and Verification
TaeWook Hwang and Inbum Heo and Sung Jun Lee and Sangkeun Jung
Jul 2026
ACL 2026 Findings🔥
Empirical Analysis of Task Mixture Effects in Small-scale Instruction Tuning: A Statistical Approach
Jeesu Jung and Sangkeun Jung
Jul 2026
Applied Artificial Intelligence
Evaluating Large Language Models on the 2026 Korean CSAT Mathematics Exam: Measuring Mathematical Ability in a Zero–Data-Leakage Setting
Goun Pyeon and Inbum Heo and Jeesu Jung and Taewook Hwang and Hyuk Namgoong and Hyein Seo and Yerim Han and Eunbin Kim and Hyeonseok Kang and Sangkeun Jung
Jun 2026
KCC 2026
리더 중심 멀티 에이전트 조직 구조 분석: 상호참조 과제를 중심으로
Hyoeun Ahn and Goun Pyeon and Sangkeun Jung
Jun 2026
KCC 2026
교육 적합도 및 이미지화 가능 여부를 고려한 교육 문장 생성 프레임워크
Yerim Han and Sungjun Lee and Sangkeun Jung
Jun 2026
KCC 2026
자연어 이해 과제에서의 에이전트 기반 데이터 증강 효과 분석
Jaewon Heo and Hyuk Namgoong and Goun Pyeon and Sangkeun Jung
Jun 2026
KCC 2026
한글(HWP) 인식 데이터 구축에서 사람과 에이전트의 협업 구조 평가
Inbum Heo and Sangkeun Jung
Jun 2026
KCC 2026
차트-코드 변환 평가에서 거대 언어 모델 기반 평가자의 신뢰성 분석
Hyeonseok Kang and Hyuk Namgoong and Eunbin Kim and Sangkeun Jung
Jun 2026
KCC 2026
협상 과제에서 LLM 에이전트의 의사결정 구조와 협상 성향에 따른 성능 비교
Chaeyeon Kim and Inbum Heo and Sangkeun Jung
Jun 2026
KCC 2026
교육용 생성 이미지 맥락 기반 자동 평가 메트릭
Sungjun Lee and Yerim Han and Sangkeun Jung
Jun 2026
Applied Sciences
SyMPRep: A Symbolic Math Problem Representation Framework for Structured and Controllable Problem Transformation
Hyuk Namgoong and Yerim Han and Sangkeun Jung
May 2026
EACL 2026🔥
When Does Auxiliary Modality Matter in Solving Geometric Problems? A Comprehensive Study of Textual, Formal, and Visual Modalities
Hyuk Namgoong and Jeesu Jung and Yerim Han and Sangkeun Jung
Mar 2026
EACL 2026 Findings🔥
R-GDA: Reflective Guidance Data Augmentation with Multi-Agent Feedback for Domain-Specific Named Entity Recognition
Hyeonseok Kang and Hyuk Namgoong and Goun Pyeon and Sangkeun Jung
Mar 2026
BigComp 2026
A Linguistic Analysis of Human and LLM Annotations on English Sentence Difficulty
Yerim Han and Inbum Heo and Sangkeun Jung
Feb 2026
BigComp 2026
Better Together: Hybridizing Encoders and LLMs for Unseen Biomedical Texts
Goun Pyeon and Sangkeun Jung
Feb 2026
BigComp 2026
LED: A Benchmark for Evaluating Layout Error Detection in Document Analysis
Inbum Heo and Taewook Hwang and Jeesu Jung and Sangkeun Jung
Feb 2026
Expert Systems with Applications (ESWA)🔥
GROVE: Hybrid Data Selection Strategies for Cost-Effective Instruction Tuning
Jeesu Jung and Taewook Hwang and Hyein Seo and Sangkeun Jung
Jan 2026
Bioinformatics🔥
Interpretable Deep Survival Analysis of Alzheimer's Disease via Metabolic Genetic Variants
Sungwoo Goo and Soyoung Lee and Jung-woo Chae and Sangkeun Jung and Hwi-yeol Yun
To Appear
Computer Methods and Programs in Biomedicine (CMPB)
Predicting intrinsic clearance using deep learning-based drug-metabolic enzyme interaction features on an IVIVE-harmonized endpoint dataset
Hyunjung Lee and Hyeonseok Kang and Jung-woo Chae and Hwi-yeol Yun and Sungwoo Goo and Hyuk Namgoong and Sangkeun Jung
To Appear
2025
IJCNLP-AACL 2025🔥
An Analysis of the Impact of Problem Paraphrasing on LLM-Based Mathematical Problem Solving
Yerim Han and Hyein Seo and Hyuk Namgoong and Sangkeun Jung
Dec 2025
KSC 2025
ASR 오류 후보정을 위한 합성 데이터셋 생성 및 검증
Sung-hwan Cho and Taewook Hwang and Seo-in Lee and Sangkeun Jung
Dec 2025
KSC 2025
Re-Label: 영어 학습 요소를 위한 근거 기반 언어 수준 리라벨링 프레임워크
Yerim Han and Hyuk Namgoong and Sangkeun Jung
Dec 2025
KSC 2025
언어별 로짓 히트맵 시각화를 통한 대규모 언어모델 계층 구조 분석
Jeesu Jung and Sangkeun Jung
Dec 2025
KSC 2025
Table-to-LaTeX 생성 모델의 다차원 평가 지표 분석
Eunbin Kim and Hyeonseok Kang and Sangkeun Jung
Dec 2025
KSC 2025
LLM의 수능 수학 문제 풀이를 위한 시각 인지 자동화 파이프라인 구축 및 인간의 사고 과정 비교 분석
Goun Pyeon and Inbum Heo and Jeesu Jung and Taewook Hwang and Sangkeun Jung
Dec 2025
EMNLP 2025 Findings🔥
ZEBRA: Leveraging Model-Behavioral Knowledge for Zero-Annotation Preference Dataset Construction
Jeesu Jung and Chanjun Park and Sangkeun Jung
Nov 2025
EMNLP 2025🔥
AMACE: Automatic Multi-Agent Chart Evolution for Iteratively Tailored Chart Generation
Hyuk Namgoong and Jeesu Jung and Hyeonseok Kang and Sangkeun Jung
Nov 2025
Applied Sciences
Exploring Selective Layer Freezing Strategies in Transformer Fine-Tuning: NLI Classifiers with Sub-3B Parameter Models
Taewook Hwang and Hyein Seo and Jeesu Jung and Sangkeun Jung
Oct 2025
HCLT 2025
대규모 언어 모델은 학생 수준별 영어 발화를 만들수 있는가? : 영어 교과서 데이터 중심 사례 분석
Yerim Han and Hyuk Namgoong and Sangkeun Jung
Oct 2025
HCLT 2025
LED: 문서 구조 이해를 위한 레이아웃 오류 검출 벤치마크
Inbum Heo and Taewook Hwang and Jeesu Jung and Sangkeun Jung
Oct 2025
HCLT 2025
IntroPref: 학술 논문 서론 개선 피드백 데이터셋
Eunbin Kim and Hyuk Namgoong and Sangkeun Jung
Oct 2025
HCLT 2025
수식 OCR 환각 현상 정의 및 VLM 환각 분석 프레임워크
Sungjun Lee and Taewook Hwang and Sangkeun Jung
Oct 2025
HCLT 2025
Paper Facet 지식 그래프: 학술 논문 이해와 탐색을 지원하는 구조화 데이터셋
Hyuk Namgoong and Yerim Han and Eunbin Kim and Inbum Heo and Sangkeun Jung
Oct 2025
HCLT 2025
다중 에이전트 성찰 패턴의 반복이 개체명 인식 문제에 미치는 영향
Goun Pyeon and Hyunseok Kang and Sangkeun Jung
Oct 2025
Applied Sciences
Local Back-Propagation for Forward-Forward Networks: Independent Unsupervised Layer-Wise Training
Taewook Hwang and Hyein Seo
Aug 2025
ACL 2025 Main🔥
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring
Hyein Seo and Taewook Hwang and Yohan Lee and Sangkeun Jung
Jul 2025
KCC 2025
Diffusion 모델을 이용한 배경 변형 기반 문서 레이아웃 데이터셋 증강
Youngchai Ha and Inbum Heo and Taewook Hwang and Sungjun Lee and Sangkeun Jung
Jun 2025
KCC 2025
CNN기반 글자단위 오류 모방기를 활용한 OCR 후보정 데이터 생성
Taewook Hwang and Inbum Heo and Sangkeun Jung
Jun 2025
KCC 2025
자연어처리 논문 논리 구조 생성을 위한 대규모 언어모델 기반 Paper-Thought-Tree 구조화프레임워크
Hyeonseok Kang and Hyuk Namgoong and Yerim Han and Sangkeun Jung
Jun 2025
KCC 2025
학술논문 서론의 수사학적 구조에 대한 대규모언어모델 기반 분석
Eunbin Kim and Jeesu Jung and Sangkeun Jung
Jun 2025
KCC 2025
수학 문제 유사도 측정을 위한 시각-언어 인코더의 정확도· 효율성 분석
Sungjun Lee and Hyuk Namgoong and Hyeonseok Kang and Sangkeun Jung
Jun 2025
KCC 2025
문제변형이 LLM의 수학 문제풀이에 미치는 영향 분석
Yerim Han and Hyuk Namgoong and Hyeonseok Kang and Sangkeun Jung
Jun 2025
KCC 2025
DocLayGen: 다중 도메인 문서 레이아웃 자동 생성 프레임워크
Inbum Heo and Taewook Hwang and Sangkeun Jung
Jun 2025
KCC 2025
영문 및 국문 지시 학습 데이터의 문법적 특성 비교 분석
Jeesu Jung and Eunbin Kim and Sangkeun Jung
Jun 2025
KCC 2025
수학 교재 구성 요소가 대규모 언어 모델의 수학 문제 풀이에 미치는 영향분석
Goun Pyeon and Hyein Seo and Sangkeun Jung
Jun 2025
Book
Artificial Intelligence: Data Representation and Problem Solving
Sangkeun Jung
Mar 2025
Applied Sciences
Large Language Models as Evaluators in Education: Verification of Feedback Consistency and Accuracy
Hyein Seo and Taewook Hwang and Jeesu Jung and Hyeunseok Kang and Hyuk Namgoong and Yohan Lee and Sangkeun Jung
Jan 2025
COLING 2025🔥
Courtroom-LLM: A Legal-Inspired Multi-LLM Framework for Resolving Ambiguous Text Classifications
Sangkeun Jung and Jeesu Jung
Jan 2025
2024
IEEE Access🔥
Assessing and Scoring Difficulty of Hard-to-Solve Data in Summarization Tasks
Jeesu Jung and Hyein Seo and Hyuk Namgoong and Sangkeun Jung
Dec 2024
KSC 2024
PICO Extraction Using Graph Retrieval-Augmented Generation (그래프 검색 증강 생성 기반의 PICO 추출)
Goun Pyeon and Jeesu Jung and Sangkeun Jung
Dec 2024
KSC 2024
Analysis of Limitations of OCR Models for Mathematical Expression Detection Task (수식 검출 태스크에 대한 기존 OCR 모델의 한계점 분석)
Taewook Hwang and Inbum Heo and Sangkeun Jung
Dec 2024
CoLM 2024
Does Incomplete Syntax Influence Korean Language Model? Focusing on Word Order and Case Markers
Jong Myoung Kim and Young-jun Lee and Yong-Jin Han and Ho-jin Choi and Sangkeun Jung
Oct 2024
HCLT 2024
Construction of Korean OCR Post-Correction Dataset and Post-Correction Based on KoBART (한국어 광학 문자 인식 후보정 데이터 세트 구축 및 KoBART 기반 후보정 연구)
Inbum Heo and Taewook Hwang and Sangkeun Jung
Oct 2024
HCLT 2024
Generating Mathematical Curriculum Types and Problems Using Large Language Models (대규모 언어모델을 활용한 수학 교과 유형 및 문제 생성 프레임워크)
Jeesu Jung and Sangkeun Jung
Oct 2024
ACL 2024 Main🔥
Guidance-Based Prompt Data Augmentation in Specialized Domains for Named Entity Recognition
Hyeonseok Kang and Hyein Seo and Jeesu Jung and Sangkeun Jung and Du-Seong Chang and Riwoo Chung
Aug 2024
ACL 2024 Findings🔥
Exploring Domain Robust Lightweight Reward Models based on Router Mechanism
Hyuk Namgoong and Jeesu Jung and Sangkeun Jung and YoonHyung Roh
Aug 2024
KCC 2024
BitNet의 실험적 검증 및 BitNet 양자화를 적용한 BitCNN
Inbum Heo and Taewook Hwang and Sangkeun Jung
Jun 2024
KCC 2024
Sequence Alignment Ensemble using Single Neural Network utilizing LoRA for Part-of-Speech Tagging (LoRA 기반 단일신경망 시퀀스 정렬 앙상블 활용 형태소 분석기)
Heemang Kim and Jeesu Jung and Sangkeun Jung
Jun 2024
KCC 2024
BitNet 양자화 기술 및 가중치 복사를 적용한 한국어 BERT 모델의 경량화 및 성능 분석
Hyungjin Ahn and Taewook Hwang and Sangkeun Jung
Jun 2024
KCC 2024
한국어 BERT 모델 Pretraining을 통한 BitNet 양자화 기술 검증
Taewook Hwang and Hyein Seo and Sangkeun Jung
Jun 2024
Pharmaceuticals🔥
Absorption Distribution Metabolism Excretion and Toxicity Property Prediction Utilizing a Pre-Trained Natural Language Processing Model and Its Applications in Early-Stage Drug Development
Woojin Jung and Sungwoo Goo and Taewook Hwang and Hyunjung Lee and Young-Kuk Kim and Jung-woo Chae and Hwi-yeol Yun and Sangkeun Jung
Mar 2024
2023
KSC 2023
Performance Analysis of Few-Shot Example Techniques Utilizing Similarity in Classification Problems Based on Large Language Models (거대 언어 모델 기반 분류문제에서 유사도 활용 Few-shot 예제 기법 성능분석)
Hyungjin Ahn and Taewook Hwang and Sangkeun Jung
Dec 2023
KSC 2023
Mixing Augmentation과 UNet을 활용한 상표 이미지 군집화 및 거리기반 유사성 측정
Taewook Hwang and Inbum Heo and Dahye Jung and Sangkeun Jung
Dec 2023
KSC 2023
Study of the Relationship between Model Complexity and Dataset Size with Bump-Type Activatoin Functions (Bump 형 활성화함수의 모델복잡도 및 데이터셋 크기와의 관계성 연구)
Hyungchan Im and Taewook Hwang and Sangkeun Jung
Dec 2023
KSC 2023
Untrained PICO Extraction Method Using Large Language Models (거대 언어 모델을 활용한 비훈련 PICO 추출 방법)
Chihyun Lee and Hyeonseok Kang and Sangkeun Jung and Jung-woo Chae
Dec 2023
HCLT 2023
거대 언어 모델(LLM)을 이용한 비훈련 이진 감정 분류
Hyungjin Ahn and Taewook Hwang and Sangkeun Jung
Oct 2023
HCLT 2023
Structuring Input and Output Control of Multiple LLMs for Fact-Checking
Jisoo Jung and Chihyeon Lee and Hyunseok Kang and Sangkeun Jung and Yoon-hyung Roh
Oct 2023
HCLT 2023
Data Augmentation using Large Language Model for English Education (영어 교육을 위한 거대 언어 모델 활용 말뭉치 확장 프레임워크)
Jinwoo Jung and Sangkeun Jung
Oct 2023
HCLT 2023
복수 대규모 언어 모델에 기반한 제어 가능형 데이터 증강 프레임워크
Hyunseok Kang and Hyuk Namgoong and Jeesu Jung and Sangkeun Jung
Oct 2023
ACL 2023 Industry🔥
Semantic Ambiguity Detection in Sentence Classification using Task-Specific Embeddings
Jong Myoung Kim and Young-jun Lee and Sangkeun Jung and Ho-jin Choi
Jul 2023
KCC 2023
Forward-Forward Algorithm with Arc Memory in Few-Shot Learning (Few-shot learning에서 Arc Memory를 활용한 Forward-Forward 알고리즘)
Taewook Hwang and Hyein Seo and Sangkeun Jung
Jun 2023
Journal of KIISE
PatentQ&A: Proposal of Patent Q&A Neural Search System using Transformer Model
YoonMin Lee and Taewook Hwang and Sangkeun Jung and Hyein Seo and Yoon-hyung Roh
Apr 2023
IUI 2023🔥
Interactive User Interface for Dialogue Summarization
Jeesu Jung and Hyein Seo and Sangkeun Jung and Riwoo Chung and Hwijung Ryu and Du-Seong Chang
Mar 2023
IEEE Access🔥
Controllable Text Generation using Semantic Control Grammar
Hyein Seo and Sangkeun Jung and Jeesu Jung and Taewook Hwang and Hyuk Namgoong and Yoon-hyung Roh
Mar 2023
Journal of KIISE
Epoch Score: Dataset Verification using Quantitative Data Quality Assessment
Sungryeol Kim and Taewook Hwang and Sangkeun Jung and Yoon-hyung Roh
Mar 2023
2022
CPT
Application of physiologically-based pharmacokinetic model approach to predict pharmacokinetics and drug-drug interaction of rivaroxaban: a case study of rivaroxaban and carbamazepine
Lien Thi Ngo and Sung-yoon Yang and Sooyoung Shin and Duc Tuan Cao and Hung Van Nguyen and Sangkeun Jung and Jae-Young Lee and Jong-Hwa Lee and Hwi-yeol Yun and Jung-woo Chae
Oct 2022
HCLT 2022
Template Constrained Sequence to Sequence based Conversational Utterance Error Correction Method(문장틀 기반 Sequence to Sequence 구어체 문장 문법 교정기)
Jeesu Jung and Seyoun Won and Hyein Seo and Sangkeun Jung and Du-Seong Chang
Oct 2022
Pharmaceutics🔥
Fine-tuning of BERT Model to Accurately Predict Drug-Target Interactions
Hyeunseok Kang and Sungwoo Goo and Hyunjung Lee and Jung-woo Chae and Hwi-yeol Yun and Sangkeun Jung
Aug 2022
World Neurosurgery
A Deep Neural Network-Based Model Predicting Peritumoral Edema After Radiosurgery for Meningioma
Kyunghwan Kim and Sangkeun Jung and Han-joo Lee and Hyon-jo Kwon and Seung-won Choi and Hyeon-song Koh and Jin-young Youm and Seon-hwan Kim and Sangkeun Jung
Aug 2022
IEEE Access🔥
Sequence Alignment Ensemble with a Single Neural Network for Sequence Labeling
Jeesu Jung and Sangkeun Jung and Hyein Seo and Hyuk Namgoong and Sungryeol Kim
Jul 2022
JCSE
Semantic Vector Learning and Visualization with Semantic Cluster Using Transformers in Natural Language Understanding
Sangkeun Jung
Jun 2022
KCC 2022
A Korean Conversation Summary System Using Grammar Correction (문법 교정을 활용한 한국어 대화 요약 시스템)
Jeesu Jung and Sangkeun Jung
Jun 2022
Applied Sciences
Impact of Sentence Representation Matching in Neural Machine Translation
Heeseung Jung and Kangil Kim and Jong-hun Shin and Seung-hoon Na and Sangkeun Jung and Sangmin Woo
Jan 2022
BigComp 2022
Sequential Alignment Methods for Ensemble Part-of-Speech Tagging
Jeesu Jung and Sangkeun Jung and Yoon-hyung Roh
Jan 2022
2021
ETRI Journal
Korean automatic spacing using pretrained transformer encoder and analysis
Taewook Hwang and Sangkeun Jung and Yoon-hyung Roh
Dec 2021
KSC 2021
Verification of KLUE topic classificaiton using Epoch Score(Epoch Score:정량적 데이터 품질 평가를 통한 KLUE 주제 분류 말뭉치 검증)
Sungryeol Kim and Taewook Hwang and Sangkeun Jung and Yoon-hyung Roh
Dec 2021
KSC 2021
PatentQA: Patent Q&A Neural Search System using Transformer Model(PatentQA: 트랜스포머 모델을 이용한 특허 질의응답 신경망 검색시스템)
YoonMin Lee and Taewook Hwang and Sangkeun Jung and Yoon-hyung Roh
Dec 2021
KSC 2021
Application SOM-DST to Korean Dialogue State Track Problem(한국어 대화 상태 추적 문제에의 SOM-DST 방법론 적용)
Hyuk Namgoong and Jeesu Jung and Sangkeun Jung and Yoon-hyung Roh
Dec 2021
KSC 2021
KoBERTScore Performance Analysis Using Semantic Frame in Natural Language Understanding(자연어 이해 영역에서의 의미틀을 활용한 KoBERTScore 성능 분석)
Heedong Park and Hyein Seo and Sangkeun Jung
Dec 2021
HCLT 2021
Factual consistency checker through a question-answer test based on the named entity(개체명 기반 질문-답변 검사를 통한 요약문 사실관계 확인)
Jeesu Jung and Sangkeun Jung and Riwoo Chung and Dusung Chang and Huijung Ryu
Oct 2021
PAGE 2021
Web based platform for clinical pharmacokinetic consultation service (CPCS) with Non-linear Mixed Effect Model
Woo Jin Jung and Taewook Hwang and Sangkeun Jung and Radojka M. Savic and Jung-woo Chae and Hwi-yeol Yun
Sep 2021
IEEE Access🔥
SUMBT+LaRL: Effective Multi-Domain End-to-End Neural Task-Oriented Dialog System
Hwaran Lee and Seokhwan Jo and Hyungjun Kim and Sangkeun Jung and Tae-Yoon Kim
Aug 2021
IEEE Access🔥
Syntax Vector Learning Using Correspondence for Natural Language Understanding
Hyein Seo and Sangkeun Jung and Taewook Hwang and Hyunji Kim and Yoon-Hyung Roh
Jun 2021
KCC 2021
Named Entity Boundary Recognition using Inverse Tagging, For Effective Detecting New Word(신조어 검출에 효과적인 도치태깅을 이용한 문장 내 개체범위 인식)
Taewook Hwang and Jeesu Jung and Sangkeun Jung and WonHui Yu and Chunghee Lee
Jun 2021
KIISE TCP
Syntax Vector Learning using Syntax Correspondence Learning in Natural Language Understanding
Hyein Seo and Sangkeun Jung and Hyunji Kim and Taewook Hwang and Ohwoog Kwon
Apr 2021
Pharmaceuticals🔥
Population Pharmacokinetic Method to Predict Within-Subject Variability Using Single-Period Clinical Data
Won-ho Kang and Jae-yeon Lee and Jung-woo Chae and Kyeong-Ryoon Lee and In-hwan Baek and Min-Soo Kim and Hyun-moon Back and Sangkeun Jung and Craig Shaffer and Rada Savic and Hwi-yeol Yun
Feb 2021
BigComp 2021
Cluster-aware Semantic Vector Learning using BERT in Natural Language Understanding
Sangkeun Jung and Sungsu Lim
Jan 2021
2020
JCSE
Semantic Vector Learning Using Pretrained Transformers in Natural Language Understanding
Sangkeun Jung
Dec 2020
Pharmaceuticals🔥
Clinical Evaluation of Acetaminophen-Galgeuntang Interaction Based on Population Approaches
Quyen Thi Tran and So Jung Park and Hyun-moon Back and Lien Thi Ngo and Duc Tuan Cao and Hung Van Nguyen and Sangkeun Jung and Jung Chun Park and Yang Chun Park and Hwi-yeol Yun and Jung-woo Chae
Dec 2020
KSC 2020
Temporal Patternization for NILM Classification of Appliance(시계열 패턴화를 통한 NILM 기기 분류)
Hwan Kim and Sangkeun Jung and Sungsu Lim
Dec 2020
HCLT 2020
Vector2graph : A Vector-to-Graph Conversion Framework for Explainable Deep Natural Language Understanding(심층신경망 언어이해에서의 벡터-그래프 변환 방법을 통한 설명가능성 확보에 대한 연구)
Se-hun Hu and Sangkeun Jung
Oct 2020
HCLT 2020
Constrained Corpus visualization using neural network(심층신경망을 활용한 제어가능 말뭉치 시각화 기법)
Jeesu Jung and Sangkeun Jung
Oct 2020
HCLT 2020
Scientific Paper Abstract Corpus and Automatic Abstract Structure Parsing using Pretrained Transformer(과학 논문 초록 말뭉치 구축 및 선학습 트랜스포머 기반 초록 자동구조화 방법)
Seokyung Kim and Yunhui Cho and Se-hun Hu and Sangkeun Jung
Oct 2020
HCLT 2020
A Study of the construct Korean New Word Corpus and Metric of New Word Importance(한국어 신조어 말뭉치 구축 및 신조어 중요도 측정 방법에 대한 연구)
Hyunji Kim and Sangkeun Jung and Taewook Hwang
Oct 2020
HCLT 2020
Semantic and Syntax Paraphrase Text Generation(유사구조 및 유사의미 문장 생성 방법)
Hyein Seo and Sangkeun Jung and Jeesu Jung
Oct 2020
Journal of KIISE
Semantic Similarity-based Intent Analysis using Pre-trained Transformer for Natural Language Understanding
Sangkeun Jung and Hyein Seo and Hyunji Kim and Taewook Hwang
Aug 2020
KCC 2020
Low Dimensional Semantic Frame Transformation Method and Regression-based Semantic Vector Learning(의미틀 저차원 좌표변환 및 회귀 기반 의미벡터 학습 방법)
Taewook Hwang and Sangkeun Jung and Hyein Seo and Hyunji Kim
Jun 2020
KCC 2020
Syntax Correspondence Learning for Syntax Vector Learning in Natural Language Understanding(관계성 학습을 이용한 자연어이해 영역에서의 유사구조 문장 벡터 학습방법)
Hyein Seo and Sangkeun Jung and Taewook Hwang and Hyunji Kim
Jun 2020
2019
KSC 2019
Structure Analysis of Scientific Paper Abstract and Automatic Structure Parsing based on Machine Learning(과학 논문 초록 구조 분석 및 기계학습을 통한 자동 초록 구조화 방법)
Se-hun Hu and Byeongman Lee and Sangkeun Jung
Dec 2019
KSC 2019
New Nouns Extraction Analysis of Data-based Korean Morphological Analyzer(데이터 기반 형태소 분석기의 신규명사 추출 경향 분석)
Noeun Kim and Sangkeun Jung
Dec 2019
KSC 2019
Semantic Vector Learning Using Pretrained BERT(선학습 BERT를 활용한 의미벡터 학습 방법)
Hyunji Kim and Sangkeun Jung
Dec 2019
KSC 2019
Extracting information from court case data using Machine Reading Comprehension(기계독해를 이용한 판례 내 주요 정보 추출 방법)
Junho Won and Jeongjin Jo and Sangkeun Jung
Dec 2019
TALLIP
Multitask Pointer Network for Korean Dependency Parsing
Sangkeun Jung and Cheon-Eum Park and Changki Lee
Jul 2019
Computer Speech and Language🔥
Semantic vector learning for natural language understanding
Sangkeun Jung
Jul 2019
2018
CoNLL 2018
Learning to Embed Semantic Correspondence for Natural Language Understanding
Sangkeun Jung and Jinsik Lee and Jiwon Kim
Oct 2018
Journal of KIISE
Effective Korean units for sequence encoding in deep learning
Sangkeun Jung
May 2018
ETRI Journal
Deep Neural Architecture for Recovering Dropped Pronouns in Korean
Sangkeun Jung and Changki Lee
Apr 2018
TALLIP
End-to-End Korean Part-of-Speech Tagging Using Copying Mechanism
Sangkeun Jung and Changki Lee and Hyunsun Hwang
Feb 2018
2017
IJCNLP 2017
Concept equalization to guide correct training of neural machine translation
Kangil Kim and Jong-Hun Shin and Seung-Hoon Na and Sangkeun Jung
Nov 2017
Pattern Recognition Letters
Anaphora Resolution with Pointer Networks
Changki Lee and Sangkeun Jung and Cheon-Eum Park
Aug 2017
2013
Interspeech 2013
Refining Sentence Similarity with Discourse Information in Dialog System
Sangkeun Jung and Seung-Hoon Na
Aug 2013
2011
Computer Speech and Language🔥
Hybrid User Intention Modeling to Diversify Dialog Simulations
Sangkeun Jung and Cheongjae Lee and Kyungduk Kim and Donghyeon Lee and Gary Geunbae Lee
Apr 2011
2010
Computer Speech and Language🔥
Hybrid Approach to Robust Dialog Management using Agenda and Dialog Examples
Cheongjae Lee and Sangkeun Jung and Kyungduk Kim and Gary Geunbae Lee
Oct 2010
POSTECH
User Simulation for Spoken Dialog Systems
Sangkeun Jung
2010
2009
ASRU 2009
Correlation-based Query Relaxation for Example-based dialog modeling
Cheongjae Lee and Sungjin Lee and Sangkeun Jung and Kyungduk Kim and Gary Geunbae Lee
Dec 2009
Computer Speech and Language🔥
Data-driven user simulation for automated evaluation of spoken dialog systems
Sangkeun Jung and Cheongjae Lee and Kyungduk Kim and Minwoo Jeong and Gary Geunbae Lee
Oct 2009
ACL 2009🔥
Hybrid Approach to User Intention Modeling for Dialog Simulation
Sangkeun Jung and Cheongjae Lee and Kyungduk Kim and Gary Geunbae Lee
Aug 2009
Speech Communication
Example-based dialog modeling for practical multi-domain dialog system
Cheongjae Lee and Sangkeun Jung and Seokhwan Kim and Gary Geunbae Lee
May 2009
NAACL 2009🔥
Automatic agenda graph construction from human-human dialogs using clustering method
Cheongjae Lee and Sangkeun Jung and Kyungduk Kim and Gary Geunbae Lee
May 2009
2008
Speech Communication
DialogStudio: A workbench for data-driven spoken dialog system development and management
Sangkeun Jung and Cheongjae Lee and Seokhwan Kim and Gary Geunbae Lee
Aug 2008
COLING WS 2008
An integrated dialog simulation technique for evaluating spoken dialog systems
Sangkeun Jung and Cheongjae Lee and Kyungduk Kim and Gary Geunbae Lee
Aug 2008
ACL 2008🔥
Robust dialog management with n-best hypotheses using dialog example and agenda
Cheongjae Lee and Sangkeun Jung and Gary Geunbae Lee
Jun 2008
SIGDIAL 2008
A frame-based probabilistic framework for spoken dialog management using dialog examples
Kyungduk Kim and Cheongjae Lee and Sangkeun Jung and Gary Geunbae Lee
Jun 2008
JCSE
Using utterance and semantic level confidence for interactive spoken dialog clarification
Sangkeun Jung and Cheongjae Lee and Gary Geunbae Lee
Mar 2008
2007
ASRU 2007
Example-based error recovery strategy for spoken dialog system
Cheongjae Lee and Sangkeun Jung and Gary Geunbae Lee
Dec 2007
URAI 2007
Example-based spoken dialog processing for guidance robots
Cheongjae Lee and Seokhwan Kim and Minwoo Jeong and Sangkeun Jung and Donghyeon Lee and Gary Geunbae Lee
Nov 2007
RO-MAN 2007
A spoken dialog system for electronic program guide information access
Seokhwan Kim and Cheongjae Lee and Sangkeun Jung and Gary Geunbae Lee
Aug 2007
2006
SLT 2006
Chat and Goal-Oriented Dialog Together: A Unified Example-based Architecture for Multi-Domain Dialog Management
Cheongjae Lee and Sangkeun Jung and Minwoo Jeong and Gary Geunbae Lee
Dec 2006
Interspeech WS 2006
Dialog Studio: An Example Based Spoken Dialog System Development Workbench
Sangkeun Jung and Cheongjae Lee and Gary Geunbae Lee
Sep 2006
ICASSP 2006
A Situation-based Dialogue Management using Dialogue Examples
Cheongjae Lee and Sangkeun Jung and Jihyun Eun and Minwoo Jeong and Gary Geunbae Lee
May 2006
IUI 2006🔥
Three phase verification for spoken dialog clarification
Sangkeun Jung and Cheongjae Lee and Gary Geunbae Lee
Jan 2006
POSTECH
Three Phase Verification for Spoken Dialog
Sangkeun Jung
2006
2005
ASRU 2005
Example and situation based dialog management for spoken dialog system
Cheongjae Lee and Sangkeun Jung and Jihyun Eun and Minwoo Jeong and Gary Geunbae Lee
Nov 2005
NGPC 2005
Interactive clarification dialog management for spoken language understanding
Sangkeun Jung and Cheongjae Lee and Gary Geunbae Lee
Nov 2005
Interspeech 2005
An error-corrective language-model adaptation for automatic speech recognition
Minwoo Jeong and Jihyun Eun and Sangkeun Jung and Gary Geunbae Lee
Sep 2005
2004
ICSLP 2004
Speech recognition error correction using maximum entropy language model
Minwoo Jeong and Sangkeun Jung and Gary Geunbae Lee
Oct 2004
No results found.
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