Sangkeun Jung
16 papers · 2008–2026 · 7 venues · across top CS/AI venues
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Research topics
Artificial Intelligence
(10)
Core AI
(10)
Machine Learning
(8)
Natural Language Processing
(7)
Deep Learning
(6)
Application Areas
(5)
Applications
(3)
Learning Types Β· Machine Learning
(3)
Learning Types Β· Deep Learning
(3)
Understanding
(3)
Core Methods
(2)
Models
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Generation
(1)
Keywords
large language model
(5)
data augmentation
(4)
multi-agent system
(3)
text generation
(2)
named entity recognition
(2)
semantic similarity
(2)
domain adaptation
(2)
neural machine translation
(1)
in-context learning
(1)
decision making
(1)
natural language understanding
(1)
parameter efficient
(1)
iterative refinement
(1)
visual reasoning
(1)
distributed representation
(1)
multimodal learning
(1)
mixture of expert
(1)
reward model
(1)
preference feedback
(1)
semantic embedding
(1)
Papers
R-GDA: Reflective Guidance Data Augmentation with Multi-Agent Feedback for Domain-Specific Named Entity Recognition
EACL 2026
Tracing Logit Trajectories Across Layer Depth: Dataset-Level Explainability for Language Models
ACL 2026
When Does Auxiliary Modality Matter in Solving Geometric Problems? A Comprehensive Study of Textual, Formal, and Visual Modalities
EACL 2026
AMACE: Automatic Multi-Agent Chart Evolution for Iteratively Tailored Chart Generation
EMNLP 2025
An Analysis of the Impact of Problem Paraphrasing on LLM-Based Mathematical Problem Solving
IJCNLP 2025
Courtroom-LLM: A Legal-Inspired Multi-LLM Framework for Resolving Ambiguous Text Classifications
COLING 2025
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring
ACL 2025
ZEBRA: Leveraging Model-Behavioral Knowledge for Zero-Annotation Preference Dataset Construction
EMNLP 2025
Exploring Domain Robust Lightweight Reward Models based on Router Mechanism
ACL 2024
Guidance-Based Prompt Data Augmentation in Specialized Domains for Named Entity Recognition
ACL 2024
Semantic Ambiguity Detection in Sentence Classification using Task-Specific Embeddings
ACL 2023
Learning to Embed Semantic Correspondence for Natural Language Understanding
CoNLL 2018
Concept Equalization to Guide Correct Training of Neural Machine Translation
IJCNLP 2017
Automatic Agenda Graph Construction from Human-Human Dialogs using Clustering Method
NAACL 2009
Hybrid Approach to User Intention Modeling for Dialog Simulation
ACL 2009
Robust Dialog Management with N-Best Hypotheses Using Dialog Examples and Agenda
ACL 2008