Jong-hun Shin
4 papers · 2017–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(2)
Deep Learning
(2)
Natural Language Processing
(2)
Core AI
(2)
Machine Learning
(1)
Applications
(1)
Architectures
(1)
Learning Paradigms
(1)
Learning Types
(1)
Models
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Understanding
(1)
Keywords
reinforcement learning
(1)
neural machine translation
(1)
distributed representation
(1)
multilingual reasoning
(1)
beam search
(1)
semantic dependency parsing
(1)
biaffine attention
(1)
bert embedding
(1)
multilingual language model
(1)
bilstm encoder
(1)
concept equalization
(1)
large language model
(1)
neural network
(1)
structured analysis
(1)
neuron-level tuning
(1)
compositional mechanism
(1)
investigative reasoning
(1)
hypothesis structuring
(1)
culprit inference
(1)
Papers
Make LLMs See Like Investigators, Not Just Think More: The Role of Structured Analysis in Investigative Reasoning
ACL 2026
Do LLMs Need Inherent Reasoning Before Reinforcement Learning? A Study in Korean Self-Correction
IJCNLP 2025
JBNU at MRP 2019: Multi-level Biaffine Attention for Semantic Dependency Parsing
CoNLL 2019
Concept Equalization to Guide Correct Training of Neural Machine Translation
IJCNLP 2017