Jinsik Lee
5 papers · 2018–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Natural Language Processing
(5)
Machine Learning
(3)
Applications · Natural Language Processing
(3)
Generation
(3)
Resources & Methods
(3)
Core Methods
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Deep Learning
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Core AI
(1)
Learning Types
(1)
Techniques
(1)
Understanding
(1)
Keywords
large language model
(3)
korean language
(2)
data augmentation
(1)
question answering
(1)
language model training
(1)
web corpus
(1)
natural language understanding
(1)
belief tracking
(1)
semantic similarity
(1)
semantic embedding
(1)
language model
(1)
instruction fine-tuning
(1)
retrieval-augmented generation
(1)
knowledge benchmark
(1)
semantic correspondence
(1)
knowledge-intensive task
(1)
dialogue system
(1)
instruction dataset
(1)
dataset generation
(1)
dialog system
(1)
Papers
From KMMLU-Redux to Pro: A Professional Korean Benchmark Suite for LLM Evaluation
EMNLP 2025
Ko-LongRAG: A Korean Long-Context RAG Benchmark Built with a Retrieval-Free Approach
EMNLP 2025
MANTA: A Scalable Pipeline for Transmuting Massive Web Corpora into Instruction Datasets
EMNLP 2025
SUMBT: Slot-Utterance Matching for Universal and Scalable Belief Tracking
ACL 2019
Learning to Embed Semantic Correspondence for Natural Language Understanding
CoNLL 2018