Gyuwan Kim
12 papers · 2019–2026 · 5 venues · across top CS/AI venues
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (31)
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Research topics
Machine Learning
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Natural Language Processing
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Applications · Natural Language Processing
(5)
Deep Learning
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Application Areas
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Optimization & Theory
(4)
Artificial Intelligence
(3)
Generation
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Core AI
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Learning Types · Machine Learning
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Learning Types · Deep Learning
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Data Science & Analytics
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Keywords
language model
(2)
large language model
(2)
memory mechanism
(2)
text classification
(2)
neural network
(2)
passage retrieval
(1)
semi-supervised learning
(1)
sequence modeling
(1)
batch normalization
(1)
grammatical error correction
(1)
question answering
(1)
text generation
(1)
benchmark evaluation
(1)
expectation maximization
(1)
dense retrieval
(1)
text editing
(1)
efficient inference
(1)
dialogue state tracking
(1)
gradient descent
(1)
adversarial training
(1)
Papers
Detecting Training Data of Large Language Models via Expectation Maximization
EACL 2026
PPA-Plan: Proactive Pitfall Avoidance for Reliable Planning in Long-Context LLM Reasoning
ACL 2026
ScholarBench: A Bilingual Benchmark for Abstraction, Comprehension, and Reasoning Evaluation in Academic Contexts
EMNLP 2025
Towards standardizing Korean Grammatical Error Correction: Datasets and Annotation
ACL 2023
Bridging the Training-Inference Gap for Dense Phrase Retrieval
EMNLP 2022
Consistency Training with Virtual Adversarial Discrete Perturbation
NAACL 2022
AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights
ICLR 2021
Length-Adaptive Transformer: Train Once with Length Drop, Use Anytime with Search
ACL 2021
SSMix: Saliency-Based Span Mixup for Text Classification
ACL 2021
Efficient Dialogue State Tracking by Selectively Overwriting Memory
ACL 2020
Large Product Key Memory for Pretrained Language Models
EMNLP 2020
Subword Language Model for Query Auto-Completion
EMNLP 2019