Hyoungseok Kim
4 papers · 2019–2022 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (13) π£ Hot Topic Early Bird π₯ Mega-Team Β· Squad
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The Questioner
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Trend Setter
Top co-authors
Research topics
Artificial Intelligence
(2)
Deep Learning
(2)
Machine Learning
(2)
Natural Language Processing
(2)
Core AI
(2)
Learning Types Β· Machine Learning
(2)
Models
(2)
Reinforcement Learning
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types Β· Deep Learning
(1)
Methods
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
few-shot learning
(2)
in-context learning
(2)
zero-shot learning
(2)
large language model
(2)
mutual information
(1)
representation learning
(1)
foundation model
(1)
sparse reward
(1)
pretraining corpus
(1)
generative pre-trained transformer
(1)
korean language
(1)
forward prediction
(1)
intrinsic motivation
(1)
reinforcement learning
(1)
prompt engineering
(1)
language modeling
(1)
Papers
On the Effect of Pretraining Corpora on In-context Learning by a Large-scale Language Model
NAACL 2022
What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers
EMNLP 2021
Model-Agnostic Boundary-Adversarial Sampling for Test-Time Generalization in Few-Shot learning
ECCV 2020
EMI: Exploration with Mutual Information
ICML 2019