Ikhyun Cho
5 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Core Methods
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Applications
(2)
Architectures
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Learning Paradigms
(1)
Resources & Methods
(1)
Understanding
(1)
Keywords
in-context learning
(3)
large language model
(3)
text classification
(2)
sparse autoencoder
(2)
prompt engineering
(2)
language model
(1)
prompt selection
(1)
mechanistic interpretability
(1)
spatial reasoning
(1)
planning task
(1)
prompt variation
(1)
classification task
(1)
transformer language model
(1)
syntactic dependency
(1)
dependency tree
(1)
aspect-based sentiment
(1)
prompting method
(1)
feature steering
(1)
transformer model
(1)
graph neural network
(1)
Papers
On the Versatility of Sparse Autoencoders for In-Context Learning
EMNLP 2025
The Power of Bullet Lists: A Simple Yet Effective Prompting Approach to Enhancing Spatial Reasoning in Large Language Models
NAACL 2025
Toward Efficient Sparse Autoencoder-Guided Steering for Improved In-Context Learning in Large Language Models
EMNLP 2025
Tutor-ICL: Guiding Large Language Models for Improved In-Context Learning Performance
EMNLP 2024
SIR-ABSC: Incorporating Syntax into RoBERTa-based Sentiment Analysis Models with a Special Aggregator Token
EMNLP 2023