Hyopil Shin
13 papers · 2010–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (23) 💎 Century Club · Bronze
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Research topics
Natural Language Processing
(6)
Artificial Intelligence
(5)
Core AI
(5)
Deep Learning
(4)
Machine Learning
(4)
Resources & Methods
(4)
Understanding
(3)
Application Areas
(2)
Applications
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Architectures
(1)
Keywords
large language model
(3)
named entity recognition
(2)
korean language
(2)
self-attention mechanism
(1)
attention mechanism
(1)
knowledge transfer
(1)
text classification
(1)
model evaluation
(1)
response consistency
(1)
sentiment classification
(1)
bert model
(1)
model interpretability
(1)
instruction tuning
(1)
medical nlp
(1)
semantic task
(1)
corpus creation
(1)
parameter-efficient fine-tuning
(1)
mixture of expert
(1)
multilingual nlp
(1)
transfer learning
(1)
Papers
MoFE: Mixture of Frozen Experts Architecture
NAACL 2025
P-CoT: A Pedagogically-motivated Participatory Chain-of-Thought Prompting for Phonological Reasoning in LLMs
ACL 2025
RCScore: Quantifying Response Consistency in Large Language Models
EMNLP 2025
A Study on How Attention Scores in the BERT Model Are Aware of Lexical Categories in Syntactic and Semantic Tasks on the GLUE Benchmark
COLING 2024
Enhancing Self-Attention via Knowledge Fusion: Deriving Sentiment Lexical Attention from Semantic-Polarity Scores
NAACL 2024
KIT-19: A Comprehensive Korean Instruction Toolkit on 19 Tasks for Fine-Tuning Korean Large Language Models
COLING 2024
Korean Bio-Medical Corpus (KBMC) for Medical Named Entity Recognition
COLING 2024
The Korean Morphologically Tight-Fitting Tokenizer for Noisy User-Generated Texts
EMNLP 2021
Do We Really Need Lexical Information? Towards a Top-down Approach to Sentiment Analysis of Product Reviews
NAACL 2015
Identification of Implicit Topics in Twitter Data Not Containing Explicit Search Queries
COLING 2014
Applying Graph-based Keyword Extraction to Document Retrieval
IJCNLP 2013
Romanization-based Approach to Morphological Analysis in Korean SMS Text Processing
IJCNLP 2013
Language-Specific Sentiment Analysis in Morphologically Rich Languages
COLING 2010