Seonghyeon Lee
10 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (35) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🤝 Dynamic Duo (10)
🌈
Renaissance Researcher
(5)
🔥
Unstoppable · Bronze
❓
The Questioner
💎
Century Club · Bronze
🗃️
Keyword Collector
(51)
Venues
Top co-authors
Research topics
Machine Learning
(9)
Natural Language Processing
(7)
Learning Types · Machine Learning
(5)
Deep Learning
(4)
Core Methods
(4)
Generation
(4)
Artificial Intelligence
(3)
Core AI
(3)
Learning Types · Deep Learning
(3)
Resources & Methods
(3)
Application Areas
(2)
Applications
(2)
Architectures
(2)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Keywords
large language model
(3)
code generation
(3)
language model
(3)
auxiliary function
(2)
feature learning
(2)
self-supervised learning
(1)
optimal transport
(1)
benchmark evaluation
(1)
adversarial training
(1)
ontology learning
(1)
instruction tuning
(1)
time series classification
(1)
dynamic time warping
(1)
hierarchical structure
(1)
text classification
(1)
feature aggregation
(1)
inference optimization
(1)
conversational ai
(1)
convolutional neural network
(1)
data augmentation
(1)
Papers
How Diversely Can Language Models Solve Problems? Exploring the Algorithmic Diversity of Model-Generated Code
EMNLP 2025
Verbosity-Aware Rationale Reduction: Sentence-Level Rationale Reduction for Efficient and Effective Reasoning
ACL 2025
Eliciting Instruction-tuned Code Language Models’ Capabilities to Utilize Auxiliary Function for Code Generation
EMNLP 2024
Exploring Language Model’s Code Generation Ability with Auxiliary Functions
NAACL 2024
KoDialogBench: Evaluating Conversational Understanding of Language Models with Korean Dialogue Benchmark
COLING 2024
Learning Topology-Specific Experts for Molecular Property Prediction
AAAI 2023
Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation
EMNLP 2022
Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning
ACL 2022
Learnable Dynamic Temporal Pooling for Time Series Classification
AAAI 2021
OoMMix: Out-of-manifold Regularization in Contextual Embedding Space for Text Classification
ACL 2021