Mark G. Lee
9 papers · 2003–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Ultra 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (21) ⚡ Prolific Year · Productive
🚀
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Natural Language Processing
(5)
Core AI
(5)
Deep Learning
(4)
Application Areas
(4)
Learning Types · Deep Learning
(4)
Resources & Methods
(3)
Applications
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Generation
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
singular value decomposition
(2)
large language model
(2)
parameter reduction
(2)
natural language processing
(1)
machine translation
(1)
in-context learning
(1)
knowledge distillation
(1)
question generation
(1)
inference speed
(1)
low-rank matrices
(1)
fisher information matrix
(1)
bayesian optimization
(1)
bleu score
(1)
bias mitigation
(1)
reward model
(1)
language model
(1)
mixture of expert
(1)
retrieval-augmented generation
(1)
bias detection
(1)
style transfer
(1)
Papers
Capturing Classic Authorial Style in Long-Form Story Generation with GRPO Fine-Tuning
CoNLL 2026
BayesKD: Bayesian Knowledge Distillation for Compact LLMs in Constrained Fine-tuning Scenarios
ACL 2025
Bias Attribution in Filipino Language Models: Extending a Bias Interpretability Metric for Application on Agglutinative Languages
ACL 2025
Comparative Evaluation of Machine Translation Models Using Human-Translated Social Media Posts as References: Human-Translated Datasets
NAACL 2025
Delta Decompression for MoE-based LLMs Compression
ICML 2025
MoE-SVD: Structured Mixture-of-Experts LLMs Compression via Singular Value Decomposition
ICML 2025
OldJoe at AVeriTeC: In-context learning for fact-checking
ACL 2025
Social Bias in Multilingual Language Models: A Survey
EMNLP 2025
Domain-transcending mappings in a system for metaphorical reasoning
EACL 2003