Minki Kang
14 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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Keyword Collector
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Research topics
Machine Learning
(10)
Deep Learning
(8)
Natural Language Processing
(8)
Application Areas
(8)
Artificial Intelligence
(6)
Core AI
(6)
Resources & Methods
(5)
Applications
(4)
Architectures
(4)
Learning Types Β· Deep Learning
(4)
Core Methods
(3)
Generation
(3)
Learning Types Β· Machine Learning
(2)
Models
(2)
Techniques
(2)
Keywords
question answering
(7)
model compression
(3)
knowledge distillation
(3)
hidden representation
(2)
reinforcement learning
(2)
domain adaptation
(2)
knowledge-augmented language model
(2)
large language model
(2)
language model
(2)
transformer architecture
(2)
graph neural network
(2)
data augmentation
(2)
graph pooling
(2)
language model adaptation
(1)
speech synthesis
(1)
knowledge editing
(1)
domain generalization
(1)
reading comprehension
(1)
model distillation
(1)
masked language model
(1)
Papers
HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models
ICLR 2025
SafeRoute: Adaptive Model Selection for Efficient and Accurate Safety Guardrails in Large Language Models
ACL 2025
Latent Paraphrasing: Perturbation on Layers Improves Knowledge Injection in Language Models
NeurIPS 2024
Knowledge-Augmented Language Model Verification
EMNLP 2023
Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks
NeurIPS 2023
Self-Distillation for Further Pre-training of Transformers
ICLR 2023
Sparse Token Transformer with Attention Back Tracking
ICLR 2023
ZET-Speech: Zero-shot adaptive Emotion-controllable Text-to-Speech Synthesis with Diffusion and Style-based Models
Interspeech 2023
KALA: Knowledge-Augmented Language Model Adaptation
NAACL 2022
Accurate Learning of Graph Representations with Graph Multiset Pooling
ICLR 2021
Edge Representation Learning with Hypergraphs
NeurIPS 2021
Learning to Perturb Word Embeddings for Out-of-distribution QA
ACL 2021
Neural Mask Generator: Learning to Generate Adaptive Word Maskings for Language Model Adaptation
EMNLP 2020
Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data
ACL 2019