Kang Min Yoo
33 papers · 2018–2025 · 10 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (12) π Conference Polyglot (10) π Academic Marathon (7) π§ Keyword Pioneer π Renaissance Researcher (7)
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Conference Polyglot
(10)
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Dynamic Duo
(13)
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Grand Slam
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Mega-Team
(37)
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Topic Pioneer
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The Questioner
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Century Club
(33)
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Conference Pioneer
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Prolific Year
(8)
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Keyword Collector
(137)
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Unstoppable
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Conferences
EMNLP (10)
ACL (6)
NAACL (4)
AAAI (3)
NIPS (3)
COLING (2)
IJCNLP (2)
ICLR (1)
ICML (1)
INTERSPEECH (1)
Top co-authors
Keywords
large language model
(8)
in-context learning
(4)
korean language
(4)
language model
(4)
parameter-efficient fine-tuning
(3)
data augmentation
(3)
pre-trained language model
(3)
knowledge distillation
(3)
contrastive learning
(3)
model compression
(3)
few-shot learning
(3)
zero-shot learning
(2)
variational autoencoder
(2)
reward model
(2)
synthetic datum
(2)
out-of-distribution detection
(2)
transfer learning
(2)
prompt engineering
(2)
language model alignment
(2)
self-supervised learning
(2)
Papers
Token-Supervised Value Models for Enhancing Mathematical Problem-Solving Capabilities of Large Language Models
ICLR 2025
LRQ: Optimizing Post-Training Quantization for Large Language Models by Learning Low-Rank Weight-Scaling Matrices
NAACL 2025
KMMLU: Measuring Massive Multitask Language Understanding in Korean
NAACL 2025
ZeroDL: Zero-shot Distribution Learning for Text Clustering via Large Language Models
ACL 2025
Peri-LN: Revisiting Normalization Layer in the Transformer Architecture
ICML 2025
Aligning Large Language Models by On-Policy Self-Judgment
ACL 2024
Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts
EMNLP 2024
Aligning Language Models to Explicitly Handle Ambiguity
EMNLP 2024
Paralinguistics-Aware Speech-Empowered Large Language Models for Natural Conversation
NIPS 2024
Instruction Tuning with Human Curriculum
NAACL 2024
Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization
NIPS 2023
HyperT5: Towards Compute-Efficient Korean Language Modeling
ACL 2023
Critic-Guided Decoding for Controlled Text Generation
ACL 2023
Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning
ACL 2023
Prompt-Augmented Linear Probing: Scaling beyond the Limit of Few-Shot In-Context Learners
AAAI 2023
Mutual Information Divergence: A Unified Metric for Multimodal Generative Models
NIPS 2022
Attribute Injection for Pretrained Language Models: A New Benchmark and an Efficient Method
COLING 2022
Continuous Decomposition of Granularity for Neural Paraphrase Generation
COLING 2022
Generating Information-Seeking Conversations from Unlabeled Documents
EMNLP 2022
Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations
EMNLP 2022
Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble
EMNLP 2022
AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models
EMNLP 2022
Masked Summarization to Generate Factually Inconsistent Summaries for Improved Factual Consistency Checking
NAACL 2022
What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers
EMNLP 2021
Self-Guided Contrastive Learning for BERT Sentence Representations
IJCNLP 2021
Self-Guided Contrastive Learning for BERT Sentence Representations
ACL 2021
DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank Utterances
AAAI 2021
GPT3Mix: Leveraging Large-scale Language Models for Text Augmentation
EMNLP 2021
Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation
EMNLP 2020
Donβt Just Scratch the Surface: Enhancing Word Representations for Korean with Hanja
EMNLP 2019
Donβt Just Scratch the Surface: Enhancing Word Representations for Korean with Hanja
IJCNLP 2019
Data Augmentation for Spoken Language Understanding via Joint Variational Generation
AAAI 2019
Slot Filling with Delexicalized Sentence Generation
INTERSPEECH 2018