Hyeonmok Ko
6 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (21) π Academic Marathon (5) π Interdisciplinary Bridge π Conference Polyglot (4) π Cross-Pollinator (15)
π§
Keyword Pioneer
π
Keyword Champion
(2)
Conferences
EMNLP (3)
AAAI (1)
AACL (1)
COLING (1)
Top co-authors
Keywords
large language model
(3)
model merging
(3)
low-rank adaptation
(2)
multi-task learning
(2)
model compression
(2)
compositional multi-tasking
(2)
parameter-efficient fine-tuning
(2)
on-device deployment
(2)
on-device inference
(2)
positional encoding
(1)
parameter efficiency
(1)
retrieval-augmented generation
(1)
length extrapolation
(1)
pretrained language model
(1)
performance degradation
(1)
multi-domain dialogue
(1)
conversation modeling
(1)
low-rank adapter
(1)
adapter merging
(1)
contextual augmentation
(1)
Papers
Hansel: Output Length Controlling Framework for Large Language Models
AAAI 2025
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging
EMNLP 2025
Efficient Compositional Multi-tasking for On-device Large Language Models
EMNLP 2025
On-device System of Compositional Multi-tasking in Large Language Models
EMNLP 2025
Multi-Domain Dialogue State Tracking By Neural-Retrieval Augmentation
AACL 2022
Contextual Augmentation of Pretrained Language Models for Emotion Recognition in Conversations
COLING 2020