Hyuhng Joon Kim
7 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Keyword Pioneer
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Conference Polyglot
(3)
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Cross-Pollinator
(12)
πΊοΈ
Taxonomy Completionist
(27)
Conferences
ACL (3)
EMNLP (3)
AAAI (1)
Top co-authors
Keywords
large language model
(2)
contextual knowledge
(2)
in-context learning
(2)
contrastive decoding
(2)
out-of-distribution generalization
(1)
parameter-efficient transfer learning
(1)
distribution shift
(1)
abstention mechanism
(1)
language model
(1)
out-of-distribution detection
(1)
retrieval-augmented generation
(1)
linear probing
(1)
cultural bia
(1)
out-of-distribution robustness
(1)
noise-resilient learning
(1)
multilingual evaluation
(1)
noise resilience
(1)
knowledge retrieval
(1)
open-domain question answering
(1)
noisy context
(1)
Papers
A Dual-Layered Evaluation of Geopolitical and Cultural Bias in LLMs
ACL 2025
When to Speak, When to Abstain: Contrastive Decoding with Abstention
ACL 2025
Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts
EMNLP 2024
Aligning Language Models to Explicitly Handle Ambiguity
EMNLP 2024
Prompt-Augmented Linear Probing: Scaling beyond the Limit of Few-Shot In-Context Learners
AAAI 2023
Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning
ACL 2023
Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations
EMNLP 2022