Choonghyun Park
5 papers · 2022–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(20)
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Research topics
Keywords
out-of-distribution detection
(3)
language model
(2)
domain generalization
(1)
domain adaptation
(1)
ensemble learning
(1)
natural language processing
(1)
model robustness
(1)
intent classification
(1)
language model alignment
(1)
natural language understanding
(1)
out-of-distribution generalization
(1)
parameter-efficient transfer learning
(1)
distribution shift
(1)
distributional shift
(1)
pre-trained language model
(1)
retrieval-augmented generation
(1)
out-of-distribution robustness
(1)
open-domain question answering
(1)
noisy context
(1)
temporal shift
(1)
Papers
Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts
EMNLP 2024
Aligning Language Models to Explicitly Handle Ambiguity
EMNLP 2024
Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning
ACL 2023
Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP
EMNLP 2023
Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble
EMNLP 2022