Youna Kim
6 papers · 2023–2026 · 3 conferences · across top CS/AI conferences
Achievements
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๐ Cross-Pollinator (4) ๐งญ Keyword Pioneer ๐ Conference Polyglot (3) ๐ Interdisciplinary Bridge ๐บ๏ธ Taxonomy Completionist (20)
๐ฃ
Hot Topic Early Bird
๐
Keyword Champion
(2)
Conferences
ACL (3)
EMNLP (2)
WACV (1)
Top co-authors
Keywords
contrastive decoding
(2)
contextual knowledge
(2)
retrieval-augmented generation
(2)
question answering
(1)
image synthesis
(1)
language model alignment
(1)
weak supervision
(1)
out-of-distribution generalization
(1)
abstention mechanism
(1)
language model
(1)
generative adversarial network
(1)
scene generation
(1)
multi-scale learning
(1)
knowledge retrieval
(1)
open-domain question answering
(1)
fact checking
(1)
noisy context
(1)
parametric knowledge
(1)
knowledge source
(1)
ambiguity detection
(1)
Papers
CUB: Benchmarking Context Utilisation Techniques for Language Models
ACL 2026
When to Speak, When to Abstain: Contrastive Decoding with Abstention
ACL 2025
Aligning Language Models to Explicitly Handle Ambiguity
EMNLP 2024
Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts
EMNLP 2024
CELDA: Leveraging Black-box Language Model as Enhanced Classifier without Labels
ACL 2023
Multi-Scale Contrastive Learning for Complex Scene Generation
WACV 2023