Youna Kim

6 papers · 2023–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird

Venues

ACL (3) EMNLP (2) WACV (1)

Top co-authors

Sang-goo Lee (6) Hyuhng Joon Kim (3) Hyunsoo Cho (3) Taeuk Kim (3) Junyeob Kim (2) Choonghyun Park (2) Cheonbok Park (2) Kang Min Yoo (2) Lovisa Hagström (1) Richard Johansson (1)

Research topics

Artificial Intelligence (4) Deep Learning (4) Machine Learning (4) Core AI (4) Learning Types · Machine Learning (4) Natural Language Processing (3) Applications (3) Learning Types · Deep Learning (3) Models (3) Application Areas (1) Architectures (1)

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 Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts EMNLP 2024 Aligning Language Models to Explicitly Handle Ambiguity 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