Dooyoung Kim

4 papers · 2024–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird

Venues

EMNLP (2) ACL (1) UAI (1)

Top co-authors

Youngjoong Ko (3) Byoung-tak Zhang (1) Sanghack Lee (1) Yunhyeok Kwak (1) Inwoo Hwang (1) Yoonjin Jang (1) Chanhoon Park (1) Seungmin Shin (1) Cho Hyeonsu (1) Dongwook Shin (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Natural Language Processing (3) Core AI (3) Application Areas (2) Applications (2) Generation (2) Deep Learning (1) Reinforcement Learning (1) Core Methods (1) Methods (1) Models (1) Optimization & Theory (1)

Keywords

language model (2) sample efficiency (1) knowledge extraction (1) question answering (1) dialogue generation (1) text generation (1) information retrieval (1) language modeling (1) toxicity detection (1) probability distribution (1) monte carlo tree search (1) factored action spaces (1) controllable generation (1) decoding strategy (1) table parsing (1) decoding method (1) attribute control (1) query generation (1) latent dynamics model (1) action abstraction (1)

Papers

DAPI: Domain Adaptive Toxicity Probe Vector Intervention, for Fine-Grained Detoxification ACL 2025 ECO Decoding: Entropy-Based Control for Controllability and Fluency in Controllable Dialogue Generation EMNLP 2025 Efficient Monte Carlo Tree Search via On-the-Fly State-Conditioned Action Abstraction UAI 2024 Hyper-QKSG: Framework for Automating Query Generation and Knowledge-Snippet Extraction from Tables and Lists EMNLP 2024