Donghyun Kwak
10 papers · 2016–2026 · 8 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot (6) 🏃 Academic Marathon (9) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (12)
🐝
Cross-Pollinator
(12)
🌈
Renaissance Researcher
(6)
🌉
Interdisciplinary Bridge
🌱
Topic Pioneer
🧬
Topic Evolution
👥
Mega-Team
(37)
❓
The Questioner
💎
Century Club
(10)
📈
Trend Setter
Conferences
EMNLP (3)
AACL (1)
CVPR (1)
EACL (1)
IJCNLP (1)
INTERSPEECH (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
large language model
(5)
reinforcement learning
(4)
dialogue system
(2)
in-context learning
(2)
safety alignment
(2)
few-shot learning
(2)
policy optimization
(1)
question answering
(1)
sample efficiency
(1)
knowledge distillation
(1)
mathematical reasoning
(1)
reward modeling
(1)
prompt engineering
(1)
text generation
(1)
cross-modal learning
(1)
visual question answering
(1)
multimodal learning
(1)
spoken language understanding
(1)
visual dialog
(1)
information retrieval
(1)
Papers
Online Difficulty Filtering for Reasoning Oriented Reinforcement Learning
EACL 2026
Building Helpful-Only Large Language Models: A Complete Approach from Motivation to Evaluation
AACL 2025
Building Helpful-Only Large Language Models: A Complete Approach from Motivation to Evaluation
IJCNLP 2025
The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training
CVPR 2023
Aligning Large Language Models through Synthetic Feedback
EMNLP 2023
Keep Me Updated! Memory Management in Long-term Conversations
EMNLP 2022
Building a Role Specified Open-Domain Dialogue System Leveraging Large-Scale Language Models
NAACL 2022
What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers
EMNLP 2021
Speech to Text Adaptation: Towards an Efficient Cross-Modal Distillation
INTERSPEECH 2020
Multimodal Residual Learning for Visual QA
NIPS 2016