Donghyun Kwak
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Speech Recognition and Synthesis
Most-Cited Works
- → Multimodal Residual Learning for Visual QA(2016)209 cited
- → NSML: A Machine Learning Platform That Enables You to Focus on Your Models(2017)70 cited
- Dual-memory deep learning architectures for lifelong learning of everyday human behaviors(2016)
- → Building a Role Specified Open-Domain Dialogue System Leveraging Large-Scale Language Models(2022)28 cited
- → Keep Me Updated! Memory Management in Long-term Conversations(2022)20 cited
- → Integration of Pre-Trained Networks with Continuous Token Interface for End-to-End Spoken Language Understanding(2022)16 cited
- → Tripartite Heterogeneous Graph Propagation for Large-scale Social Recommendation(2019)14 cited
- → Aligning Large Language Models through Synthetic Feedback(2023)12 cited
- → What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers(2021)11 cited