Donghyun Kwak

Most-cited papers

1. What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers

   Boseop Kim, Hyoungseok Kim, Sang-Woo Lee, Gichang Lee +33 more

   2021Conference on Empirical Methods in Natural Language Processing137 citations Open access

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2. Online Difficulty Filtering for Reasoning Oriented Reinforcement Learning

   Sanghwan Bae, Jiwoo Hong, Min Young Lee, Hanbyul Kim +2 more

   2025Conference of the European Chapter of the Association for Computational Linguistics121 citations

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3. Aligning Large Language Models through Synthetic Feedback

   Sungdong Kim, Sanghwan Bae, Jamin Shin, Soyoung Kang +3 more

   2023Conference on Empirical Methods in Natural Language Processing95 citations Open access

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4. Keep Me Updated! Memory Management in Long-term Conversations

   Sanghwan Bae, Donghyun Kwak, Soyoung Kang, Min Young Lee +6 more

   2022Conference on Empirical Methods in Natural Language Processing95 citations Open access

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5. Building a Role Specified Open-Domain Dialogue System Leveraging Large-Scale Language Models

   Sanghwan Bae, Donghyun Kwak, Sungdong Kim, Dong-hoon Ham +3 more

   2022North American Chapter of the Association for Computational Linguistics52 citations Open access

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6. Integration of Pre-Trained Networks with Continuous Token Interface for End-to-End Spoken Language Understanding

   S. Seo, Donghyun Kwak, Bowon Lee

   2021IEEE International Conference on Acoustics, Speech, and Signal Processing37 citations

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7. Speech to Text Adaptation: Towards an Efficient Cross-Modal Distillation

   Won Ik Cho, Donghyun Kwak, J. Yoon, N. Kim

   2020Interspeech27 citations Open access

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8. Tripartite Heterogeneous Graph Propagation for Large-scale Social Recommendation

   Kyung-Min Kim, Donghyun Kwak, Hanock Kwak, Young-Jin Park +6 more

   2019ACM Conference on Recommender Systems20 citations

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9. HyperCLOVA X Technical Report

   Kang Min Yoo, Jaegeun Han, Sookyo In, Heewon Jeon +373 more

   2024arXiv.org19 citations

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10. Advancing Event Forecasting through Massive Training of Large Language Models: Challenges, Solutions, and Broader Impacts

    Sang-Woo Lee, Sohee Yang, Donghyun Kwak, N. Siegel

    2025arXiv.org9 citations

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11. Can Current Task-oriented Dialogue Models Automate Real-world Scenarios in the Wild?

    Sang-Woo Lee, Sungdong Kim, Donghyeon Ko, Dong-hoon Ham +8 more

    2022arXiv.org2 citations Open access

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12. KoSimpleQA: A Korean Factuality Benchmark with an Analysis of Reasoning LLMs

    Donghyeon Ko, Ye Jin, Kyubyung Chae, Byungwook Lee +5 more

    2025arXiv.org1 citations

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13. Building Helpful-Only Large Language Models: A Complete Approach from Motivation to Evaluation

    Donghyeon Ko, Sohee Yang, Donghyun Kwak, Sang-Woo Lee

    2025IJCNLP-AACL0 citations Open access

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