Papers by Yu-Heng Hong
An adaptable task-oriented dialog system for stand-alone embedded devices (P19-3)
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Long Duong, Vu Cong Duy Hoang, Tuyen Quang Pham, Yu-Heng Hong, Vladislavs Dovgalecs, Guy Bashkansky, Jason Black, Andrew Bleeker, Serge Le Huitouze, Mark Johnson
| Challenge: | a proposed speech-based task-oriented dialogue system is built on a small embedded device . the system does not require internet connectivity because all components run locally on the device - a cost-effective solution . |
| Approach: | They propose a spoken-language end-to-end task-oriented dialogue system for small embedded devices such as home appliances. |
| Outcome: | The proposed system is based on a demo run offline on swiss raspberry pi . it eliminates privacy risks and eliminates server costs and latency . |
Mastering the Craft of Data Synthesis for CodeLLMs (2025.naacl-long)
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Meng Chen, Philip Arthur, Qianyu Feng, Cong Duy Vu Hoang, Yu-Heng Hong, Mahdi Kazemi Moghaddam, Omid Nezami, Duc Thien Nguyen, Gioacchino Tangari, Duy Vu, Thanh Vu, Mark Johnson, Krishnaram Kenthapadi, Don Dharmasiri, Long Duong, Yuan-Fang Li
| Challenge: | Large language models (LLMs) have shown impressive performance in code understanding and generation. |
| Approach: | They propose a systematic review of large language models and their taxonomy and propose specialized LLMs for code-related tasks. |
| Outcome: | The proposed models have shown to be highly effective in coding tasks. |