Yebowen Hu (胡叶博文)

Yebowen.Hu@ucf.edu

Orlando, Florida, US

My name is Yebowen Hu, a final-year Ph.D. student from the University of Central Florida, fortunately co-advised by Prof. Fei Liu and Prof. Hassan Foroosh. Before I join UCF, I received my M.S. degree from University of Florida, Gainesville FL, major in Electrical and Computer Engineering. Even earlier, I got my B.S. degree from Central South University, Changsha China, major in Electrical Automation and Engineering.

I am passionate about researching topics on LLM Evaluation, Agentic Framework, and Summarization (Information fusion). Through my research, I aim to contribute meaningful insights to this area of research and shaping the future AI assist agents for social benifits.

Actively looking for a Full-Time opportunity starting from Spring 2026. Feel free to reach out

News

Aug 1, 2025	One paper, DeFine, has been accepted to ACL2025, Vienna, Austria! 🎶
May 4, 2025	Research Intern at Zoom GenAI and VerticalAI, my third summer in Bellevue! ☀️
Apr 24, 2025	One paper, Strux, has been accepted to NAACL2025, Albuquerque, New Mexico! 🥽💎🧪🥼👨🎩😎
May 15, 2024	Two papers, SportsMetrics and InFoBench, have been accepted to ACL 2024!

Selected Publications

SportsMetrics: Blending Text and Numerical Data to Understand Information Fusion in LLMs

Yebowen Hu, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Hassan Foroosh, Dong Yu, and Fei Liu

Main conference of the 62st Annual Meeting of the Association for Computational Linguistics (ACL 2024), Aug 2024

Bib HTML

@article{hu2024sportsmetrics,
  title = {SportsMetrics: Blending Text and Numerical Data to Understand Information Fusion in LLMs},
  author = {Hu, Yebowen and Song, Kaiqiang and Cho, Sangwoo and Wang, Xiaoyang and Foroosh, Hassan and Yu, Dong and Liu, Fei},
  journal = {Main conference of the 62st Annual Meeting of the Association for Computational Linguistics (ACL 2024)},
  month = aug,
  year = {2024},
  huggingface = {https://huggingface.co/datasets/huuuyeah/SportsMetrics},
}

InFoBench: Evaluating Instruction Following Ability in Large Language Models

Yiwei Qin, Kaiqiang Song, Yebowen Hu, Wenlin Yao, Sangwoo Cho, Xiaoyang Wang, Xuansheng Wu, Fei Liu, Pengfei Liu, and Dong Yu

Findings of the 62st Annual Meeting of the Association for Computational Linguistics (ACL 2024), Aug 2024

Bib HTML

@article{qin2024infobench,
  title = {InFoBench: Evaluating Instruction Following Ability in Large Language Models},
  author = {Qin, Yiwei and Song, Kaiqiang and Hu, Yebowen and Yao, Wenlin and Cho, Sangwoo and Wang, Xiaoyang and Wu, Xuansheng and Liu, Fei and Liu, Pengfei and Yu, Dong},
  journal = {Findings of the 62st Annual Meeting of the Association for Computational Linguistics (ACL 2024)},
  month = aug,
  year = {2024},
  url = {https://arxiv.org/abs/2401.03601},
}

DecipherPref: Analyzing Influential Factors in Human Preference Judgments via GPT-4

Yebowen Hu, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Hassan Foroosh, and Fei Liu

The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023), Dec 2023

Bib HTML

@article{hu-etal-2023-decipherpref,
  title = {DecipherPref: Analyzing Influential Factors in Human Preference Judgments via GPT-4},
  author = {Hu, Yebowen and Song, Kaiqiang and Cho, Sangwoo and Wang, Xiaoyang and Foroosh, Hassan and Liu, Fei},
  journal = {The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023)},
  month = dec,
  year = {2023},
  address = {Singapore},
  url = {https://aclanthology.org/2023.emnlp-main.519},
  doi = {10.18653/v1/2023.emnlp-main.519},
  pages = {8344--8357},
}

MeetingBank: A Benchmark Dataset for Meeting Summarization

Yebowen Hu, Timothy Ganter, Hanieh Deilamsalehy, Franck Dernoncourt, Hassan Foroosh, and Fei Liu

The 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023), Jul 2023

Bib HTML

@article{hu-etal-2023-meetingbank,
  title = {MeetingBank: A Benchmark Dataset for Meeting Summarization},
  author = {Hu, Yebowen and Ganter, Timothy and Deilamsalehy, Hanieh and Dernoncourt, Franck and Foroosh, Hassan and Liu, Fei},
  journal = {The 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023)},
  month = jul,
  year = {2023},
  address = {Toronto, Canada},
  url = {https://aclanthology.org/2023.acl-long.906},
  doi = {10.18653/v1/2023.acl-long.906},
  pages = {16409--16423},
  huggingface = {https://huggingface.co/datasets/huuuyeah/meetingbank},
}