Yebowen Hu

Yebowen.Hu@ucf.edu

Bellevue, WA

My name is Yebowen Hu, third-year Ph.D. student from the University of Central Florida, fortunatly co-adviced 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 Natural Language Processing, Large Language Model 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 internship opportunity at Fall, 2024 or Spring, 2025. Feel free to reach out.

News

May 15, 2024	Two papers, SportsMetrics and InFoBench, have been accepted to ACL 2024!
May 3, 2024	Research Intern at Tencent AI Lab, Bellevue!
Oct 6, 2023	One paper has been accepted to EMNLP2023, Singarpore!
May 1, 2023	One paper has been accepted to ACL2023, Toronto!

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},
}

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},
}