Publications

2025

1. 

   DeFine: Decision-Making with Analogical Reasoning over Factor Profiles

   Yebowen Hu, Xiaoyang Wang, Wenlin Yao, Yiming Lu, Daoan Zhang, Hassan Foroosh, Dong Yu, and Fei Liu

   The 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025), 2025

   Bib HTML

   @article{hu-etal-2025-define,
     title = {{D}e{F}ine: Decision-Making with Analogical Reasoning over Factor Profiles},
     author = {Hu, Yebowen and Wang, Xiaoyang and Yao, Wenlin and Lu, Yiming and Zhang, Daoan and Foroosh, Hassan and Yu, Dong and Liu, Fei},
     journal = {The 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025)},
     year = {2025},
     huggingface = {https://huggingface.co/datasets/huuuyeah/DeFine}
   }

2. 

   Complex Logical Instruction Generation

   Mian Zhang, Shujian Liu, Sixun Dong, Ming Yin, Yebowen Hu, Xun Wang, Steven Ma, Song Wang, Sathish Reddy Indurthi, Haoyun Deng, Zhiyu Zoey Chen, and Kaiqiang Song

   2025

   arXiv

3. 

   LiveMCP-101: Stress Testing and Diagnosing MCP-enabled Agents on Challenging Queries

   Ming Yin, Dinghan Shen, Silei Xu, Jianbing Han, Sixun Dong, Mian Zhang, Yebowen Hu, Shujian Liu, Simin Ma, Song Wang, Sathish Reddy Indurthi, Xun Wang, Yiran Chen, and Kaiqiang Song

   2025

   arXiv

4. 

   TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning

   Simin Ma, Shujian Liu, Jun Tan, Yebowen Hu, Song Wang, Sathish Reddy Indurthi, Sanqiang Zhao, Liwei Wu, Jianbing Han, and Kaiqiang Song

   2025

   arXiv

2024

1. 

   STRUX: An LLM for Decision-Making with Structured Explanations

   Yiming Lu, Yebowen Hu, Hassan Foroosh, Wei Jin, and Fei Liu

   2024

   HTML

2. 

   When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives

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

   In Submission to EMNLP’24, 2024

   Bib HTML

   @article{hu2024reasoningmeetsinformationaggregation,
     title = {When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives},
     author = {Hu, Yebowen and Song, Kaiqiang and Cho, Sangwoo and Wang, Xiaoyang and Yao, Wenlin and Foroosh, Hassan and Yu, Dong and Liu, Fei},
     journal = {In Submission to EMNLP'24},
     year = {2024},
     huggingface = {https://huggingface.co/datasets/huuuyeah/SportsGen}
   }

3. 

   BadRAG: Identifying Vulnerabilities in Retrieval Augmented Generation of Large Language Models

   Jiaqi Xue, Mengxin Zheng, Yebowen Hu, Fei Liu, Xun Chen, and Qian Lou

   In Submission to NeurIPS’24, 2024

   Bib HTML

   @article{xue2024badragidentifyingvulnerabilitiesretrieval,
     title = {BadRAG: Identifying Vulnerabilities in Retrieval Augmented Generation of Large Language Models},
     author = {Xue, Jiaqi and Zheng, Mengxin and Hu, Yebowen and Liu, Fei and Chen, Xun and Lou, Qian},
     journal = {In Submission to NeurIPS'24},
     year = {2024},
   }

4. 

   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},
   }

5. 

   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},
   }

2023

1. 

   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},
   }

2. 

   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},
   }