Hi there, I am Zhibo Man (满志博), you can call me “Owen”. I am currently a Ph.D. student at Beijing Jiaotong University (BJTU), where I was advised by Prof. Yujie Zhang. My research interests lie broadly in natural language processing (NLP), machine translation (MT), large language models (LLMs). My research is driven by a long-standing interest in computational linguistics (CL), with a particular focus on leveraging linguistic knowledge to advance natural language processing tasks.

🔥 News

• 2025.11.15:  🎉 I am currently a visiting student at the iNLP lab of the Singapore University of Technology and Design (SUTD), supervised by Prof. Wenxuan Zhang.

• 2025.08.20:  🎉 Two papers were accepted by EMNLP 2025.

📝 Publications

(Google Scholar)

• EMNLP 2025 DMDTEval: An Evaluation and Analysis of LLMs on Disambiguation in Multi-domain Translation

  Zhibo Man, Yuanmeng Chen, Yujie Zhang, Jinan Xu

• EMNLP-Findings 2025 SoT: Structured-of-Thought Prompting Guides Multilingual Reasoning in Large Language Models

  Rui Qi, Zhibo Man, Yufeng Chen, Fengran Mo, Jinan Xu, Kaiyu Huang

• IEEE TASLP 2025 CCKA: Continual Cross-Domain Knowledge Adaptation for Multi-Domain Machine Translation

  Zhibo Man, Yujie Zhang, Yuanmeng Chen, Yufeng Chen, Jinan Xu

• CCL 2025 Word Semantic Disambiguation via Topic Steering in Multi-Domain Translation

  Zhibo Man, Yujie Zhang, Yuanmeng Chen, Yufeng Chen, Jinan Xu

• SIGIR 2025 Dual Debiasing in LLM-based Recommendation

  Sijin Lu, Zhibo Man, Fangyuan Luo, Jun Wu

• EMNLP-Findings 2024 ICL: Iterative Continual Learning for Multi-domain Neural Machine Translation

  Zhibo Man, Kaiyu Huang, Yujie Zhang, Yuanmeng Chen, Yufeng Chen, Jinan Xu

• CCL 2024 A k-Nearest-Neighbor Machine Translation Method Combining Certainty Factor and Region Density

  Rui, Qi, Xiangyu Shi, Zhibo Man, Jinan Xu, and Yufeng Chen

• ACM TALLIP 2024 An Ensemble Strategy with Gradient Conflict for Multi-Domain Neural Machine Translation

  Zhibo Man, Yujie Zhang, Yu Li, Yuanmeng Chen, Yufeng Chen, and Jinan Xu

• IEEE TASLP 2023 WDSRL: Multi-domain neural machine translation with word-level domain-sensitive representation learning

  Zhibo Man, Zengcheng Huang, Yujie Zhang, Yu Li, Yuanmeng Chen, Yufeng Chen, Jinan Xu

• MT SUMMIT 2023 Exploring Domain-shared and Domain-specific Knowledge in Multi-domain Neural Machine Translation

  Zhibo Man, Yujie Zhang, Yuanmeng Chen, Yufeng Chen, Jinan Xu

💻 Work Experiences

• 2023.12 – 2024.04:  🇨🇳 Research Intern, Lenovo AI Research.

  - Lab: Group Intelligent Decision

  - Project: LLM-based Agent

• 2021.10 – 2022.01:  🇨🇳 Research Intern, Langboat Tech.

  - Project: Machine Translation

💼 Services

• Conference Reviewer: ACL Rolling Review (ACL, EMNLP, NAACL, etc.), CCMT 2025.
• Journal Reviewer: Natural Language Processing (NLP), Applied Intelligence (APIN), ACM Transactions on Asian and Low-Resource Language Information Processing (ACM TALLIP).

🪽 Beyond Academics

• I love reading and traveling. I long for a free and independent life, and I hope that in the future I can have my own little shop 😄, something like a café ☕️ or a bookstore 📖.