Hi! I am an algorithm engineer at Ant Group beginning from 2022. Prior to Ant Group, I got my M.S degree in Peking University, supervised by Prof. Rui Yan and Prof. Dongyan Zhao.

My research interest includes retrieval for searching, summarization, text generation and LLM for science. If you are seeking any form of academic cooperation or have any questions for me, please feel free to email me at limingzhe.lmz@antgroup.com.

🔥 News

• 2024.03: 🎉 One paper is accepted by SIGIR 2024
• 2023.10: One paper is accepted by WSDM 2024
• 2023.05: Two papers are accepted by ACL 2023
• 2023.02: One paper is accepted by SIGIR 2023

📝 Publications

🔍 Searching

• WSDM 2024 Multi-Intent Attribute-Aware Text Matching in Searching, Mingzhe Li, Xiuying Chen, Jing Xiang, Qishen Zhang, Changsheng Ma, Chenchen Dai, Jinxiong Chang, Zhongyi Liu, Guannan Zhang.

• ACL 2022 Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation, Mingzhe Li, XieXiong Lin, Xiuying Chen, Jinxiong Chang, Qishen Zhang, Feng Wang, Taifeng Wang, Zhongyi Liu, Wei Chu, Dongyan Zhao, Rui Yan.

• CIKM 2022 Personalized Query Suggestion with Searching Dynamic Flow for Online Recruitment, Zile Zhou, Xiao Zhou, Mingzhe Li, Yang Song, Tao Zhang, Rui Yan.

🧑‍🎨 Text Generation Application

• SIGIR 2022 Target-aware Abstractive Related Work Generation with Contrastive Learning, Xiuying Chen, Hind Alamro, Mingzhe Li, Shen Gao, Rui Yan, Xin Gao, Xiangliang Zhang. Code

• ACL 2021 Capturing Relations between Scientific Papers: An Abstractive Model for Related Work Section Generation, Xiuying Chen, Hind Alamro, Mingzhe Li, Shen Gao, Xiangliang Zhang, Dongyan Zhao, Rui Yan. Code

• AAAI 2020 The Style-Content Duality of Attractiveness: Learning to Write Eye-Catching Headlines via Disentanglement, Mingzhe Li, Xiuying Chen, Min Yang, Shen Gao, Dongyan Zhao, Rui Yan

• EMNLP 2020 VMSMO: Learning to Generate Multimodal Summary for Video-based News Articles, Mingzhe Li, Xiuying Chen, Shen Gao, Zhangming Chan, Dongyan Zhao, Rui Yan.

📚 Summarization

• TASLP 2024Write Summary Step-by-Step: A Pilot Study of Stepwise Summarization, Xiuying Chen, Shen Gao, Mingzhe Li, Qingqing Zhu, Xin Gao, Xiangliang Zhang.

• ACL 2023 Improving the Robustness of Summarization Systems with Dual Augmentation, Xiuying Chen, Guodong Long, Chongyang Tao, Mingzhe Li, Xin Gao, Chengqi Zhang, Xiangliang Zhang. Code

• SIGIR 2023 A Topic-aware Summarization Framework with Different Modal Side Information, Xiuying Chen*, Mingzhe Li*, Shen Gao, Xin Cheng, Qiang Yang, Qishen Zhang, Xin Gao, Xiangliang Zhang.

• EMNLP 2022 Scientific Paper Extractive Summarization Enhanced by Citation Graphs, Xiuying Chen*, Mingzhe Li*, Shen Gao, Rui Yan, Xin Gao, Xiangliang Zhang.

• NeurIPS 2022 Towards Improving Faithfulness in Abstractive Summarization, Xiuying Chen, Mingzhe Li, Xin Gao, Xiangliang Zhang. Code

• TOIS 2022 Follow the Timeline! Generating Abstractive and Extractive Timeline Summary in Chronological Order, Xiuying Chen*, Mingzhe Li*, Shen Gao, Zhangming Chan, Dongyan Zhao, Xin Gao, Xiangliang Zhang, Rui Yan. Code

🎙 Dialog System

• ACL 2023 Dialogue Summarization with Static-Dynamic Structure Fusion Graph, Shen Gao, Xin Cheng, Mingzhe Li, Xiuying Chen, Jinpeng Li, Dongyan Zhao, Rui Yan.

• WSDM 2023 EZInterviewer: To Improve Job Interview Performance with Mock Interview Generator, Mingzhe Li, Xiuying Chen, Weiheng Liao, Yang Song, Tao Zhang, Dongyan Zhao, Rui Yan.

• AAAI 2023 Learning towards Selective Data Augmentation for Dialogue Generation, Xiuying Chen*, Mingzhe Li*, Jiayi Zhang, Xiaoqiang Xia, Chen Wei, Jianwei Cui, Xin Gao, Xiangliang Zhang, Rui Yan.

🎖 Awards

• 2022 Outstanding Graduate, Beijing
• 2022 Outstanding Graduate of Peking University, Peking University
• 2020-2021 Excellence in Learning Award, Peking University
• 2020-2021 Academic Excellence Scholarship, Peking University
• 2019 Outstanding Graduates, Xidian University
• 2016-2018 National Scholarship, Xidian University

💻 Internships

• 2021.05 - 2021.11, Ant Group, Beijing. Mentor: [Qishen Zhang]
• 2020.10 - 2021.05, Boss Zhipin, Beijing. Mentor: [Yang Song & Tao Zhang]

⭐ Services

• 2024, Program Committee, ACL, EACL, CIKM.
• 2023, Program Committee, WWW, SIGIR, EACL, SDM, NLPCC.
• 2022, Program Committee, KDD, WWW, SIGIR, NLPCC.