Mingzhe Li

40 papers A* 8A 3Journal 22Unranked 7
YearRankTypeTitle / Venue / Authors
2026 A* conf
ManipLVM-R1: Reinforcement Learning for Reasoning in Embodied Manipulation with Large Vision-Language Models.
AAAI
Zirui Song, Guangxian Ouyang, Mingzhe Li, Yuheng Ji, Chenxi Wang, Zixiang Xu, Zeyu Zhang, Xiaoqing Zhang, Qian Jiang, Fengxian Ji, Zhenhao Chen, Zhongzhi Li, Xiuying Chen
2025 — conf
Flipping Knowledge Distillation: Leveraging Small Models' Expertise to Enhance LLMs in Text Matching.
ACL (1)
Mingzhe Li, Jing Xiang, Qishen Zhang, Kaiyang Wan, Xiuying Chen
2025 J jnl
Flipping Knowledge Distillation: Leveraging Small Models' Expertise to Enhance LLMs in Text Matching.
CoRR
Mingzhe Li, Jing Xiang, Qishen Zhang, Kaiyang Wan, Xiuying Chen
2025 — conf
Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey.
EMNLP (Findings)
Zirui Song, Bin Yan, Yuhan Liu, Miao Fang, Mingzhe Li, Rui Yan, Xiuying Chen
2025 J jnl
Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey.
CoRR
Zirui Song, Bin Yan, Yuhan Liu, Miao Fang, Mingzhe Li, Rui Yan, Xiuying Chen
2025 J jnl
ManipLVM-R1: Reinforcement Learning for Reasoning in Embodied Manipulation with Large Vision-Language Models.
CoRR
Zirui Song, Guangxian Ouyang, Mingzhe Li, Yuheng Ji, Chenxi Wang, Zixiang Xu, Zeyu Zhang, Xiaoqing Zhang, Qian Jiang, Zhenhao Chen, Zhongzhi Li, Rui Yan, Xiuying Chen
2025 J jnl
Pastiche Novel Generation Creating: Fan Fiction You Love in Your Favorite Author's Style.
CoRR
Xueran Han, Yuhan Liu, Mingzhe Li, Wei Liu, Sen Hu, Rui Yan, Zhiqiang Xu, Xiuying Chen
2025 J jnl
When Personalization Tricks Detectors: The Feature-Inversion Trap in Machine-Generated Text Detection.
CoRR
Lang Gao, Xuhui Li, Chenxi Wang, Mingzhe Li, Wei Liu, Zirui Song, Jinghui Zhang, Rui Yan, Preslav Nakov, Xiuying Chen
2024 A* conf
Flexible and Adaptable Summarization via Expertise Separation.
SIGIR
Xiuying Chen, Mingzhe Li, Shen Gao, Xin Cheng, Qingqing Zhu, Rui Yan, Xin Gao, Xiangliang Zhang
2024 J jnl
Flexible and Adaptable Summarization via Expertise Separation.
CoRR
Xiuying Chen, Mingzhe Li, Shen Gao, Xin Cheng, Qingqing Zhu, Rui Yan, Xin Gao, Xiangliang Zhang
2024 A conf
Multi-Intent Attribute-Aware Text Matching in Searching.
WSDM
Mingzhe Li, Xiuying Chen, Jing Xiang, Qishen Zhang, Changsheng Ma, Chenchen Dai, Jinxiong Chang, Zhongyi Liu, Guannan Zhang
2024 J jnl
Multi-Intent Attribute-Aware Text Matching in Searching.
CoRR
Mingzhe Li, Xiuying Chen, Jing Xiang, Qishen Zhang, Changsheng Ma, Chenchen Dai, Jinxiong Chang, Zhongyi Liu, Guannan Zhang
2024 J jnl
Write Summary Step-by-Step: A Pilot Study of Stepwise Summarization.
CoRR
Xiuying Chen, Shen Gao, Mingzhe Li, Qingqing Zhu, Xin Gao, Xiangliang Zhang
2024 J jnl
Write Summary Step-by-Step: A Pilot Study of Stepwise Summarization.
IEEE ACM Trans. Audio Speech Lang. Process.
Xiuying Chen, Shen Gao, Mingzhe Li, Qingqing Zhu, Xin Gao, Xiangliang Zhang
2023 A* conf
A Topic-aware Summarization Framework with Different Modal Side Information.
SIGIR
Xiuying Chen, Mingzhe Li, Shen Gao, Xin Cheng, Qiang Yang, Qishen Zhang, Xin Gao, Xiangliang Zhang
2023 J jnl
A Topic-aware Summarization Framework with Different Modal Side Information.
CoRR
Xiuying Chen, Mingzhe Li, Shen Gao, Xin Cheng, Qiang Yang, Qishen Zhang, Xin Gao, Xiangliang Zhang
2023 — conf
Dialogue Summarization with Static-Dynamic Structure Fusion Graph.
ACL (1)
Shen Gao, Xin Cheng, Mingzhe Li, Xiuying Chen, Jinpeng Li, Dongyan Zhao, Rui Yan
2023 A conf
EZInterviewer: To Improve Job Interview Performance with Mock Interview Generator.
WSDM
Mingzhe Li, Xiuying Chen, Weiheng Liao, Yang Song, Tao Zhang, Dongyan Zhao, Rui Yan
2023 J jnl
EZInterviewer: To Improve Job Interview Performance with Mock Interview Generator.
CoRR
Mingzhe Li, Xiuying Chen, Weiheng Liao, Yang Song, Tao Zhang, Dongyan Zhao, Rui Yan
2023 J jnl
Follow the Timeline! Generating Abstractive and Extractive Timeline Summary in Chronological Order.
CoRR
Xiuying Chen, Mingzhe Li, Shen Gao, Zhangming Chan, Dongyan Zhao, Xin Gao, Xiangliang Zhang, Rui Yan
2023 J jnl
Follow the Timeline! Generating an Abstractive and Extractive Timeline Summary in Chronological Order.
ACM Trans. Inf. Syst.
Xiuying Chen, Mingzhe Li, Shen Gao, Zhangming Chan, Dongyan Zhao, Xin Gao, Xiangliang Zhang, Rui Yan
2023 — conf
Improving the Robustness of Summarization Systems with Dual Augmentation.
ACL (1)
Xiuying Chen, Guodong Long, Chongyang Tao, Mingzhe Li, Xin Gao, Chengqi Zhang, Xiangliang Zhang
2023 J jnl
Improving the Robustness of Summarization Systems with Dual Augmentation.
CoRR
Xiuying Chen, Guodong Long, Chongyang Tao, Mingzhe Li, Xin Gao, Chengqi Zhang, Xiangliang Zhang
2023 A* conf
Learning towards Selective Data Augmentation for Dialogue Generation.
AAAI
Xiuying Chen, Mingzhe Li, Jiayi Zhang, Xiaoqiang Xia, Chen Wei, Jianwei Cui, Xin Gao, Xiangliang Zhang, Rui Yan
2023 J jnl
Learning towards Selective Data Augmentation for Dialogue Generation.
CoRR
Xiuying Chen, Mingzhe Li, Jiayi Zhang, Xiaoqiang Xia, Chen Wei, Jianwei Cui, Xin Gao, Xiangliang Zhang, Rui Yan
2023 J jnl
Towards Personalized Review Summarization by Modeling Historical Reviews from Customer and Product Separately.
CoRR
Xin Cheng, Shen Gao, Yuchi Zhang, Yongliang Wang, Xiuying Chen, Mingzhe Li, Dongyan Zhao, Rui Yan
2022 — conf
Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation.
ACL (1)
Mingzhe Li, Xiexiong Lin, Xiuying Chen, Jinxiong Chang, Qishen Zhang, Feng Wang, Taifeng Wang, Zhongyi Liu, Wei Chu, Dongyan Zhao, Rui Yan
2022 J jnl
Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation.
CoRR
Mingzhe Li, Xiexiong Lin, Xiuying Chen, Jinxiong Chang, Qishen Zhang, Feng Wang, Taifeng Wang, Zhongyi Liu, Wei Chu, Dongyan Zhao, Rui Yan
2022 A conf
Personalized Query Suggestion with Searching Dynamic Flow for Online Recruitment.
CIKM
Zile Zhou, Xiao Zhou, Mingzhe Li, Yang Song, Tao Zhang, Rui Yan
2022 A* conf
Scientific Paper Extractive Summarization Enhanced by Citation Graphs.
EMNLP
Xiuying Chen, Mingzhe Li, Shen Gao, Rui Yan, Xin Gao, Xiangliang Zhang
2022 J jnl
Scientific Paper Extractive Summarization Enhanced by Citation Graphs.
CoRR
Xiuying Chen, Mingzhe Li, Shen Gao, Rui Yan, Xin Gao, Xiangliang Zhang
2022 A* conf
Target-aware Abstractive Related Work Generation with Contrastive Learning.
SIGIR
Xiuying Chen, Hind Alamro, Mingzhe Li, Shen Gao, Rui Yan, Xin Gao, Xiangliang Zhang
2022 J jnl
Target-aware Abstractive Related Work Generation with Contrastive Learning.
CoRR
Xiuying Chen, Hind Alamro, Mingzhe Li, Shen Gao, Rui Yan, Xin Gao, Xiangliang Zhang
2022 A* conf
Towards Improving Faithfulness in Abstractive Summarization.
NeurIPS
Xiuying Chen, Mingzhe Li, Xin Gao, Xiangliang Zhang
2022 J jnl
Towards Improving Faithfulness in Abstractive Summarization.
CoRR
Xiuying Chen, Mingzhe Li, Xin Gao, Xiangliang Zhang
2021 — conf
Capturing Relations between Scientific Papers: An Abstractive Model for Related Work Section Generation.
ACL/IJCNLP (1)
Xiuying Chen, Hind Alamro, Mingzhe Li, Shen Gao, Xiangliang Zhang, Dongyan Zhao, Rui Yan
2021 A* conf
The Style-Content Duality of Attractiveness: Learning to Write Eye-Catching Headlines via Disentanglement.
AAAI
Mingzhe Li, Xiuying Chen, Min Yang, Shen Gao, Dongyan Zhao, Rui Yan
2020 J jnl
The Style-Content Duality of Attractiveness: Learning to Write Eye-Catching Headlines via Disentanglement.
CoRR
Mingzhe Li, Xiuying Chen, Min Yang, Shen Gao, Dongyan Zhao, Rui Yan
2020 — conf
VMSMO: Learning to Generate Multimodal Summary for Video-based News Articles.
EMNLP (1)
Mingzhe Li, Xiuying Chen, Shen Gao, Zhangming Chan, Dongyan Zhao, Rui Yan
2020 J jnl
VMSMO: Learning to Generate Multimodal Summary for Video-based News Articles.
CoRR
Mingzhe Li, Xiuying Chen, Shen Gao, Zhangming Chan, Dongyan Zhao, Rui Yan