Zheng Ma

According to our database, Zheng Ma authored at least 16 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Hacking reference-free image captioning metrics.

Zheng Ma, Chang-Xin Wang, Yawen Ouyang, Fei Zhao, Jian-Bing Zhang, Shujian Huang, Jia-Jun Chen

Frontiers Comput. Sci., August, 2026

OpenMobile: Building Open Mobile Agents with Task and Trajectory Synthesis.

Kanzhi Cheng, Zehao Li, Zheng Ma, Nuo Chen, Jialin Cao, Qiushi Sun, Zichen Ding, Fangzhi Xu, Hang Yan, Jiajun Chen, Anh Tuan Luu, Jianbing Zhang, Lewei Lu, Dahua Lin

CoRR, April, 2026

2025

KnowBench: Evaluating the Knowledge Alignment on Large Visual Language Models.

Zheng Ma, Hao-Tian Yang, Jian-Bing Zhang, Jia-Jun Chen

J. Comput. Sci. Technol., September, 2025

Mix-Lingual Relation Extraction: Dataset and a Training Approach.

Lingxing Kong, Yougang Chu, Zheng Ma, Jianbing Zhang, Jia-Jun Chen

J. Comput. Sci. Technol., January, 2025

CapArena: Benchmarking and Analyzing Detailed Image Captioning in the LLM Era.

Kanzhi Cheng, Wenpo Song, Jiaxin Fan, Zheng Ma, Qiushi Sun, Fangzhi Xu, Chenyang Yan, Nuo Chen, Jianbing Zhang, Jiajun Chen

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Cobra Effect in Reference-Free Image Captioning Metrics.

Zheng Ma, Changxin Wang, Yawen Ouyang, Fei Zhao, Jianbing Zhang, Shujian Huang, Jiajun Chen

CoRR, 2024

How far are we to GPT-4V? Closing the gap to commercial multimodal models with open-source suites.

Zhe Chen, Weiyun Wang, Hao Tian, Shenglong Ye, Zhangwei Gao, Erfei Cui, Wenwen Tong, Kongzhi Hu, Jiapeng Luo, Zheng Ma, Ji Ma, Jiaqi Wang, Xiaoyi Dong, Hang Yan, Hewei Guo, Conghui He, Botian Shi, Zhenjiang Jin, Chao Xu, Bin Wang, Xingjian Wei, Wei Li, Wenjian Zhang, Bo Zhang, Pinlong Cai, Licheng Wen, Xiangchao Yan, Min Dou, Lewei Lu, Xizhou Zhu, Tong Lu, Dahua Lin, Yu Qiao, Jifeng Dai, Wenhai Wang

Sci. China Inf. Sci., 2024

EmoRED: A Dataset for Relation Extraction in Texts with Emoticons.

Lingxing Kong, Zheng Ma, Jianbing Zhang, Liang He, Jiajun Chen

Proceedings of the IEEE International Conference on Acoustics, 2024

MixRED: A Mix-lingual Relation Extraction Dataset.

Lingxing Kong, Yougang Chu, Zheng Ma, Jianbing Zhang, Liang He, Jiajun Chen

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

A Hierarchical Network for Multimodal Document-Level Relation Extraction.

Lingxing Kong, Jiuliang Wang, Zheng Ma, Qifeng Zhou, Jianbing Zhang, Liang He, Jiajun Chen

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Dynamic Demonstrations Controller for In-Context Learning.

Fei Zhao, Taotian Pang, Zhen Wu, Zheng Ma, Shujian Huang, Xinyu Dai

CoRR, 2023

Bounding and Filling: A Fast and Flexible Framework for Image Captioning.

Zheng Ma, Changxin Wang, Bo Huang, Zixuan Zhu, Jianbing Zhang

Proceedings of the Natural Language Processing and Chinese Computing, 2023

Food-500 Cap: A Fine-Grained Food Caption Benchmark for Evaluating Vision-Language Models.

Zheng Ma, Mianzhi Pan, Wenhan Wu, Kanzhi Cheng, Jianbing Zhang, Shujian Huang, Jiajun Chen

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Beyond Generic: Enhancing Image Captioning with Real-World Knowledge using Vision-Language Pre-Training Model.

Kanzhi Cheng, Wenpo Song, Zheng Ma, Wenhao Zhu, Zixuan Zhu, Jianbing Zhang

Proceedings of the 31st ACM International Conference on Multimedia, 2023

2022

ADS-Cap: A Framework for Accurate and Diverse Stylized Captioning with Unpaired Stylistic Corpora.

Kanzhi Cheng, Zheng Ma, Shi Zong, Jianbing Zhang, Xinyu Dai, Jiajun Chen

Proceedings of the Natural Language Processing and Chinese Computing, 2022

Probing Cross-modal Semantics Alignment Capability from the Textual Perspective.

Zheng Ma, Shi Zong, Mianzhi Pan, Jianbing Zhang, Shujian Huang, Xinyu Dai, Jiajun Chen

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022