Mengzhao Jia

According to our database, Mengzhao Jia authored at least 15 papers between 2021 and 2024.

Collaborative distances:

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

2024

Query-Oriented Micro-Video Summarization.

Mengzhao Jia, Yinwei Wei, Xuemeng Song, Teng Sun, Min Zhang, Liqiang Nie

IEEE Trans. Pattern Anal. Mach. Intell., June, 2024

Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench.

Zheyuan Liu, Guangyao Dou, Mengzhao Jia, Zhaoxuan Tan, Qingkai Zeng, Yongle Yuan, Meng Jiang

CoRR, 2024

RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph.

Siru Ouyang, Wenhao Yu, Kaixin Ma, Zilin Xiao, Zhihan Zhang, Mengzhao Jia, Jiawei Han, Hongming Zhang, Dong Yu

CoRR, 2024

MultiChartQA: Benchmarking Vision-Language Models on Multi-Chart Problems.

Zifeng Zhu, Mengzhao Jia, Zhihan Zhang, Lang Li, Meng Jiang

CoRR, 2024

Leopard: A Vision Language Model For Text-Rich Multi-Image Tasks.

Mengzhao Jia, Wenhao Yu, Kaixin Ma, Tianqing Fang, Zhihan Zhang, Siru Ouyang, Hongming Zhang, Meng Jiang, Dong Yu

CoRR, 2024

Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning.

Zhihan Zhang, Zhenwen Liang, Wenhao Yu, Dian Yu, Mengzhao Jia, Dong Yu, Meng Jiang

CoRR, 2024

Describe-then-Reason: Improving Multimodal Mathematical Reasoning through Visual Comprehension Training.

Mengzhao Jia, Zhihan Zhang, Wenhao Yu, Fangkai Jiao, Meng Jiang

CoRR, 2024

Multimodal Interaction Modeling via Self-Supervised Multi-Task Learning for Review Helpfulness Prediction.

Honglin Gong, Mengzhao Jia, Liqiang Jing

CoRR, 2024

Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning.

Zhihan Zhang, Tao Ge, Zhenwen Liang, Wenhao Yu, Dian Yu, Mengzhao Jia, Dong Yu, Meng Jiang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

PLUG: Leveraging Pivot Language in Cross-Lingual Instruction Tuning.

Zhihan Zhang, Dong-Ho Lee, Yuwei Fang, Wenhao Yu, Mengzhao Jia, Meng Jiang, Francesco Barbieri

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Debiasing Multimodal Sarcasm Detection with Contrastive Learning.

Mengzhao Jia, Can Xie, Liqiang Jing

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

Knowledge-enhanced Memory Model for Emotional Support Conversation.

Mengzhao Jia, Qianglong Chen, Liqiang Jing, Dawei Fu, Renyu Li

Proceedings of Machine Learning for Cognitive and Mental Health Workshop (ML4CMH 2024) Co-located with the Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI 2024), 2024

2023

FAITHSCORE: Evaluating Hallucinations in Large Vision-Language Models.

Liqiang Jing, Ruosen Li, Yunmo Chen, Mengzhao Jia, Xinya Du

CoRR, 2023

Multi-source Semantic Graph-based Multimodal Sarcasm Explanation Generation.

Liqiang Jing, Xuemeng Song, Kun Ouyang, Mengzhao Jia, Liqiang Nie

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2021

Multimodal Activation: Awakening Dialog Robots without Wake Words.

Liqiang Nie, Mengzhao Jia, Xuemeng Song, Ganglu Wu, Harry Cheng, Jian Gu

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021