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1. Yupu Liang, Yaping Zhang, **Cong Ma**, Zhiyang Zhang, Yang Zhao, Lu Xiang, Chengqing Zong, Yu Zhou. **<u>Document Image Machine Translation with Dynamic Multi-pre-trained Models Assembling</u>**. In The 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2024). Mexico City, Mexico. June 16-21, 2024.
1. Yupu Liang, Yaping Zhang, **<u>Cong Ma</u>**, Zhiyang Zhang, Yang Zhao, Lu Xiang, Chengqing Zong, Yu Zhou. **<u>Document Image Machine Translation with Dynamic Multi-pre-trained Models Assembling</u>**. In The 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2024). Mexico City, Mexico. June 16-21, 2024.

2. **Cong Ma**, Yaping Zhang, Zhiyang Zhang, Yupu Liang, Yang Zhao, Yu Zhou, Chengqing Zong. **<u>Born a BabNet with Hierarchical Parental Supervision for End-to-End Text Image Machine Translation</u>**. In The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). Torino, Italia. May 20-25, 2024.
2. **<u>Cong Ma</u>**, Yaping Zhang, Zhiyang Zhang, Yupu Liang, Yang Zhao, Yu Zhou, Chengqing Zong. **<u>Born a BabNet with Hierarchical Parental Supervision for End-to-End Text Image Machine Translation</u>**. In The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). Torino, Italia. May 20-25, 2024.

3. **Cong Ma**, Yaping Zhang, Yang Zhao, Yu Zhou, Chengqing Zong. **<u>Vector Quantization Knowledge Transfer for End-to-End Text Image Machine Translation</u>**. In The 49th IEEE International Conference on Acoustics, Speech, & Signal Processing (ICASSP 2024). COEX, Seoul, Korea. April 14-19, 2024.
3. **<u>Cong Ma</u>**, Yaping Zhang, Yang Zhao, Yu Zhou, Chengqing Zong. **<u>Vector Quantization Knowledge Transfer for End-to-End Text Image Machine Translation</u>**. In The 49th IEEE International Conference on Acoustics, Speech, & Signal Processing (ICASSP 2024). COEX, Seoul, Korea. April 14-19, 2024.

4. **<u>Cong Ma</u>**, Xu Han, Linghui Wu, Yaping Zhang, Yang Zhao, Yu Zhou, and Chengqing Zong. **<u>Modal Contrastive Learning based End-to-End Text Image Machine Translation</u>**. IEEE/ACM Transactions on Audio, Speech, and Language Processing. [IEEEXplore Early Access](https://ieeexplore.ieee.org/document/10284997/).

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