Yanzhi Tian (田炎智), is currently a master student at School of Computer Science and Technology, Beijing Institute of Technology(北京理工大学计算机学院). He received his bachelor’s degree from Elite class of XUTELI, Beijing Institute of Technology(北京理工大学徐特立英才班) in 2023, majoring in computer science.
His research interests include Machine Translation, Large Language Models and Vision Language Models.
🔥 News
- 2025.05: 🎉🎉 1 paper has been accepted by ACL 2025 Findings!
📝 Publications
ACL 2025 Findings
Exploring In-Image Machine Translation with Real-World Background
Yanzhi Tian, Zeming Liu, Zhengyang Liu, Yuhang Guo
- We tackle In-Image Machine Translation with real-world backgrounds by introducing a new dataset IIMT30k and the DebackX model for better translation and visual quality.
- Paper
- Code
- Dataset
EMNLP 2023 Findings
In-Image Neural Machine Translation with Segmented Pixel Sequence-to-Sequence Model
Yanzhi Tian, Xiang Li, Zeming Liu, Yuhang Guo, Bin Wang
- We design an end-to-end model for IIMT that outperforms traditional cascade methods for the first time.
- Paper
- Code
2023
IWSLT 2023The Xiaomi AI Lab’s Speech Translation Systems for IWSLT 2023 Offline Task, Simultaneous Task and Speech-to-Speech Task, Wuwei Huang, Mengge Liu, Xiang Li, Yanzhi Tian, Fengyu Yang, Wen Zhang, Jian Luan, Bin Wang, Yuhang Guo, Jinsong Su
2022
LREC 2022 WorkshopAncient Chinese Word Segmentation and Part-of-Speech Tagging Using Data Augmentation, Yanzhi Tian, Yuhang GuoNAACL 2022 WorkshopBIT-Xiaomi’s System for AutoSimTrans, Mengge Liu, Xiang Li, Bao Chen, Yanzhi Tian, Tianwei Lan, Silin Li, Yuhang Guo, Jian Luan, Bin Wang
📖 Educations
- 2023.09 - now: Master. Computer Science, School of Computer Science and Technology, Beijing Institute of Technology.
- 2019.09 - 2023.06: Undergraduate. Computer Science, Elite class of XUTELI, Beijing Institute of Technology.
💻 Internships
- 2023.01 - 2023.06, Internship at Xiaomi AI Lab. Mentor: Xiang Li.