About Me

Hi! My name is Supryadi, a PhD student at Tianjin University, China. I'm a member of the TJUNLP Lab at Tianjin University, where our research focus on Natural Language Processing (NLP) and Large Language Models (LLMs). I'm advised by Prof. Deyi Xiong.

My research centers on multilingual LLMs, low-resource LLMs, and LLMs evaluation.

Publications

• Data Mixing for Large Language Models Pretraining: A Survey and Outlook

  Zhuo Chen, Yuxuan Miao, Supryadi, Deyi Xiong

  Data Intelligence (DI), Volume-8 Issue-1, March 2026

  [Paper]

• ReproHum #0067-01: A Reproduction of the Evaluation of Cross-Lingual Summarization

  Supryadi, Chuang Liu, Deyi Xiong

  Fourth Workshop on Generation, Evaluation and Metrics (GEM²) ACL Workshop 2025

  [Paper]

• Empirical Study on Translating Toxic Sentences with Large Language Model vs. Machine Translation

  Supryadi, Deyi Xiong

  International Conference on Intelligent Multilingual Information Processing (IMLIP) 2024

  [Paper]

• Multilingual Large Language Models: A Systematic Survey

  Shaolin Zhu, Supryadi, Shaoyang Xu, Haoran Sun, Leiyu Pan, Menglong Cui,Jiangcun Du, Renren Jin, António Branco, Deyi Xiong

  arXiv 2024

  [Paper] [Github]

• FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data

  Haoran Sun, Renren Jin, Shaoyang Xu, Leiyu Pan, Supryadi, Menglong Cui, Jiangcun Du, Yikun Lei, Lei Yang, Ling Shi, Juesi Xiao, Shaolin Zhu, Deyi Xiong

  Empirical Methods in Natural Language Processing (EMNLP) Industry Track 2024

  [Paper] [Github] [Hugging Face]

• An Empirical Study on the Robustness of Massively Multilingual Neural Machine Translation

  Supryadi, Leiyu Pan, Deyi Xiong

  Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING) 2024

  [Paper] [Github]

• Evaluating Large Language Models: A Comprehensive Survey

  Zishan Guo, Renren Jin, Chuang Liu, Yufei Huang, Dan Shi, Supryadi, Linhao Yu, Yan Liu, Jiaxuan Li, Bojian Xiong, Deyi Xiong

  arXiv 2023

  [Paper] [Github]

• Is Robustness Transferable across Languages in Multilingual Neural Machine Translation?

  Leiyu Pan, Supryadi, Deyi Xiong

  Empirical Methods in Natural Language Processing (EMNLP) Findings 2023

  [Paper]

• Sentiment Analysis on E-commerce Product using Machine Learning and Combination of TF-IDF and Backward Elimination

  Tommy Willianto, Supryadi, Antoni Wibowo

  International Journal of Recent Technology and Engineering (IJRTE), Volume-8 Issue-6, March 2020

  [Paper]

Curriculum Vitae