该视频为南京大学自然语言处理组黄书剑副教授于2023年8月8日受字节跳动邀请所做报告,报告题目:大语言模型的多语言理解能力探究。报告内容主要来自下述这三篇论文,欢迎大家批评指正。
[1]Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis. (arXiv 2304.04675)
Wenhao Zhu, Hongyi Liu, Qingxiu Dong, Jingjing Xu, Shujian Huang, Lingpeng Kong, Jiajun Chen, Lei Li
[2]Eliciting the Translation Ability of Large Language Models via Multilingual Finetuning with Translation Instructions. (arXiv:2305.15083)
Jiahuan Li, Hao Zhou, Shujian Huang, Shanbo Cheng, Jiajun Chen
[3]Extrapolating Large Language Models to Non-English by Aligning Languages. (arXiv: 2308.04948)
Wenhao Zhu, Yunzhe Lv, Qingxiu Dong, Fei Yuan, Jingjing Xu, Shujian Huang, Lingpeng Kong, Jiajun Chen, Lei Li