Xiao Liu

Pre-trained models: Past, present and future

Xu Han, Zhengyan Zhang, Ning Ding et al. · AI Open · 2021 · 938 citations · Full text

Computing, Computer Science, Artificial Intelligence +15

GLM: General Language Model Pretraining with Autoregressive Blank Infilling

Zhengxiao Du, Yujie Qian, Xiao Liu et al. · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · 2022 · 919 citations · Full text

Computing, Computer Science, Computational Linguistics +15

P-Tuning: Prompt Tuning Can Be Comparable to Fine-tuning Across Scales and Tasks

Xiao Liu, Kaixuan Ji, Yicheng Fu et al. · 2022 · 732 citations · Full text

Computing, Computer Science, Computational Linguistics +13

GraphMAE: Self-Supervised Masked Graph Autoencoders

Zhenyu Hou, Xiao Liu, Yukuo Cen et al. · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 548 citations · Full text

Computing, Computer Science, Computational Linguistics +14

Deep Speaker: an End-to-End Neural Speaker Embedding System

Chao Li, Xiaokong Ma, Bing Jiang et al. · arXiv (Cornell University) · 2017 · 427 citations · Full text

Computing, Computer Science, Feature Engineering +14