Zhiyuan Liu

Learning Entity and Relation Embeddings for Knowledge Graph Completion

Yankai Lin, Zhiyuan Liu, Maosong Sun et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2015 · 3.6K citations · Full text

Computing, Computer Science, Computational Linguistics +15

ERNIE: Enhanced Language Representation with Informative Entities

Zhengyan Zhang, Xu Han, Zhiyuan Liu et al. · 2019 · 1.4K citations · Full text

Computing, Computer Science, Computational Linguistics +12

Neural Relation Extraction with Selective Attention over Instances

Yankai Lin, Shiqi Shen, Zhiyuan Liu et al. · 2016 · 1.1K citations · Full text

Computing, Computer Science, Computational Linguistics +14

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

Parameter-efficient fine-tuning of large-scale pre-trained language models

Ning Ding, Yujia Qin, Guang Yang et al. · Nature Machine Intelligence · 2023 · 906 citations · Full text

Computing, Computer Science, Machine Learning +16