Ning Ding

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

PTR: Prompt Tuning with Rules for Text Classification

Xu Han, Weilin Zhao, Ning Ding et al. · AI Open · 2022 · 450 citations · Full text

Computing, Computer Science, Computational Linguistics +14

The only constant is change

Di Xie, Ning Ding, Yuanming Hu et al. · 2012 · 258 citations · Full text

Management, Knowledge Management, Data Management +13

Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification

Shengding Hu, Ning Ding, Huadong Wang et al. · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · 2022 · 258 citations · Full text

Computing, Computer Science, Computational Linguistics +13