Shengding Hu

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

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

OpenPrompt: An Open-source Framework for Prompt-learning

Ning Ding, Shengding Hu, Weilin Zhao et al. · 2022 · 181 citations · Full text

Computing, Computer Science, Linguistics +8

Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models

Ning Ding, Yujia Qin, Guang Yang et al. · Research Square · 2022 · 129 citations · Full text

Computing, Computer Science, Computational Linguistics +15

Enhancing Chat Language Models by Scaling High-quality Instructional Conversations

Ning Ding, Yulin Chen, Bokai Xu et al. · 2023 · 104 citations · Full text

Computing, Computer Science, Artificial Intelligence +16