no code implementations • 14 Mar 2024 • Jianwei Sun, Chaoyang Mei, Linlin Wei, Kaiyu Zheng, Na Liu, Ming Cui, Tianyi Li
The efficacy of large language models (LLMs) is heavily dependent on the quality of the underlying data, particularly within specialized domains.
1 code implementation • 6 Mar 2024 • Yufan Chen, Ching Ting Leung, Yong Huang, Jianwei Sun, Hao Chen, Hanyu Gao
In addition, it employs a series of novel augmentation algorithms to significantly enhance the robustness and performance of the model.
no code implementations • 26 Apr 2021 • Jianwei Sun, Zhiyuan Tang, Hengxin Yin, Wei Wang, Xi Zhao, Shuaijiang Zhao, Xiaoning Lei, Wei Zou, Xiangang Li
Augmentation related issues, such as comparison of different strategies and ratios for data combination are also investigated.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +2
no code implementations • 4 Mar 2021 • James W Furness, Ruiqi Zhang, Jianwei Sun
In chemistry and condensed matter physics the solution of simple paradigm systems, such as the hydrogen atom and the uniform electron gas, plays a critical role in understanding electron behaviors and developing electronic structure methods.
Chemical Physics