Search Results for author: Jianwei Sun

Found 4 papers, 1 papers with code

Dial-insight: Fine-tuning Large Language Models with High-Quality Domain-Specific Data Preventing Capability Collapse

no code implementations14 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.

MolNexTR: A Generalized Deep Learning Model for Molecular Image Recognition

1 code implementation6 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.

Data Augmentation

A paradigm system for strong correlation and charge transfer competition

no code implementations4 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

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