DocReLM: Mastering Document Retrieval with Language Model

no code implementations • 19 May 2024 • Gengchen Wei, Xinle Pang, Tianning Zhang, Yu Sun, Xun Qian, Chen Lin, Han-sen Zhong, Wanli Ouyang

With over 200 million published academic documents and millions of new documents being written each year, academic researchers face the challenge of searching for information within this vast corpus.

Language Modelling Retrieval

LOCR: Location-Guided Transformer for Optical Character Recognition

no code implementations • 4 Mar 2024 • Yu Sun, Dongzhan Zhou, Chen Lin, Conghui He, Wanli Ouyang, Han-sen Zhong

Academic documents are packed with texts, equations, tables, and figures, requiring comprehensive understanding for accurate Optical Character Recognition (OCR).

Marketing Optical Character Recognition +1

Self-consistent Validation for Machine Learning Electronic Structure

no code implementations • 15 Feb 2024 • Gengyuan Hu, Gengchen Wei, Zekun Lou, Philip H. S. Torr, Wanli Ouyang, Han-sen Zhong, Chen Lin

Machine learning has emerged as a significant approach to efficiently tackle electronic structure problems.

Active Learning

ChemLLM: A Chemical Large Language Model

no code implementations • 10 Feb 2024 • Di Zhang, Wei Liu, Qian Tan, Jingdan Chen, Hang Yan, Yuliang Yan, Jiatong Li, Weiran Huang, Xiangyu Yue, Wanli Ouyang, Dongzhan Zhou, Shufei Zhang, Mao Su, Han-sen Zhong, Yuqiang Li

However, the community lacks an LLM specifically designed for chemistry.

Language Modelling Large Language Model +2