Towards Efficient Resume Understanding: A Multi-Granularity Multi-Modal Pre-Training Approach

no code implementations • 13 Apr 2024 • Feihu Jiang, Chuan Qin, Jingshuai Zhang, Kaichun Yao, Xi Chen, Dazhong Shen, Chen Zhu, HengShu Zhu, Hui Xiong

In the contemporary era of widespread online recruitment, resume understanding has been widely acknowledged as a fundamental and crucial task, which aims to extract structured information from resume documents automatically.

document understanding

DOMFN: A Divergence-Orientated Multi-Modal Fusion Network for Resume Assessment

1 code implementation • MM '22: Proceedings of the 30th ACM International Conference on Multimedia 2022 • Yang Yang, Jingshuai Zhang, Fan Gao, Xiaoru Gao, HengShu Zhu

Inspired by practical resume evaluations that consider both the content and layout, we construct the multi-modalities from resumes but face a new challenge that sometimes the performance of multi-modal fusion is even worse than the best uni-modality.