JobFormer: Skill-Aware Job Recommendation with Semantic-Enhanced Transformer

no code implementations • 5 Apr 2024 • Zhihao Guan, Jia-Qi Yang, Yang Yang, HengShu Zhu, Wenjie Li, Hui Xiong

Moreover, we adopt a two-stage learning strategy for skill-aware recommendation, in which we utilize the skill distribution to guide JD representation learning in the recall stage, and then combine the user profiles for final prediction in the ranking stage.

Click-Through Rate Prediction Representation Learning

The Solution for the CVPR 2023 1st foundation model challenge-Track2

no code implementations • 26 Mar 2024 • Haonan Xu, Yurui Huang, Sishun Pan, Zhihao Guan, Yi Xu, Yang Yang

For the vehicle retrieval task, we use BLIP as the base model.

Attribute Data Augmentation +4