Publications

You can also find my articles on my Google Scholar profile.

MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin

Published in October 21, 2023

Preprint

Recommended citation: @article{zhou2023unlock, title={Unlock Multi-Modal Capability of Dense Retrieval via Visual Module Plugin}, author={Zhou, Tianshuo and Mei, Sen and Li, Xinze and Liu, Zhenghao and Xiong, Chenyan and Liu, Zhiyuan and Gu, Yu and Yu, Ge}, journal={arXiv preprint arXiv:2310.14037}, year={2023} } https://arxiv.org/pdf/2310.14037.pdf

Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data

Published in May 31, 2023

ACL2023

Recommended citation: @article{li2023structure, title={Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data}, author={Li, Xinze and Liu, Zhenghao and Xiong, Chenyan and Yu, Shi and Gu, Yu and Liu, Zhiyuan and Yu, Ge}, journal={arXiv preprint arXiv:2305.19912}, year={2023} } https://arxiv.org/abs/2305.19912

Xinze Li

Publications

MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin

Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data