1 code implementation • 9 Mar 2021 • Meng Zhou, Zechen Li, Pengtao Xie
The SSL task is unsupervised, which is defined purely on input texts without using any human-provided labels.
1 code implementation • ACL 2021 • Meng Zhou, Zechen Li, Bowen Tan, Guangtao Zeng, Wenmian Yang, Xuehai He, Zeqian Ju, Subrato Chakravorty, Shu Chen, Xingyi Yang, Yichen Zhang, Qingyang Wu, Zhou Yu, Kun Xu, Eric Xing, Pengtao Xie
Training complex dialog generation models on small datasets bears high risk of overfitting.
1 code implementation • Findings (NAACL) 2022 • Zechen Li, Anders Søgaard
Synthetic datasets have successfully been used to probe visual question-answering datasets for their reasoning abilities.
Ranked #1 on Visual Question Answering (VQA) on QLEVR
no code implementations • 15 Dec 2023 • Zechen Li, Weiming Huang, Kai Zhao, Min Yang, Yongshun Gong, Meng Chen
Recently, learning urban region representations utilizing multi-modal data (information views) has become increasingly popular, for deep understanding of the distributions of various socioeconomic features in cities.