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cs.CV2023
Task-Robust Pre-Training for Worst-Case Downstream Adaptation
Jianghui Wang, Yang Chen, Xingyu Xie +2
Pre-training has achieved remarkable success when transferred to downstream tasks. In machine learning, we care about not only the good performance of a model but also its behavior…
cs.CV2023
MoviePuzzle: Visual Narrative Reasoning through Multimodal Order Learning
Jianghui Wang, Yuxuan Wang, Dongyan Zhao +1
We introduce MoviePuzzle, a novel challenge that targets visual narrative reasoning and holistic movie understanding. Despite the notable progress that has been witnessed in the re…
cs.CL2023
Shuo Wen Jie Zi: Rethinking Dictionaries and Glyphs for Chinese Language Pre-training
Yuxuan Wang, Jianghui Wang, Dongyan Zhao +1
We introduce CDBERT, a new learning paradigm that enhances the semantics understanding ability of the Chinese PLMs with dictionary knowledge and structure of Chinese characters. We…