no code implementations • 23 Apr 2024 • Sunan He, Yuxiang Nie, Zhixuan Chen, Zhiyuan Cai, Hongmei Wang, Shu Yang, Hao Chen
The rapid advancement of large-scale vision-language models has showcased remarkable capabilities across various tasks.
1 code implementation • 4 Apr 2024 • Yuting He, Fuxiang Huang, Xinrui Jiang, Yuxiang Nie, Minghao Wang, Jiguang Wang, Hao Chen
To answer these questions, a comprehensive and deep survey of the challenges, opportunities, and future directions of HFMs is presented in this survey.
no code implementations • 26 Mar 2024 • Yuxiang Nie, Heyan Huang, Xian-Ling Mao, Lizi Liao
Specifically, IDPT decouples initiative factors into different prefix parameters and uses the attention mechanism to adjust the selection of initiatives in guiding generation dynamically.
1 code implementation • 25 Mar 2024 • Han Wang, Yanjie Wang, YongJie Ye, Yuxiang Nie, Can Huang
Multi-modal Large Language Models (MLLMs) have demonstrated their ability to perceive objects in still images, but their application in video-related tasks, such as object tracking, remains understudied.
Ranked #1 on Zero-Shot Single Object Tracking on LaSOT
no code implementations • 25 Jun 2023 • Xiao Zhang, Heqi Zheng, Yuxiang Nie, Heyan Huang, Xian-Ling Mao
However, the dataset has ignored the fact that different readers may have different levels of understanding of the text, and only includes single-perspective question-answer pairs, leading to a lack of consideration of different perspectives.
1 code implementation • 3 May 2023 • Yuxiang Nie, Heyan Huang, Wei Wei, Xian-Ling Mao
To alleviate the problem, it might be possible to generate long-document QA pairs via unsupervised question answering (UQA) methods.
1 code implementation • 11 Oct 2022 • Yuxiang Nie, Heyan Huang, Wei Wei, Xian-Ling Mao
The proposed model mainly focuses on the evidence selection phase of long document question answering.
1 code implementation • COLING 2022 • Yuxiang Nie, Heyan Huang, Zewen Chi, Xian-Ling Mao
Previous works usually make use of heuristic rules as well as pre-trained models to construct data and train QA models.
1 code implementation • 25 Aug 2019 • Yong Hu, He-Yan Huang, Tian Lan, Xiaochi Wei, Yuxiang Nie, Jiarui Qi, Liner Yang, Xian-Ling Mao
Second language acquisition (SLA) modeling is to predict whether second language learners could correctly answer the questions according to what they have learned.