no code implementations • 9 May 2024 • Xuanwen Ding, Jie zhou, Liang Dou, Qin Chen, Yuanbin Wu, Chengcai Chen, Liang He
Few works propose continual learning tasks for ABSA, which aim to learn the target domain's ability while maintaining the history domains' abilities.
Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA) +3
1 code implementation • 15 Apr 2024 • Weifeng Chen, Tao Gu, Yuhao Xu, Chengcai Chen
We propose Magic Clothing, a latent diffusion model (LDM)-based network architecture for an unexplored garment-driven image synthesis task.
2 code implementations • 4 Mar 2024 • Yuhao Xu, Tao Gu, Weifeng Chen, Chengcai Chen
We present OOTDiffusion, a novel network architecture for realistic and controllable image-based virtual try-on (VTON).
1 code implementation • 30 Jan 2024 • Ming Gu, Yan Yang, Chengcai Chen, Zhou Yu
Experimental results on the MultiWOZ 2. 1 dataset show that our method which has only less than 1 billion parameters achieves state-of-the-art performance under the data ratio settings of 5%, 10%, and 25% when limited to models under 100 billion parameters.
no code implementations • 4 Apr 2023 • Fangzhen Lin, Ziyi Shou, Chengcai Chen
For a natural language problem that requires some non-trivial reasoning to solve, there are at least two ways to do it using a large language model (LLM).
1 code implementation • 12 Sep 2019 • Weixin Liang, Youzhi Tian, Chengcai Chen, Zhou Yu
To utilize limited training data more efficiently, we propose Modular Supervision Network (MOSS), an encoder-decoder training framework that could incorporate supervision from various intermediate dialog system modules including natural language understanding, dialog state tracking, dialog policy learning, and natural language generation.