no code implementations • 17 Apr 2024 • Xue Liu, Yue Deng, Jingying Huang, Yuhong Zhang, Jinzhi Lei
The global public health landscape is perpetually challenged by the looming threat of infectious diseases.
1 code implementation • 21 Feb 2024 • Quanyu Long, Yue Deng, Leilei Gan, Wenya Wang, Sinno Jialin Pan
To achieve this, we propose a perilous backdoor attack triggered by grammar errors in dense passage retrieval.
1 code implementation • 9 Dec 2023 • Junzhe Lu, Jing Lin, Hongkun Dou, Ailing Zeng, Yue Deng, Yulun Zhang, Haoqian Wang
Our approach demonstrates considerable enhancements over common uniform scheduling used in image domains, boasting improvements of 5. 4%, 17. 2%, and 3. 8% across human mesh recovery, pose completion, and motion denoising, respectively.
1 code implementation • 1 Dec 2023 • Xuan-Phi Nguyen, Wenxuan Zhang, Xin Li, Mahani Aljunied, Qingyu Tan, Liying Cheng, Guanzheng Chen, Yue Deng, Sen yang, Chaoqun Liu, Hang Zhang, Lidong Bing
Despite the remarkable achievements of large language models (LLMs) in various tasks, there remains a linguistic bias that favors high-resource languages, such as English, often at the expense of low-resource and regional languages.
1 code implementation • 27 Oct 2023 • Yue Deng, Wenxuan Zhang, Sinno Jialin Pan, Lidong Bing
These findings underscore the challenging nature of the SOUL task for existing models, emphasizing the need for further advancements in sentiment analysis to address its complexities.
1 code implementation • 10 Oct 2023 • Yue Deng, Wenxuan Zhang, Sinno Jialin Pan, Lidong Bing
The experimental results reveal that in the unintentional scenario, the rate of unsafe content increases as the availability of languages decreases.
1 code implementation • 24 May 2023 • Wenxuan Zhang, Yue Deng, Bing Liu, Sinno Jialin Pan, Lidong Bing
This paper aims to provide a comprehensive investigation into the capabilities of LLMs in performing various sentiment analysis tasks, from conventional sentiment classification to aspect-based sentiment analysis and multifaceted analysis of subjective texts.
1 code implementation • 16 May 2023 • Yue Deng, Wenxuan Zhang, Sinno Jialin Pan, Lidong Bing
Cross-domain aspect-based sentiment analysis (ABSA) aims to perform various fine-grained sentiment analysis tasks on a target domain by transferring knowledge from a source domain.
Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA) +2
no code implementations • 19 Jan 2023 • Jun Yue, Leyuan Fang, Shaobo Xia, Yue Deng, Jiayi Ma
In specific, instead of converting multi-channel images into single-channel data in existing fusion methods, we create the multi-channel data distribution with a denoising network in a latent space with forward and reverse diffusion process.
1 code implementation • 20 Sep 2021 • Yue Deng
As for alleviating the sparsity and cold start problems encountered by recommender systems, researchers resort to employing side information or knowledge in recommendation as a strategy for uncovering hidden (indirect) user-item relations, aiming to enrich observed information (or data) for recommendation.
1 code implementation • 4 Aug 2021 • Hao Wang, Yue Deng, Linyuan Lü, Guanrong Chen
Graphs can be used to describe complex systems.
no code implementations • Findings (EMNLP) 2021 • Liying Zheng, Yue Deng, Weishun Song, Liang Xu, Jing Xiao
Most existing models based on detect-correct framework can correct mistaken characters errors, but they cannot deal with missing or redundant characters.
no code implementations • 13 Jan 2021 • ChunYang Zhang, Qing Gao, Yue Deng, Jianbin Qiu
The fundamental problem of stabilizing a general nonaffine continuous-time nonlinear system is investigated via piecewise affine linear models (PALMs) in this article.
no code implementations • 8 Jan 2021 • Liang Xu, Liying Zheng, Weijun Li, Zhenbo Chen, Weishun Song, Yue Deng, Yongzhe Chang, Jing Xiao, Bo Yuan
In recent studies, Lots of work has been done to solve time series anomaly detection by applying Variational Auto-Encoders (VAEs).
no code implementations • 7 May 2020 • Peisheng Qian, Ziyuan Zhao, Haobing Liu, Yingcai Wang, Yu Peng, Sheng Hu, Jing Zhang, Yue Deng, Zeng Zeng
Water quality has a direct impact on industry, agriculture, and public health.
no code implementations • 15 Sep 2017 • Hector Zenil, Narsis A. Kiani, Francesco Marabita, Yue Deng, Szabolcs Elias, Angelika Schmidt, Gordon Ball, Jesper Tegnér
We demonstrate that the algorithmic information content of a system is deeply connected to its potential dynamics, thus affording an avenue for moving systems in the information-theoretic space and controlling them in the phase space.