Zobrazeno 1 - 10
of 298
pro vyhledávání: '"Huang Yusheng"'
Grammar induction has made significant progress in recent years. However, it is not clear how the application of induced grammar could enhance practical performance in downstream tasks. In this work, we introduce an unsupervised grammar induction met
Externí odkaz:
http://arxiv.org/abs/2410.04878
Autor:
Huang, Yusheng, Deng, Yong
Visibility graph (VG) transformation is a technique used to convert a time series into a graph based on specific visibility criteria. It has attracted increasing interest in the fields of time series analysis, forecasting, and classification. Optimiz
Externí odkaz:
http://arxiv.org/abs/2311.12389
Autor:
Huang, Yusheng, Lin, Zhouhan
Multimodal information extraction is attracting research attention nowadays, which requires aggregating representations from different modalities. In this paper, we present the Intra- and Inter-Sample Relationship Modeling (I2SRM) method for this tas
Externí odkaz:
http://arxiv.org/abs/2310.06326
Autor:
Huang, Yusheng, Lin, Zhouhan
Document-level relation extraction (DocRE) is a task that focuses on identifying relations between entities within a document. However, existing DocRE models often overlook the correlation between relations and lack a quantitative analysis of relatio
Externí odkaz:
http://arxiv.org/abs/2310.13000
Various tasks are reformulated as multi-label classification problems, in which the binary cross-entropy (BCE) loss is frequently utilized for optimizing well-designed models. However, the vanilla BCE loss cannot be tailored for diverse tasks, result
Externí odkaz:
http://arxiv.org/abs/2304.05361
Autor:
Qi, Jiexing, Li, Shuhao, Guo, Zhixin, Huang, Yusheng, Zhou, Chenghu, Zhang, Weinan, Wang, Xinbing, Lin, Zhouhan
Real-world data usually exhibits a long-tailed distribution,with a few frequent labels and a lot of few-shot labels. The study of institution name normalization is a perfect application case showing this phenomenon. There are many institutions worldw
Externí odkaz:
http://arxiv.org/abs/2302.09509
Autor:
Tang, Juntao, Wang, Xinlong, Huang, Yusheng, Du, Xiaopeng, He, Zhiqiao, Wang, Da, Song, Shuang
Publikováno v:
In Chemical Engineering Journal 1 November 2024 499
Autor:
Huang, Yusheng1 (AUTHOR) yusheng.huang@mail.concordia.ca, Hammad, Amin2 (AUTHOR) amin.hammad@concordia.ca
Publikováno v:
Remote Sensing. Jul2024, Vol. 16 Issue 13, p2445. 25p.
Publikováno v:
In Pharmacological Research - Modern Chinese Medicine December 2024 13
Smets proposes the Pignistic Probability Transformation (PPT) as the decision layer in the Transferable Belief Model (TBM), which argues when there is no more information, we have to make a decision using a Probability Mass Function (PMF). In this pa
Externí odkaz:
http://arxiv.org/abs/2110.03468