论文地址:[2108.13230] AEDA: An Easier Data Augmentation Technique for Text Classification (arxiv.org) 代码地址:github.com/akkarimi/aed 论文核心:提出一种用于文本分类的数据增强方法,并使用神经网络及深度学习方法进行验证,证明其有效性。 论文结论:与EMNLP-IJCNLP 2019 short paper 《EDA: Easy Data Augmenta...
论文标题:AEDA:AnEasier Data Augmentation Technique for Text Classification 论文链接:链接 在人工智能领域,为了使模型具有更好地泛化能力,一般需要更多更全面的训练数据集;而往往真实情况,在工业界获取大量标注数据是不现实的;这时,数据增强技术就尤为关键。
几篇论文实现代码:《AEDA: An Easier Data Augmentation Technique for Text Classification》(EMNLP 2021) GitHub:https:// github.com/akkarimi/aeda_nlp [fig5] 《CTRL-C: Camera calibration TRansformer w...
This specification defines a conditional expectation of the complete data log-likelihood function which is computed in the E-stcp. The EM algorithm is most effective when maximizing the iunction Q{0) denned in the F-stnp is easier than maximizing the likelihood function.doi:10.1080/...
We have decided to show the different frequencies in several intervals. Hence, it will be easier to analyse the different options. There is only one study[33]included in the interval [0, 2) GHz, 6 studies[36,?,?,?,?,?]in the interval [2, 2.5) GHz, 4 studies[13,28,47,25]belong...
Of course, this is easier said than done. Technological limitations, time constraints, business complexities, and ever-changing business rules are some of the factors preventing real-time validation at the data-entry point. In addition, there are many interconnected systems, internal and external, ...
Data Science is one of the hottest topics on the Computer and Internet farmland nowadays. People have gathered data from applications and systems until today and now is the time to analyze them. The next steps are producing suggestions from the data and creating predictions about the future. ...
cycloaddition and elimination-addition, which can be flexibly referred to design the decision process. Additionally, we advise to add a mechanism selection module determined by the confidence of LGM and RCP to decide which type of mechanism is suitable to produce explanations easier for human understa...
The main aim of the segmentation process is to transform an image to be more meaningful and easier to analyze and interpret (Pal and Pal, 1993). The meaningful segments, also known as ROI, is the initial step in transforming a color or a grayscale image from a low-level image processing...
The analogy of “hour” is used by this author simply to explain and set forth this model as one plausible way of making it easier to think about security, and thus categorize applications based on the activity or on the type of encryption required. Physical Versus Logical Security In this ...