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In this article we will learn about the role of Text to text Transfer Transformer technique in Data Augmentation and how we can use this technique to improve the NLP model. In the current tech scenario Natural Language Processing has observed very rapid advancement in data augmentation field. Data Augmentation is used to improve the performance of model which is based on natural language processing (NLP). There are many techniques available using which we can achieve this in which one technique is Text to Text Transfer Transformer(T5) technique. We can use this technique for performing multiple NLP tasks by using ... Read More
In this article we will learn about various methods using which we can find products of uneven size matrix columns. Working with matrices is very common for fields like data analysis, machine learning, so there can be situations where we have to find the matrix column product which can be a challenging task. Let’s see some examples for finding the uneven size matrix column product − Method 1: Using a Simple Loop In this method we will use the concept of simple nested loop and we will iterate through the matrix column and compute their products. Example def col_product_loop(mat): ... Read More
The element in HTML5 is used to display self-contained content (images, videos, etc). This can be attached to the main program, and can be used at any place within the document without impacting the flow of document. Additionally, if we remove the tag, it won’t affect the structure of the document. Syntax The usage of tag in HTML is shown below − Image content... The parameters used in the caption are img, src and figcaption. The tag is used to specify the image source URL when we are including an ... Read More
The element in HTML5 is used to add self-contained information like diagrams, photographs or code present in a document. Generally, the figure element attached to the main program, we can use at any place in the document, and we can also remove the tag without impacting the flow of document. The element is used to add caption for the tag element . It is an optional tag placed before or after the tag’s content. The element is used to diagrams, markup photos etc., . The element is used to give caption for element. ... Read More
Fieldset is an element in HTML, used for grouping related elements. It is helpful to user if form fields are arranged in logical groupings. To differentiate the look from other parts of web page, it adds a border around the related elements. tag is used to define a caption for . It supports global as well as event attributes. It is compatible with all browsers. Syntax Following is the usage/syntax of fieldset in HTML .... The attributes used in fieldset are shown below Attributes are used in fieldset to perform the following functionaries − disabled − ... Read More
To add a container for an external application in HTML5 we use tag. It defines or embed a container for an external resource like, web pages, media player, pictures or a plug-in application. Following is the usage of embed tag in HTML − It doesn’t have closing tag. The browsers that support embed tag are google chrome, Internet explorer, Firefox, Apple Safari, Opera. It supports, global and event attributes in HTML. Most of the browsers display the element with default CSS settings like embed:focus { outline: none; } Attributes Now, ... Read More
To Emphasize the text content in HTML we use tag. It is same as tag. It has closing and opening tags, . The tag is a phrase tag. It renders as emphasized text. Emphasized text The text that is present in between open and closing tags of appears in an italic form. The main difference between italic and emphasized tag is that, emphasized tag semantically emphasizes on section of words whereas tag shows text in italic which indicate alternative mood. The effects of tag can be achieved by using ... Read More
In Html, we can edit the content by using contenteditable attribute, it specifies whether the elements content is editable or not by the user. The property of contentEditable is set or returns if the content of an element is editable. Syntax The usage/syntax of editable content in HTML is − The above contenteditable attribute has two values true/false. True indicates that the element is editable. False indicates that the element cannot be edited. Example Following is the example, to create editable content in an HTML − This ... Read More
Section is one of the tag used in HTML, which defines the section of document like header, footers, chapters etc., Section tag divided the content of document into two parts, section and subsections. It is useful when there is a requirement of two headers or footers or chapter or other sections of document needed. Section tag groups the related content in a generic block. It is a semantic element, that describes meaning to browser as well as developer. section has open and closing tags, It supports almost all browsers. Section tag also supports global attributes ... Read More
The definition term is represented as tag in HTML, it describes the name or term in a description list. The define term is conjunction with and tags. tag is used to describe each name or term tag defines a description list. define tag supports both global and event attributes. The tag is supported by almost all browsers. Syntax Following is the syntax of define term − code Example Following example of adding a definition term in HTML. Here we are using all the three ... Read More