25 Jul

Guide To Question Answer Retrieval With Multilingual Universal Sentence Encoder

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image-24565

Due to the explosion of the internet and the existence of several multicultural communities, one of the major challenges faced by this system is multilingual. In a multilingual scenario, it is expected that the QA system will be able to do: answer questions formulated in several languages and look for answers in several collections in different languages. There are two kinds of recognizable QA systems that manage information in different languages, i.e. cross-lingual QA system and a second multilingual QA system. The first one addresses the situation where questions are formulated in different languages from a single document. The second one performs a search over two or more document collections in different languages.

The post Guide To Question Answer Retrieval With Multilingual Universal Sentence Encoder appeared first on Analytics India Magazine.

25 Jul

Comprehensive Guide To Web Scraping With Selenium

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image-24563

Web scraping, surveys, questionnaires, focus groups, etc., are some of the widely used mechanisms for gathering insightful data. However, web scraping is considered the most reliable and efficient data collection method out of all these methods. Web scraping, also termed as web data extraction, is an automatic method for scraping large data from websites. It processes the HTML of a web page to extract data for manipulation, such as collecting textual data and storing it into some data frames or in a database.

The post Comprehensive Guide To Web Scraping With Selenium appeared first on Analytics India Magazine.