Apr 13, 2025 路 5 min read 路 In the vast realm of Natural Language Processing (NLP), data preprocessing is the bedrock of all downstream tasks鈥攚hether it's sentiment analysis, machine translation, or text summarization. Before any model shines, the text must be cleaned, normaliz...
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Mar 29, 2025 路 3 min read 路 [46] Data Management Cleaning and organizing data takes up 60% of a data scientist's time, according to research. Data Collection Data is available in various forms and files, making it difficult to collect the relevant data in the required format. D...
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Feb 6, 2025 路 6 min read 路 1. Introduction Natural Language Processing (NLP) in Arabic poses unique challenges due to its rich morphology, diacritics, and dialectal variations. Proper preprocessing is essential for improving the accuracy of NLP models. This guide offers a comp...
Join discussionNov 21, 2024 路 5 min read 路 What is NLP Pipeline? NLP is a set of steps followed to build an end-to-end NLP software. Pipeline provides the thinking to build any app from a basic level up to advanced or real time used applications. NLP software consists of the following steps...
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Nov 12, 2024 路 10 min read 路 Stemming Stemming is the process of simplifying a word to its basic form or root. This means removing any suffixes or prefixes to get to the core part of the word, which is called the lemma. For example, in stemming, words like "running," "runner," a...
Join discussionOct 9, 2024 路 4 min read 路 Have you ever tried explaining a complex idea to a friend and watched as their eyes glazed over? Or maybe you've sent a text that was completely misunderstood? Well, that鈥檚 where text parsing comes to the rescue! It's the superhero of language proces...
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Feb 1, 2023 路 1 min read 路 What is lemmatization? Lemmatization: It is the process of the group together the different inflected forms of the word so that they can be analyzed as a single item. It is quite similar to stemming, but it brings context to the words. So it links w...
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Sep 21, 2022 路 5 min read 路 RECAP Previous blog, We learned about what reinforcement is and the types of approaches it can take. Here, we are going to see a very interesting concept called "NLP". What is NLP The field of computer science known as "natural language processing" (...
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