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Tag Archives: Natural-language-processing

Preprocessing is the major part of Natural Language Processing. In order to classify any text with high accuracy, cleaned data plays a major role. So,… Read More
The goal of contrastive learning is to learn such embedding space in which similar samples are close to each other while dissimilar ones are far… Read More
Pre-requisite: BERT-GFG BERT stands for Bidirectional Representation for Transformers. It was proposed by researchers at Google Research in 2018. Although, the main aim of that… Read More
Natural language processing (NLP) is a subfield of Artificial Intelligence (AI). This is a widely used technology for personal assistants that are used in various… Read More
In this article, we are going to learn about Transformers. We’ll start by having an overview of Deep Learning and its implementation. Moving ahead, we… Read More
Prerequisite: Sentiment Analysis  Before getting into the specifics of Aspect Modelling, let us first briefly understand what Sentiment Analysis is with a real-life example.  Sentiment… Read More
Language modeling is the way of determining the probability of any sequence of words. Language modeling is used in a wide variety of applications such… Read More
The named entity recognition (NER) is one of the most data preprocessing task. It involves the identification of key information in the text and classification… Read More
Unlike the word embedding techniques in which you represent word into vectors, in Sentence Embeddings entire sentence or text along with its semantics information is… Read More
What is word embeddings? It is the representation of words into vectors. These vectors capture important information about the words such that the words sharing… Read More
Do you want to achieve ‘the-state-of-the-art’ results in your next NLP project? Is your data insufficient for training the machine learning model? Do you want… Read More
In the past, did you ever imagine that you could talk to your phone and get things done? Or that your phone would talk back… Read More
As you’ve heard about the might of GPT-3 and it can be a threat to humans and a threat to lots of jobs since it… Read More
What is FLAIR? It is a simple framework for state-of-the-art NLP. It is a very powerful library which is developed by Zalando Research. The Flair… Read More
In this article, we will find the most similar sentence in the file to the input sentence. Example: File content: "This is movie." "This is… Read More