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Sentence embeddings are a powerful tool in natural language processing that helps analyze and understand language. Transformers, a type of neural network architecture, are a popular method for generating these...

Rule-based sentiment analysis in Natural Language Processing (NLP) is a method of sentiment analysis that uses a set of manually-defined rules to identify and extract subjective information from text data....

Almost 90% of the machine learning models encounter delays and never make it into production. Likewise, almost 80% of AI/ML projects stall at some stage before deployment. Developing a machine...

Visual question answering (VQA), an area that intersects the fields of Deep Learning, Natural Language Processing (NLP) and Computer Vision (CV) is garnering a lot of interest in research circles....

Recently, a market research company was conducting a study on customer satisfaction in the travel industry. They had a vast amount of data to analyze, including travel reviews from TripAdvisor....