Techsperiments

Tag: NLP

  • Sentiment Analysis with Python: Techniques and Tools

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    In the era of big data, sentiment analysis has emerged as a powerful tool for understanding public opinion, customer feedback, and social media trends. By analyzing the sentiment behind textual data, businesses can gain valuable insights and make informed decisions. Python, with its robust ecosystem of libraries and tools, is particularly well-suited for sentiment analysis.…

  • Zero Shot Classification Using BERT

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    1. Introduction In the realm of natural language processing (NLP), classification tasks typically rely on supervised learning, where models are trained on labeled datasets. However, zero shot classification presents a paradigm shift, allowing models to classify data into unseen categories without explicit training on those categories. This guide delves into zero shot classification using BERT…