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Jun 21, 2023 · 9 min read · In today's data-driven world, extracting and understanding named entities from text is crucial for various natural language processing tasks. Named Entity Recognition (NER) is a subtask of information extraction that aims to identify and classify nam...
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Jun 6, 2023 · 7 min read · Aspect-based sentiment analysis is a type of natural language processing technique that involves identifying specific aspects or features of a product or service, and the analysis of the sentiment expressed towards each of these aspects. It provides ...
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May 29, 2023 · 8 min read · Natural Language Processing (NLP) is a field of artificial intelligence that focuses on enabling computers to understand and process human language. One of the key techniques used in NLP is finetuning, which involves adapting a pre-trained language m...
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May 18, 2023 · 7 min read · I. Introduction Zero-shot learning (ZSL) is a machine learning paradigm that enables models to classify new examples that are not included in the training data. In Zero-Shot Learning, the model uses previously learned information to recognize new cla...
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May 14, 2023 · 12 min read · PDFs (Portable Document Format) are popular file formats for documents of all kinds, including contracts, manuals, reports, and more. One of the reasons for their popularity is that PDFs preserve the original formatting and layout of the document, ma...
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