How to Use NER to Extract Core Product Terms from E-Commerce Titles
May 9, 2025 · 6 min read · 1 Introduction In e-commerce, product titles are often written by sellers in a detailed and descriptive manner, including brand names, places of origin, attributes, and other qualifiers. Unlike English, which uses spaces to separate words, Chinese la...
Join discussionNational Engineering Register
Apr 30, 2025 · 3 min read · Is NER membership compulsory for engineers in Australia? Learn whether the National Engineering Register is mandatory and when it's required for career and compliance. What Is the National Engineering Register (NER)? The National Engineering Register...
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Named Entity Recognition with BERT and Hugging Face 🤗
Mar 17, 2025 · 6 min read · What is NER (Named Entity Recognition)? Named Entity Recognition is a technique in Natural Language Processing (NLP), which involves identifying and classifying entities—such as names of people, organizations, locations, dates, and numerical values—w...
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Arabic Language Tokenization Explained: Key Concepts and Methods
Dec 22, 2024 · 7 min read · Introduction Tokenization is one of the first steps in Natural Language Processing (NLP), where text is divided into smaller units known as tokens. These units can be words, sentences, or even characters. Tokenization is essential for text analysis, ...
Join discussionHow to Use Python for Natural Language Processing (NLP)
Sep 18, 2024 · 5 min read · Natural Language Processing (NLP) is a branch of artificial intelligence that focuses on enabling computers to understand, interpret, and respond to human language. NLP has applications in various fields, such as chatbots, sentiment analysis, machine...
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Modernize Your Document Management with Azure AI and Generative AI: Advance OCR, Intelligent Tagging, and NER
Aug 15, 2024 · 12 min read · Is your company still manually processing millions of documents, classifying them by hand, or using outdated, inaccurate scripts to extract important information? Or perhaps you are deep into your GenAI efforts and have built advanced knowledge bases...
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Organizing movie collection with machine learning
Jun 17, 2024 · 2 min read · If you have downloaded movies from internet sources, chances are that those video file names' contains a lot of garbage in it. Oppenheimer.2023.1080p.LM.HD-TeleSync.DUAL.DD2.0.H.264-xCLuMsYx.mkv Minions The Rise of Gru 2022 BluRay ReMux 1080p AVC Tru...
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Extract any entity from text with GLiNER
Mar 21, 2024 · 6 min read · Those who have worked in the past with the NER (named entity recognition) paradigm know well the value of having a performing model for the task on which it has been trained. In fact, NER models are extremely useful for data mining and textual analys...
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Building a Custom NER Model with SpaCy: A Step-by-Step Guide
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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