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Rapid Keyword Extraction (RAKE) Algorithm in Natural Language Processing

Analytics Vidhya

Rapid Automatic Keyword Extraction(RAKE) is a Domain-Independent keyword extraction algorithm in Natural Language Processing. It is an Individual document-oriented dynamic Information retrieval method. Concept of RAKE is built on three matrices Word Degree (deg(w)), Word Frequency (freq(w)), Ratio of […].

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Natural Language Processing to Detect Spam Messages

Analytics Vidhya

To detect spam users, we can use traditional machine learning algorithms that use information from users’ tweets, demographics, shared URLs, and social connections as features. […]. The post Natural Language Processing to Detect Spam Messages appeared first on Analytics Vidhya.

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Natural Language Processing (NLP) Engineer: Responsibilities & Roadmap

Unite.AI

Natural Language Processing , commonly referred to as NLP, is a field at the intersection of computer science, artificial intelligence, and linguistics. It focuses on enabling computers to understand, interpret, and generate human language.

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20 GitHub Repositories to Master Natural Language Processing (NLP)

Marktechpost

Natural Language Processing (NLP) is a rapidly growing field that deals with the interaction between computers and human language. Transformers is a state-of-the-art library developed by Hugging Face that provides pre-trained models and tools for a wide range of natural language processing (NLP) tasks.

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The Resume Parser for Extracting Information with SpaCy’s Magic

Analytics Vidhya

By automating the initial screening of resumes using SpaCy‘s magic , a resume parser acts as a smart assistant, leveraging advanced algorithms and natural language processing techniques […] The post The Resume Parser for Extracting Information with SpaCy’s Magic appeared first on Analytics Vidhya.

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Extracting Medical Information From Clinical Text With NLP

Analytics Vidhya

One of the most promising areas within AI in healthcare is Natural Language Processing (NLP), which has the potential to revolutionize patient care by facilitating more efficient and accurate data analysis and communication.

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Creating Conversational Interfaces with React and Natural Language Processing

Chatbots Life

One way to achieve this is by using Natural Language Processing (NLP) and React to build conversational interfaces that can understand and respond to user input naturally. NLP is a subfield of artificial intelligence (AI) that deals with the interaction between computers and humans using natural language.