NLP(Natural Language Processing)

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Multilingual Sentiment Analysis – Importance, Methodology, and Challenges

ai, AI (Artificial Intelligence), Artificial Intelligence, Computer vision, NLP, NLP(Natural Language Processing), Shaip Blogs

The internet has become a massive, always-on focus group. Customers share opinions in product reviews, app store comments, support chats, social media posts, and community forums—often switching between languages and dialects in a single conversation. If you only analyze English, you’re ignoring a huge portion of what your customers actually feel. Recent estimates suggest roughly […]

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Extracting Key Clinical Information from Electronic Health Records (EHRs) using NLP

ai, AI (Artificial Intelligence), Artificial Intelligence, EHR, Healthcare AI, NLP, NLP(Natural Language Processing), Shaip Blogs

This is no new information or statistic that over 80% of the healthcare data available for stakeholders is unstructured. The rise of EHRs has exponentially made it easier for healthcare professionals to access, store, and modify interoperable data for their purposes. To give you a brief example of the different types of unstructured data available

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NLP in Radiology: Applications, Benefits & Challenges in Medical Imaging Reports

ai, AI (Artificial Intelligence), Artificial Intelligence, Healthcare AI, NLP, NLP(Natural Language Processing), Shaip Blogs

Radiologists today face an overwhelming workload, spending hours reading and interpreting thousands of narrative medical imaging reports. With rising demand, manual reporting often leads to delays, inconsistencies, and missed findings. Natural Language Processing (NLP) is emerging as a transformative technology in healthcare, helping radiologists automate report extraction, improve diagnostic accuracy, and enhance patient outcomes. In

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NLP vs LLM: Differences Between Two Related Concepts

ai, AI (Artificial Intelligence), Artificial Intelligence, Large Language Models, LLM, NLP, NLP(Natural Language Processing), Shaip Blogs

Language is complex—and so are the technologies we built to understand it. At the intersection of AI buzzwords, you’ll often see NLP and LLMs mentioned as if they’re the same thing. In reality, NLP is the umbrella methodology, while LLMs are one powerful tool under that umbrella. Let’s break it down human-style, with analogies, quotes,

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Top NLP Dataset to Supercharge Your Machine Learning Models

ai, AI (Artificial Intelligence), Artificial Intelligence, NLP, NLP(Natural Language Processing), Shaip Blogs

NLP datasets are the backbone of many natural language processing projects, offering flexibility for a wide range of tasks such as text classification, sentiment analysis, and question answering. The Blog Authorship Corpus, for instance, contains over 681,000 blog posts from nearly 20,000 bloggers, making it a rich resource for studying writing styles, author identification, and

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What is Named Entity Recognition (NER) – Example, Use Cases, Benefits & Challenges

ai, AI (Artificial Intelligence), Artificial Intelligence, Machine Learning, NER, NLP(Natural Language Processing), Shaip Blogs

Every time we hear a word or read a text, we have the natural ability to identify and categorize the word into people, place, location, values, and more. Humans can quickly recognize a word, categorize it and understand the context. For example, when you hear the word ‘Steve Jobs,’ you can immediately think of at

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Why Multilingual AI Text Data is Crucial for Training Advanced AI Models

ai, AI (Artificial Intelligence), ai training data, Artificial Intelligence, NLP, NLP(Natural Language Processing), Shaip Blogs, Text Collection, text data collection

The world is a vibrant tapestry of cultures and languages. While differences in geography, language, and ideologies exist, shared emotions connect us. To truly harness the power of Artificial Intelligence (AI), we must move beyond a single-language focus. Currently, AI’s understanding is limited, particularly when interacting beyond English. To make the internet and AI truly

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The Role of NLP in Insurance Fraud Detection and Prevention

ai, AI (Artificial Intelligence), Artificial Intelligence, NLP, NLP(Natural Language Processing), Shaip Blogs

We are witnessing an era in which AI is also being used by fraudsters. This makes it extremely difficult for users to detect suspicious activity. Frauds are costing the industry billions, with estimates suggesting a staggering $300 billion+ in damages for Americans alone. This is where Natural Language Processing comes in, allowing insurance companies and

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Top NLP Trends to Look After in 2025

ai, AI (Artificial Intelligence), Artificial Intelligence, NLP, NLP(Natural Language Processing), Shaip Blogs

If you are active in the AI space, then you must be familiar with NLP, which stands for Natural Language Processing. NLP is changing how machines can interact with and understand human language. This is a huge deal, especially in regions like India, where there are 20+ official languages and 19,000+ dialects. By leveraging NLP,

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