NLP Archives – Mantium



What is a question answering model, and how are these models useful?

Create enterprise efficiencies using Question Answering Models. Over the past few years, question answering has developed rapidly. Question Answering (QA) has come a long way over the last couple of years. QA is the task of answering questions (typically reading comprehension questions); QA models can retrieve the answer to a…

December 22, 2022  ·   3 min read


Build Haystack QA pipeline to improve search results

Introduction In this article, we will learn how to build a question-answering (QA) system with the Haystack model using text data from our Developer portal as the knowledge base. Let’s see how we can improve the current search capabilities of the portal with this QA system. Suppose you need to become…

December 1, 2022  ·   11 min read


Understanding Question Answering

At the end of this article you will have an understanding of what Question Answering (QA) is, types of QA models and how they work. Introduction Remember when you were in high school, in English exams, you would have a section where you were expected to read a passage and…

November 15, 2022  ·   5 min read


Six useful resources to support your AI Data Science learning journey

If you want to learn data science in 2022 and are looking for the best resources such as tutorials, online courses, and websites, then you have come to the right place. Data Scientists are in high demand. Data scientists create algorithms designed to learn patterns and correlations from data, which…

September 6, 2022  ·   5 min read


Natural Language Processing: How did we get here? Where do large language models fit?

As the field of Natural Language Processing (NLP) takes the stage to transform businesses and enterprises around the globe, it’s natural to ask where NLP came from, what is the history behind it, and when? NLP spans linguistics, computer science, and AI, and focuses on developing computational systems that are…

June 14, 2022  ·   7 min read


5 NLP tasks that simplify business

What if an AI could find patterns within existing data, understand text, perform sentiment analysis, answer questions in real-time, summarize reports and generate new text? All while helping your employees work smarter, gain efficiency, and improve your business workflows. Natural language processing (NLP) is a branch of artificial intelligence that…

March 31, 2022  ·   4 min read

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