In this article we discuss Introduction to Text Summarization. Text Summarization as an AI Application and in particular as an NLP application. It is a field in NLP and it has huge applications. Here I will be discussing about: What is Text Summarization. What is scope of Text Summarization Types of Text Summarization Characterization ofContinue reading “Introduction to Text Summarization: Present and Future Of Text Summarization”
Tag Archives: AI
Artificial Intelligence and Flower Blooming Early – Effect of Ecosystem. Analysis and Solutions!
Spring are associated with warmth and water is required for flowers to bloom. As per Wikipedia (Spring (season) – Wikipedia) spring relates to flowering of many kinds of plants, animal life change, smell of soil that has reached the temperature for flourishing of microflora. Plants flowering a month before, means the heat of Sun orContinue reading “Artificial Intelligence and Flower Blooming Early – Effect of Ecosystem. Analysis and Solutions!”
Natural Language Processing (NLP) has evolved with the growth of Artificial Intelligence. The famous turning test relies heavily on NLP, since the way an analyst differentiate between a machine and a human is through questions in Natural Language, be it any language, understood by the both. Back then in the 1950’s information retrieval automation workContinue reading “NLP Overview”
AI based sensors for Forest Fires detection and AI based systems for Stopping the Spread
These days people are talking of colonization of Mars and Moon. Wait! Hold On! Earth needs lot of innovations in AI ! Don’t just jump in to make solutions for Mars and Moon where you don’t even know the oxygen needed by human would be available in enough quantities. There is lack of oxygen inContinue reading “AI based sensors for Forest Fires detection and AI based systems for Stopping the Spread”
Are basic Electric Car- NOT Enough or Enough? #Climate change
Let us first understand why is the need of Electric cars? Why we have to get to new kind of fuel in cars ? Well, let me tell you — this is Climate Change Concerns. So, for that we need to reduce the carbon in air, most of it is emitted out of cars that burnContinue reading “Are basic Electric Car- NOT Enough or Enough? #Climate change”
Choosing the Right New Source of Energy with Help of AI and Computer Simulations: Stop and Think Before Implementing
Yes, we are in a race against time to protect the environment. There is growing imbalance in primarily the following three broad categories: In air On Earth’s surface Below Earth’s Surface So dear stakeholders, its good to find a new source of energy that can replace fossil fuels. It gives the excitement and the requiredContinue reading “Choosing the Right New Source of Energy with Help of AI and Computer Simulations: Stop and Think Before Implementing”
AI Simulation Fields for making AI enabled Self-Driving Cars — Learn with Deep Learning. Vision for Future.
This article aims to present a design for training AI based self-driving cars. Look this should had been filed as a Design Patent technically, but I don’t have enough funding. So in case you want to enhance it, please do give this article in your reference section. I have explained it all in formContinue reading “AI Simulation Fields for making AI enabled Self-Driving Cars — Learn with Deep Learning. Vision for Future.”
Is AI a threat as some feel ! It is a boon!
It was an odd article I read today, that AI shall hack human brains. Well what will hack human brains is the devises to measure the MRI signals and brain activity and these DONOT USE AI. THESE ARE MECHANICAL DEVISES NOT AI DEVISES. One must understand AI first, then human brains and then humans. UnderstandContinue reading “Is AI a threat as some feel ! It is a boon!”
Pre-processing and Post-processing Filtering Systems for Language Models with help of Sentiment Analysis
Nidhika Yadava Abstract– A recent news showed how AI algorithms can adversely effects children, teenagers and adults as well. This article lays foundation to filtering system to pre-process and post-process the Large Language Models for both input and output to the system. Henceforth creating AI models that can be used in applications withContinue reading “Pre-processing and Post-processing Filtering Systems for Language Models with help of Sentiment Analysis”
Textual Data Represented using Group Theory and NLP Problem Solving – An Abstract Mathematical Model
Abstract-This article lays emphasis on how Abstract Algebra topic of Group Theory can be applied to the problems of Natural Language Processing. Here the monoid is defined for certain NLP tasks and the proposed extension of the free semigroup to free Group is illustrated for its meaning in several NLP tasks.Continue reading “Textual Data Represented using Group Theory and NLP Problem Solving – An Abstract Mathematical Model”