Entries by Mallesh Murugesan
Bring clarity to unstructured data using Natural Language Processing (NLP) – Part 2
Natural language processing (NLP) is a branch of artificial intelligence that helps computers understand, interpret and manipulate human language, in particular how to program computers to process and analyze large amounts of natural language data. This is series 2 of the introduction to key capabilities of NLP technologies. Here is the link to Series 1 of this […]
How to measure an AI models performance – F1 score explained
Organizations often ask us, “How well is the AI model is doing?” Or “How do I measure its performance?”, we often respond with “Performance of the AI model is based on what the F1 score of the model is” and we will get a puzzled look on everyones face or asking “what is an F1 […]
Bring clarity to unstructured data using Natural Language Processing (NLP) – Part 1
Natural language processing (NLP) is a branch of artificial intelligence that helps computers understand, interpret and manipulate human language, in particular how to program computers to process and analyze large amounts of natural language data. In my previous articles, I have addressed some specific topics on NLP like Text Classification, Natural Language Search, etc. Here […]
Text Classification: Binary to Multi-label Multi-class classification
Unstructured data in the form of text is everywhere: emails, web pages, social media, survey responses, domain data and more. While textual data is very enriching, it is very complex to gain insights easily and classifying text manually can be hard and time-consuming. For businesses to make intelligent data-driven decisions, understanding the insights in the text […]
Transfer Learning
Transfer learning is a machine learning method where a model developed for a task is reused as the starting point for a model on a second task. In transfer learning, we leverage prior knowledge from one domain into a different domain. The way transfer learning is done is by deleting the last output layer and […]
Abeyon Techflow Team awarded spot on HHS IAAI IDIQ Contract
Abeyon and TechFlow Team awarded a spot on $49 million HHS IAAI IDIQ contract.
Knowledge Integration in AI
So let’s think about how humans learn, we humans are very good at continuously enriching and refining our knowledge and skills by seamlessly combining existing knowledge with new experiences. We exhibit a wide spectrum of learning abilities in various fields. We can be lawyers during the day and go play tennis or go for a […]
What is NLS?
NLS: Natural Language Search is a search using everyday spoken language, such as English. Using this type of search, you can ask a database a question or type in a descriptive sentence that describes your question. Though asking questions in a more natural way (ex: What is the population of England as of 2018? Or […]
AI Machine Learning Primer Contribution
Abeyon recently contributed to the ACT-IAC white paper on Artificial Intelligence Machine Learning Primer.