English

Named Entity Recognition (NER)

Artificial Intelligence is the technology that aims to make machines have intelligence like human beings. As an Artificial Intelligence task, Natural Language Processing (NLP) aims to process, understand, and analyze natural languages by machines. A natural language is any language … Read More

Sentiment Analysis, Use Cases and Challenges

With the rapid growth of the web and social media, access to customer reviews is much faster and easier than ever. Customer-generated content such as product reviews, social media posts, forums, blog posts, surveys, or chatbot data is just like a gold … Read More

Multi-label Text Classification with Machine Learning and Deep Learning

Classification Methods For Binary Classification we only ask yes/no questions. If the question needs more than 2 options it is called Multi-class Classification. Our example above has 3 classes for classification. If there are multiple classes and we might need … Read More

Chatbots and Chatbot Analytics

“Information is the oil of 21st century, and analytics is the combustion engine.” Gartner Companies produce large amounts of data regardless of their volume or the sector they run on. The data became decisive for institutions, especially in terms of … Read More

NLP Overview

What is NLP? NLP (Natural Language Processing) is a research area under artificial intelligence that aims to be able to process, understand, analyze, and transform the natural language produced by people. As it still contains problems that cannot be solved completely, … Read More

Natural Language Processing

As natural language processing is a comprehensive problem, it is examined in different phases and by combining these phases, natural language processing applications can be developed. Each of the following layers has separate specialties within themselves. Phonetics Phonology Morphology Syntax … Read More