Past couple of months I have been working on a Question Answering System and in my upcoming blog posts, I would like to share some things I learnt in the whole process. I haven't reached to a satisfactory accuracy with the answers fetched by the system, but it is work in progress. Adam QAS on … Continue reading NLP: Question Classification using Support Vector Machines [spacy][scikit-learn][pandas]
In this blog post, I will be discussing all the tools of Natural Language Processing pertaining to Linux environment, although most of them would also apply to Windows and Mac. So, let's get started with some prerequisites. We will use Python's Pip package installer in order to install various python modules. $ sudo apt install … Continue reading Setting up Natural Language Processing Environment with Python
Naive Bayes Classifier is probably the most widely used text classifier, it's a supervised learning algorithm. It can be used to classify blog posts or news articles into different categories like sports, entertainment and so forth. It can be used to detect spam emails. But most important is that it's widely implemented in Sentiment analysis. … Continue reading Naive Bayes Classifier in Python
Lately I have been working on a simple C++ AI project about personal assistant and I am excited to discuss it with you today. So, basically for now it only supports Linux OS. ( 🙂 ). I wouldn't be sharing any of my code although I would be explaining the algorithm. This … Continue reading Artificial Intelligent Personal Assistant Program in C++.