Now showing items 11-15 of 15
A Neural Network Approach for Argument Reasoning Comprehension
The dream of enabling machines to think like humans has emerged ever since the invention of computers. Over the years people have tried to build machine-based systems that can parse and understand natural languages like ...
Learning Based Algorithms for Speech Applications Under Domain Mismatch Conditions
Recent years have experienced a tremendous growth in the use of voice based virtual assistants. Communicating with the digital world via voice is becoming a very easy and pleasant experience, since this mode of interaction ...
Neural Network Models for Text Understanding
Text understanding is a key component of Natural Language Processing (NLP) and Artificial Intelligence (AI). The traditional approaches to solve this problem are by joining the features selected from sentences and the ...
Automated Essay Analysis
Automated essay analysis is one of the most important educational applications of natural language processing. The practical value of automated essay analysis systems is that they can perform essay analysis tasks faster, ...
Logic-based Approaches in Explainable AI and Natural Language Understanding
Dramatic success of machine learning algorithms has led to a torrent of Artificial Intelligence (AI) applications in computer vision and natural language understanding. However, the effectiveness of these systems is limited ...