Machine Learning Classification

In this work we present sentiment analysis of messag- es posted on a medical forum. We categorize posts, written in English, into five categories: encourage- ment, gratitude, confusion, facts, and …...

We focus on two leading state-of-the-art approaches to grammatical error correc- tion – machine learning classification and machine translation. Based on the com- parative study of the two learning frame- …...

Technical writing in professional environ- ments, such as user manual authoring, re- quires the use of uniform language. Non- uniform language detection is a novel task, which aims to guarantee …...