Md. Arafat Sultan
       Department of Computer Science and Institute of Cognitive Science
       University of Colorado Boulder
       arafat (dot) sultan (at) colorado (dot) edu


The Academic Me 

Hi, I am Arafat. I am a Computer and Cognitive Science PhD student at the University of Colorado Boulder, working with Associate Professor Tamara Sumner. I graduated from the University of Dhaka, Bangladesh with a Bachelor's and a Master's degree in Computer Science and Engineering. I have also earned a Master's degree in Computer Science at the University of Colorado Boulder.


My Research Interests

I am primarily interested in computational semantics and machine learning. I work on a set of semantics problems as well as their application in education. Although I have no research experience so far on this, I am really really really interested in understanding the human cognitive mechanisms underlying language comprehension and possible ways in which such mechanisms can be incorporated into computational models of semantics.


Publications

Identifying core concepts in educational resources. James Foster; Md. Arafat Sultan; Holly Devaul; Ifeyinwa Okoye; Tamara Sumner. In Proceedings of the 12th ACM/IEEE Joint Conference on Digital Libraries (JCDL), 2012.


Identifying science concepts and student misconceptions in an interactive essay writing tutor. Steven Bethard, Ifeyinwa Okoye, Md. Arafat Sultan, Haojie Hang, James H. Martin, and Tamara Sumner.  In Proceedings of the Seventh Workshop on Innovative Use of NLP for Building Educational Applications, 2012.


DLS@CU-CORE: A simple machine learning model of semantic Md. Arafat Sultan, Steven Bethard, and Tamara Sumner. In Proceedings of the Second Joint Conference on Lexical and Computational Semantics (*SEM), 2013.