no code implementations • ICON 2020 • Hema Ala, Dipti Sharma
In this paper we present two Machine Learning algorithms namely Stochastic Gradient Descent and Multi Layer Perceptron to Identify the technical domain of given text as such text provides information about the specific domain.
no code implementations • ICON 2020 • Hema Ala, Dipti Sharma
We present a Graph Based Approach to automatically extract domain specific terms from technical domains like Biochemistry, Communication, Computer Science and Law.
no code implementations • ICON 2020 • Hema Ala, Dipti Sharma
Adapting new domain is highly challenging task for Neural Machine Translation (NMT).
no code implementations • RANLP 2021 • Hema Ala, Vandan Mujadia, Dipti Sharma
In this paper, we present a novel approachfor domain adaptation in Neural MachineTranslation which aims to improve thetranslation quality over a new domain. Adapting new domains is a highly challeng-ing task for Neural Machine Translation onlimited data, it becomes even more diffi-cult for technical domains such as Chem-istry and Artificial Intelligence due to spe-cific terminology, etc.