This inventor holds 1 USPTO granted patent. Top assignee: Xerox Corporation. Active years: 2015.
Company Filing History:
Years Active: 2015
Title: Prasanth Kolachina: Innovator in Statistical Machine Translation
Introduction
Prasanth Kolachina is a notable inventor based in Andhra Pradesh, India. He has made significant contributions to the field of statistical machine translation. His innovative work focuses on predicting learning curves, which is essential for improving translation systems.
Latest Patents
Prasanth Kolachina holds a patent titled "Methods and systems for predicting learning curve for statistical machine translation system." This patent describes a system and method for predicting the learning curve of a statistical machine translation (SMT) system. The disclosed embodiments involve selecting a set of anchor points that correspond to the size of a corpus. A gold curve or benchmark curve is then fitted based on these anchor points to determine the BLEU score. Subsequently, a confidence score is computed based on the BLEU score and a set of parameters associated with the first set of anchor points. This innovative approach enhances the efficiency and accuracy of SMT systems.
Career Highlights
Prasanth Kolachina is currently employed at Xerox Corporation, where he continues to develop and refine technologies related to machine translation. His work at Xerox has allowed him to apply his expertise in statistical methods to real-world applications, contributing to advancements in the field.
Collaborations
Prasanth has collaborated with notable colleagues such as Nicola Cancedda and Sriram Venkatapathy. These collaborations have fostered an environment of innovation and have led to significant advancements in their respective fields.
Conclusion
Prasanth Kolachina is a distinguished inventor whose work in statistical machine translation has made a lasting impact. His patent on predicting learning curves demonstrates his commitment to enhancing translation systems. Through his career at Xerox Corporation and collaborations with esteemed colleagues, he continues to push the boundaries of innovation in this vital area of technology.