Named Entity Recognition for Telugu Language
Journal Title: International Journal of Computational Engineering and Management IJCEM - Year 2017, Vol 20, Issue 1
Abstract
Named entity recognition (NER) is a subtask of information extraction that seeks to locate and classify elements in text into predefined categories such as names of persons, locations, organizations, date, measures etc; NER has many applications in Natural Language Processing (NLP). Data classification, more accurate internet search engines, automatic indexing of documents, automatic question answering, cross language information access, and machine translation system etc are applications of NER in NLP. This paper describes about the development of a two stage hybrid Named Entity Recognition system for Telugu language. We have used Maximum Entropy Model in this system. We have used variety of features and contextual information for predicting the various Named Entity (NE) classes. We have also tried to identify the nested named Entities by giving some linguistic rules.
Authors and Affiliations
M. Humera Khanam P. Udayasri
Keywords
Related Articles
- EP ID EP195935
- DOI -
- Views 97
- Downloads 0
Performance Analysis on Content Management Systems: A Case Study of Drupal and Joomla
Nowadays, a company’s website plays an important role in its production and business. It helps promote the products, introduce the company profile and provide information on its activities. As not everybody in a company...
Rural Women Entrepreneurship in India
Rural woman constitutes the family, which leads to society and Nation. Social and economic development of women is necessary for overall economic development of any society or a country. Entrepreneurship is the state of...
Innovative heuristics modeling for Dynamic Project Time Optimization
Efficient and effective project management significantly improves the bottom line of an organization as well as enhances service level provided to customers. The dynamic nature of time escalations of the various tasks of...
Design & Simulation of Triple Band Micro Strip Patch Antenna for FPV, Wi-Max and W-Lan Application
This paper presents a Rectangular micro-strip patch antenna by cutting three horizontal slots. It is triple-band antenna, which operates at three resonant frequencies 1.2, 3.2 & 4.5GHz.Which is a new multi-band micro...
Energy Saving using Cloud Computing
This paper describes cloud computing, a platform for next generation internet computing and various layers comprising a cloud. The paper defines green computing, how energy can be saved using cloud. It proposes novel ide...