Case Study of Named Entity Recognition in Odia Using Crf++ Tool
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2013, Vol 4, Issue 6
Abstract
NER have been regarded as an efficient strategy to extract relevant entities for various purposes. The aim of this paper is to exploit conventional method for NER in Odia by parameterizing CRF++ tool in different ways. As a case study, we have used gazetteer and POS tag to generate different feature set in order to compare the performance of NER task. Comparison study demonstrates how proposed NER system works on different feature set.
Authors and Affiliations
Dr. Rakesh Balabantaray, Suprava Das, Kshirabdhi Mishra
Keywords
Related Articles
- EP ID EP151484
- DOI 10.14569/IJACSA.2013.040629
- Views 74
- Downloads 0
Ensuring Data Provenance with Package Watermarking
The last decade has shown tremendous growth data production from different sectors, e.g., biology, financial markets, scientific computing, business processes, Internet of Things. The “Data is New Oil” has become a prove...
A web based Publish-Subscribe framework for mobile computing
The growing popularity of mobile devices is permanently changing the Internet user’s computing experience. Smartphones and tablets begin to replace the desktop as the primary means of interacting with various information...
Impact of Different Data Types on Classifier Performance of Random Forest, Naïve Bayes, and K-Nearest Neighbors Algorithms
This study aims to evaluate impact of three different data types (Text only, Numeric Only and Text + Numeric) on classifier performance (Random Forest, k-Nearest Neighbor (kNN) and Naïve Bayes (NB) algorithms). The class...
Improving Web Page Prediction Using Default Rule Selection
Mining user patterns of web log files can provide significant and useful informative knowledge. A large amount of research has been done in trying to predict correctly the pages a user will most likely request next. Mark...
Validation of the Proposed Hardness Analysis Technique for FPGA Designs to Improve Reliability and Fault-Tolerance
Reliability and fault tolerance of FPGA systems is a major concern nowadays. The continuous increase of the system’s complexity makes the reliability evaluation extremely difficult and costly. Redundancy techniques are w...