Construction of Word Dictionary for Bangla Vowel Ended Roots and Its Verbal Inflexions in UNL Based Machine Translation Scheme
Journal Title: Transactions on Machine Learning and Artificial Intelligence - Year 2017, Vol 5, Issue 1
Abstract
This paper focuses on the development of word dictionary of Bangla vowel ended roots and their verbal inflexions for an interlingua representation called Universal Networking Language (UNL) processors. A considerable amount of work has been done on the development of Bangla morphological analysis on verbs, nouns, prefixes and suffixes for machine translation. As far as the researchers are aware, no attempts, however, have been made to integrate the previous developments on Bangla vowel ended roots and their inflexions to a concrete computational output. This paper attempts to bridge the gap on Bangla vowel ended roots and inflexions in the framework of UNL system aiming to produce a Bangla word dictionary for UNL. The paper analyzes the Bangla vowel ended roots and verbal inflexions and develops their formats in the UNL structure. Dictionary entries of all vowel ended roots and their inflexions are developed in order to generate associated verbs for sentences. Following semantic rules these verbs can be used to convert Bangla native language sentences into UNL expressions, which are then converted into required native languages using the language specific generation rules. Conversion of a Bangla language sentence into UNL expression has also been shown in this paper.
Authors and Affiliations
Md. Nawab Yousuf Ali, Md. Shamsujjoha, Golam Sorwar, Shamim H Ripon
Keywords
Related Articles
- EP ID EP277045
- DOI 10.14738/tmlai.51.2479
- Views 50
- Downloads 0
Wide Band Patch Antenna using Defect Ground Structure Optimizing by Genetic Algorithm
The patch antenna is widely used in our life for a lot of its strong points as a low cost, easy and simple fabricated structure, and a code characteristic in radiation profile. But the narrow bandwidth is, however, the m...
Body Temperature Patterns in Captive Barbary Striped Grass Mousse (Lemniscomysbarbarus): Influence of Photoperiod and Sex Steroids
The Barbary striped grass mouse (Lemniscomys Barbarus) has been described as a diurnal and photoperiodic rodent, but no reliable data exist on the daily and seasonal rhythmicity of body temperature (Tb). In this study, T...
Extracting Sentiments and Summarizing Health Reviews from Social Media Using Machine Learning Techniques
Most of the health organizations provide an array of medical services and request their beneficiaries to provide their experience’s in the form of opinion/reviews for which they are associated. Doctors of national and in...
Authorship Identification using Generalized Features and Analysis of Computational Method
Authorship Identification is being used for forensics analysis and humanities to identify the author of anonymous text used for communication. Authorship Identification can be achieved by selecting the textual features o...
Gamification for Arabic Natural Language Processing: Ideas into Practice
Gamification is a novel IT development that focuses on how to address the use of games and apply game design techniques in a nongaming context. Recently, it has significantly attracted several researchers’ attention conc...