Deep learning approach for the morphological synthesis in Malayalam and Tamil at the character level

B Premjith, KP Soman - Transactions on Asian and Low-Resource …, 2021 - dl.acm.org
Morphological synthesis is one of the main components of Machine Translation (MT)
frameworks, especially when any one or both of the source and target languages are …

[PDF][PDF] Implementation of Malayalam morphological analyzer based on hybrid approach

V Jayan - Proceedings of the 24th Conference on …, 2012 - aclanthology.org
Abstract The Malayalam Morphological analyzer, which described in this paper, is
developed based on the hybrid approach, ie combining methodologies of both paradigm …

A deep level tagger for malayalam, a morphologically rich language

AP Ajees, KJ Abrar, MI Sumam… - Journal of Intelligent …, 2020 - degruyter.com
In recent years, there has been tremendous growth in the amount of natural language text
through various sources. Computational analysis of this text has got considerable attention …

Deep learning based Character-level approach for Morphological Inflection Generation

V Prasad, B Premjith, C Chandran… - … and Control Systems …, 2019 - ieeexplore.ieee.org
In this paper, we present our work on morphological inflection generation of Sanskrit using a
deep learning approach. Sanskrit is a morphologically rich language which came into use …

Spellchecker for Malayalam using finite state transition models

N Manohar, PT Lekshmipriya, V Jayan… - 2015 IEEE Recent …, 2015 - ieeexplore.ieee.org
Finite-state machine is used as a core technology in many fields of natural language
processing. The applications include speech recognition and generation, spelling …

Enhancing Telugu Part-of-Speech Tagging with Deep Sequential Models and Multilingual Embeddings

MSR Reddy, KS Prashanth, SB Karthikeya… - Proceedings of the …, 2023 - aclanthology.org
Abstract Part-of-speech (POS) tagging is a fundamental task in natural language processing
(NLP) that involves assigning grammatical categories to words in a sentence. In this study …

Support for grammar inflections within a software development framework

B Mont-Reynaud, S Taron - US Patent 11,151,329, 2021 - Google Patents
A natural language understanding server includes grammars specified in a modified
extended Backus-Naur form (MEBNF) that includes an agglutination metasymbol not …

Support for grammar inflections within a software development framework

B Mont-Reynaud, S Taron - US Patent 11,797,777, 2023 - Google Patents
A natural language understanding server includes grammars specified in a modified
extended Backus-Naur form (MEBNF) that includes an agglutination metasymbol not …

Issues in development of Malayalam Morphological Analyzer

PM Vinod, V Jayan, VK Bhadran - 2012 Annual IEEE India …, 2012 - ieeexplore.ieee.org
Morphological analyzer is one of the important module of every Natural Language
Processing (NLP) applications. This paper describes about the major issues which are faced …