marathiNLP

Curated List of Natural Language Processing resources focused on the Marathi Language

This repository contains tools, datasets and tutorials to aid NLP research in Marathi. This repo was created to help developers get started on working in Marathi NLP. These are some resources that I believe can help increase the amount and depth of research done in Marathi.

Marathi is an Indian Language predominantly spoken in the state of Maharashtra, India and is based on the Devnagiri script with around 83 million speakers.

If any suggestions please open a new issue.

Contents

• Datasets
• StopWords
• Libraries
• Tools
• Papers

Dataset

• Marathi News Dataset
• Marathi Wikipedia Articles
• Handwritten Characters
• Positive/Negative Words

StopWords

• StopWords - 99 Words

Libraries

• iNLTK
• Indic NLP Library

Tools

• POS Tagger
• English to Marathi Translation

Papers

• Belerao, Mr Krushna, and V. S. Wadne. "Machine Translation Using Open NLP and Rules Based System English to Marathi Translator." International Journal on Recent and Innovation Trends in Computing and Communication 2.6 (2014): 1730-1733.
• Bapat, Mugdha, Harshada Gune, and Pushpak Bhattacharyya. "A paradigm-based finite state morphological analyzer for Marathi." Proceedings of the 1st Workshop on South and Southeast Asian Natural Language Processing. 2010.
• Rathod, Pravin H., Manikrao L. Dhore, and R. M. Dhore. "Hindi and Marathi to English machine transliteration using SVM." International Journal on Natural Language Computing 2.4 (2013): 55-71.
• Singh, Jyoti, Nisheeth Joshi, and Iti Mathur. "Part of speech tagging of Marathi text using trigram method." arXiv preprint arXiv:1307.4299 (2013).