Hindi and Marathi to English NE Transliteration Tool using Phonology and Stress Analysis

Optimizing Transliteration for Hindi/Marathi to English Using only Two Weights

An HMM Based Named Entity Recognition System for Indian Languages: The JU System at ICON 2013

This paper reports about our work in the ICON 2013 NLP TOOLS CONTEST on Named Entity Recognition. We submitted runs for Bengali, English, Hindi, Marathi, Punjabi, Tamil and Telugu. A statistical HMM (Hidden Markov Models…

Leveraging Alignment and Phonology for low-resource Indic to English Neural Machine Transliteration

In this paper we present a novel transliteration technique based on Orthographic Syllable(OS) segmentation for low-resource Indian languages (ILs). Given that alignment has produced promising results in Statistical Machi…

Mining Hindi-English Transliteration Pairs from Online Hindi Lyrics

This paper describes a method to mine Hindi-English transliteration pairs from online Hindi song lyrics. The technique is based on the observations that lyrics are transliterated word-by-word, maintaining the precise wor…

Investigating Lexical Sharing in Multilingual Machine Translation for Indian Languages

Multilingual language models have shown impressive cross-lingual transfer ability across a diverse set of languages and tasks. To improve the cross-lingual ability of these models, some strategies include transliteration…