English

A Baseline Neural Machine Translation System for Indian Languages

Computation and Language 2019-07-30 v1
Authors: Jerin Philip , Vinay P. Namboodiri , C. V. Jawahar
View on arXiv ↗ PDF ↗

Abstract

We present a simple, yet effective, Neural Machine Translation system for Indian languages. We demonstrate the feasibility for multiple language pairs, and establish a strong baseline for further research.

Keywords

machine translation natural language processing

Cite

@article{arxiv.1907.12437,
  title  = {A Baseline Neural Machine Translation System for Indian Languages},
  author = {Jerin Philip and Vinay P. Namboodiri and C. V. Jawahar},
  journal= {arXiv preprint arXiv:1907.12437},
  year   = {2019}
}

Related papers

View all related →
Computation and Language · Computer Science
Machine Translation Approaches and Survey for Indian Languages
Nadeem Jadoon Khan, Waqas Anwar, Nadir Durrani
2017-01-17
Computation and Language · Computer Science
Exploring Pair-Wise NMT for Indian Languages
Kartheek Akella, Sai Himal Allu, Sridhar Suresh Ragupathi, Aman Singhal +3
2020-12-11
Computation and Language · Computer Science
Machine Translation Systems in India
Sugata Sanyal, Rajdeep Borgohain
2013-04-30
Computation and Language · Computer Science
Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism
Orhan Firat, Kyunghyun Cho, Yoshua Bengio
2016-01-07
Computation and Language · Computer Science
Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges
Naveen Arivazhagan, Ankur Bapna, Orhan Firat, Dmitry Lepikhin +9
2019-07-12
Computation and Language · Computer Science
Evaluating Machine Translation Models for English-Hindi Language Pairs: A Comparative Analysis
Ahan Prasannakumar Shetty
2025-05-27
Computation and Language · Computer Science
Improving Multilingual Neural Machine Translation System for Indic Languages
Sudhansu Bala Das, Atharv Biradar, Tapas Kumar Mishra, Bidyut Kumar Patra
2024-03-18
Computation and Language · Computer Science
MATra: A Multilingual Attentive Transliteration System for Indian Scripts
Yash Raj, Bhavesh Laddagiri
2022-08-24
Computation and Language · Computer Science
Implications of Multi-Word Expressions on English to Bharti Braille Machine Translation
Nisheeth Joshi, Pragya Katyayan
2023-05-11
Computation and Language · Computer Science
Hindi to English: Transformer-Based Neural Machine Translation
Kavit Gangar, Hardik Ruparel, Shreyas Lele
2023-09-26
Computation and Language · Computer Science
Indowordnets help in Indian Language Machine Translation
Sreelekha S, Pushpak Bhattacharyya
2017-10-09
Computation and Language · Computer Science
Multitask Finetuning for Improving Neural Machine Translation in Indian Languages
Shaily Desai, Atharva Kshirsagar, Manisha Marathe
2021-12-06
Computation and Language · Computer Science
Neural Machine Translation for Low-Resourced Indian Languages
Himanshu Choudhary, Shivansh Rao, Rajesh Rohilla
2020-04-30
Computation and Language · Computer Science
Classifier-Based Text Simplification for Improved Machine Translation
Shruti Tyagi, Deepti Chopra, Iti Mathur, Nisheeth Joshi
2015-07-14
Computation and Language · Computer Science
Revisiting Low Resource Status of Indian Languages in Machine Translation
Jerin Philip, Shashank Siripragada, Vinay P. Namboodiri, C. V. Jawahar
2020-11-05
Computation and Language · Computer Science
Multi-Domain Neural Machine Translation
Sander Tars, Mark Fishel
2018-05-08
Computation and Language · Computer Science
Shiksha: A Technical Domain focused Translation Dataset and Model for Indian Languages
Advait Joglekar, Srinivasan Umesh
2024-12-13
Computation and Language · Computer Science
IndicXNLI: Evaluating Multilingual Inference for Indian Languages
Divyanshu Aggarwal, Vivek Gupta, Anoop Kunchukuttan
2022-04-20
Computation and Language · Computer Science
Neural Machine Translation for the Indigenous Languages of the Americas: An Introduction
Manuel Mager, Rajat Bhatnagar, Graham Neubig, Ngoc Thang Vu +1
2023-06-13
Computation and Language · Computer Science
The RGNLP Machine Translation Systems for WAT 2018
Atul Kr. Ojha, Koel Dutta Chowdhury, Chao-Hong Liu, Karan Saxena
2018-12-04
Computation and Language · Computer Science
Design of English-Hindi Translation Memory for Efficient Translation
Nisheeth Joshi, Iti Mathur
2012-10-23
Computation and Language · Computer Science
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation
Melvin Johnson, Mike Schuster, Quoc V. Le, Maxim Krikun +8
2017-08-23
Computation and Language · Computer Science
Quality Estimation Of Machine Translation Outputs Through Stemming
Pooja Gupta, Nisheeth Joshi, Iti Mathur
2014-07-11
Computation and Language · Computer Science
Does Syntactic Knowledge help English-Hindi SMT?
Taraka Rama, Karthik Gali, Avinesh PVS
2014-01-21
Computation and Language · Computer Science
Neural Machine Translation For Low Resource Languages
Vakul Goyle, Parvathy Krishnaswamy, Kannan Girija Ravikumar, Utsa Chattopadhyay +1
2023-04-19
R2 v1 2026-06-23T10:33:48.806Z