AI Chat AI Image Generator AI Video Text to Speech

JUCBNMT at WMT2018 News Translation Task: Character Based Neural Machine Translation of Finnish to English

08/01/2019

∙

by Sainik Kumar Mahata, et al.

∙

∙

In the current work, we present a description of the system submitted to WMT 2018 News Translation Shared task. The system was created to translate news text from Finnish to English. The system used a Character Based Neural Machine Translation model to accomplish the given task. The current paper documents the preprocessing steps, the description of the submitted system and the results produced using the same. Our system garnered a BLEU score of 12.9.

Sainik Kumar Mahata
11 publications
Dipankar Das
36 publications
Sivaji Bandyopadhyay
13 publications

page 1

page 2

page 3

page 4

research

∙ 08/01/2019

JUMT at WMT2019 News Translation Task: A Hybrid approach to Machine Translation for Lithuanian to English

In the current work, we present a description of the system submitted to...

0 Sainik Kumar Mahata, et al. ∙

research

∙ 11/03/2019

Controlling Text Complexity in Neural Machine Translation

This work introduces a machine translation task where the output is aime...

0 Sweta Agrawal, et al. ∙

research

∙ 05/20/2022

Translating Hanja historical documents to understandable Korean and English

The Annals of Joseon Dynasty (AJD) contain the daily records of the King...

8 Juhee Son, et al. ∙

research

∙ 09/11/2018

On The Alignment Problem In Multi-Head Attention-Based Neural Machine Translation

This work investigates the alignment problem in state-of-the-art multi-h...

0 Tamer Alkhouli, et al. ∙

research

∙ 06/25/2020

Modeling Baroque Two-Part Counterpoint with Neural Machine Translation

We propose a system for contrapuntal music generation based on a Neural ...

0 Eric P. Nichols, et al. ∙

research

∙ 05/16/2016

The AMU-UEDIN Submission to the WMT16 News Translation Task: Attention-based NMT Models as Feature Functions in Phrase-based SMT

This paper describes the AMU-UEDIN submissions to the WMT 2016 shared ta...

0 Marcin Junczys-Dowmunt, et al. ∙

research

∙ 10/24/2021

Noisy UGC Translation at the Character Level: Revisiting Open-Vocabulary Capabilities and Robustness of Char-Based Models

This work explores the capacities of character-based Neural Machine Tran...

0 José Carlos Rosales Núñez, et al. ∙