CLJul 29, 2019

A Baseline Neural Machine Translation System for Indian Languages

arXiv:1907.12437v117 citations
Originality Synthesis-oriented
AI Analysis

This work addresses machine translation for Indian languages, but it is incremental as it sets a baseline rather than introducing major innovations.

The authors tackled the problem of machine translation for Indian languages by presenting a simple neural system, demonstrating feasibility for multiple language pairs and establishing a strong baseline for further research.

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.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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