CLSep 12, 2017

OpenNMT: Open-source Toolkit for Neural Machine Translation

arXiv:1709.03815v11961 citationsHas Code
Originality Synthesis-oriented
AI Analysis

This provides researchers and practitioners with a flexible toolkit for NMT experiments, though it is incremental as it builds on existing open-source efforts.

The authors tackled the need for accessible tools in neural machine translation by introducing OpenNMT, an open-source toolkit that supports research into model architectures and features while maintaining competitive performance and modularity.

We introduce an open-source toolkit for neural machine translation (NMT) to support research into model architectures, feature representations, and source modalities, while maintaining competitive performance, modularity and reasonable training requirements.

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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