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Home/Authors/Varun Ghat Ravikumar

Varun Ghat Ravikumar

1 indexed paper

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Publications per year

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26

Top categories

NLP×1

Frequent co-authors

Sina Ahmadi1×
Lena Jäger1×
Rico Sennrich1×

Research Timeline

2026
A Factorial Study of Synthetic Data Generation for Low-Resource Machine Translation using Grammar Books

This paper introduces a pipeline to extract grammatical rules, example sentences, and lexicons from grammar books and generates synthetic parallel corpora for fine-tuning machine translation models on three under-resourced languages.

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Papers

cs.CLEmpiricalRecentJul 24, 2026

A Factorial Study of Synthetic Data Generation for Low-Resource Machine Translation using Grammar Books

Varun Ghat Ravikumar, Sina Ahmadi, Lena Jäger, Rico Sennrich

This paper introduces a pipeline to extract grammatical rules, example sentences, and lexicons from grammar books and generates synthetic parallel corpora for fine-tuning machine translation models on…

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