Papers by Samuel Frontull
AlignFix: A Tool for Parallel Corpora Augmentation and Refinement (2026.eacl-demo)
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| Challenge: | High-quality datasets are crucial for training effective state of the art machine translation systems, but they can be noisy and degrade performance. |
| Approach: | They propose an open-source tool for augmenting data, identifying and correcting errors in parallel corpora. |
| Outcome: | The tool extracts consistent phrase pairs, enabling targeted replacements that can improve the dataset quality. |
LaTeXMT: Machine Translation for LaTeX Documents (2025.emnlp-demos)
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| Challenge: | LaTeXMT is a software solution for structure-preserving, source-to-source translation of LaTex documents. |
| Approach: | They propose a software solution for structure-preserving, source-to-source translation of LaTeX documents . authors propose transformer-based language models which can be trained on plain text . |
| Outcome: | The proposed software is available under the LGPL-3.0 open-source licence and a web version is publicly available. |