Elizabeth Salesky
Elizabeth Salesky has 2 papers in our library, in 2021–2026, most of them on Machine translation, Tokenization & segmentation; often with Arun Raja, Benoît Sagot, Chenglei Si.
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📄 2 works in our library · 🔗 89 citations in our library · ⭐ Paper Star rank #4190
Topics
Machine translation (1) Tokenization & segmentation (1)
Works by year
2020s
Papers
- Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP (2021 · 89 citations)
This is a survey paper by the BigScience Workshop tokenization working group. The authors examine which units of text NLP models should operate on: words, subwords, characters, bytes, or even pixels. The paper offers no new data and no method of its own. Instead, it connects research from the pre-neural and neural… - AMTA Best Thesis Award Abstract: Overcoming Vocabulary Challenges in Natural Language Processing (2026)
This award-winning thesis abstract addresses a part of NLP pipelines that has changed little since neural MT emerged: building the model vocabulary.
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