Huyen Nguyen
Huyen Nguyen has 2 papers in our library, in 2019–2022, most of them on English, Universal Dependencies, Semantic role labeling; often with Alexandre Rademaker, Huaiyu Zhu, Yunyao Li.
OpenAlex · h-index 6 · 11 works · 558 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 90 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #5734
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Concepts, shelves and topics
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 4Research subjects and languages the work is about.English · 2 worksSemantic role labeling · 1 workUniversal Dependencies · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
2010s
Papers
- Universal Proposition Bank 2.0 (2022 · 18 citations)
Most languages have no propbank because manual annotation is expensive. The non-English propbanks that do exist use their own rolesets, which makes a single multilingual semantic role labeler impractical. UP2.0 extends the authors' 2017 resource by automatically labeling UD treebank text in 23 languages (8 families… - SimpleBooks: Long-term dependency book dataset with simplified English vocabulary for word-level language modeling (2019)
Smaller benchmarks for word-level language modeling are not good stand-ins for larger ones. In small corpora each word type occurs only a few times. As a result, architectures that lead on small sets, such as LSTMs on WikiText-2, often lose on large sets, where Transformers dominate WikiText-103. This weakens cheap…
All works
- NeMo: a toolkit for building AI applications using Neural ModulesarXiv:1909.09577 · original ↗ · no summary yetOleksii Kuchaiev et al.2019 · 243 citations
- Universal Proposition Bank 2.0Language Resources and Evaluation Conference (LREC)Ishan Jindal, Alexandre Rademaker, Michał Ulewicz, et al.2022 · 18 citations
- SimpleBooks: Long-term dependency book dataset with simplified English vocabulary for word-level language modelingarXiv:1911.12391Huyen Nguyen2019
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