Laurent Sartran
Laurent Sartran has 2 papers in our library, in 2020–2022, most of them on Machine translation, Language models & pretraining; often with Chris Dyer, Phil Blunsom, Adhiguna Kuncoro.
OpenAlex · ORCID · h-index 6 · 13 works · 133 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 71 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #7195
Affiliations
Fields, topics and concepts
📚 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 2Research subjects and languages the work is about.Language models & pretraining · 1 workMachine translation · 1 work
Works by year
2020s
Papers
- Transformer Grammars: Augmenting Transformer Language Models with Syntactic Inductive Biases at Scale (2022 · 72 citations)
Large Transformer LMs perform strongly without any explicit model of hierarchical syntax. It was unclear whether recursive syntactic composition, which helped small LSTM-based RNNGs, still adds value for Transformers at larger scale. The authors introduce Transformer Grammars (TGs), built on Transformer-XL, which… - Better Document-Level Machine Translation with Bayes' Rule (2020 · 72 citations)
Translating whole documents requires cross-sentence context. For example, Chinese marks tense and number less explicitly than English, so the right English form often depends on other sentences. However, parallel documents for training are scarce. The authors address this by applying Bayes' rule, the classic noisy…
All works
- Transformer Grammars: Augmenting Transformer Language Models with Syntactic Inductive Biases at ScaleTransactions of the Association for Computational Linguistics (TACL)Laurent Sartran, Samuel Barrett, Adhiguna Kuncoro, et al.2022 · 72 citations
- Better Document-Level Machine Translation with Bayes' RuleTransactions of the Association for Computational Linguistics (TACL)Lei Yu, Laurent Sartran, Wojciech Stokowiec, et al.2020 · 72 citations
- Enabling arbitrary translation objectives with Adaptive Tree Search ↗arXiv:2202.11444 · no summary yetWang Ling et al.2022
Co-authors here
- Chris Dyer ×2
- Phil Blunsom ×2
- Adhiguna Kuncoro
- Lei Yu
- Lingpeng Kong
- Miloš Stanojević
- Wang Ling
- Wojciech Stokowiec
Venues
- Transactions of the Association for Computational Linguistics (TACL) ×2: Transactions of the Association for Computational Linguistics (TACL) 2022, Transactions of the Association for Computational Linguistics (TACL) 2020
Cited by
Updated
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