Thomas Lavergne
Thomas Lavergne has 2 papers in our library, in 2010–2020; often with François Yvon, Jun'ichi Tsujii, Olivier Ferret.
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📄 2 works in our library · 🔗 Cited 225 times in our library · ⭐ Paper Stars ranking: #3931
Concepts, shelves and topics
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksArts and Humanities · 1 workComputer Vision and Pattern Recognition · 1 workLanguage and Linguistics · 1 work
Works by year
2020s
2010s
Papers
- CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters (2020 · 204 citations)
Since BERT, most Transformer encoders have kept its wordpiece tokenizer, although the architecture does not require it. - Practical Very Large Scale CRFs (2010 · 152 citations)
Linear-chain CRFs become expensive as the label set grows. Training and decoding costs rise quadratically with the number of labels, and so does the number of features that look at pairs of neighbouring labels. Practitioners have therefore tended to keep label sets small or prune label-pair features by hand.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2010
- International Conference on Computational Linguistics (COLING): COLING 2020
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