Roland Vollgraf

Contextual String Embeddings for Sequence Labeling

2018 · International Conference on Computational Linguistics

Recent advances in language modeling using recurrent neural networks have made it viable to model language as distributions over characters. By learning to predict the next character on the basis of previous characters, such models …

Pooled Contextualized Embeddings for Named Entity Recognition

2019

Alan Akbik, Tanja Bergmann, Roland Vollgraf. Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers). 2019.