Citation

If you publish research that uses flairNLP you have to cite it as follows:

If you are using Flair embeddings: - Akbik, A., Blythe, D., & Vollgraf, R. (2018). Contextual string embeddings for sequence labeling. In Proceedings of the 27th International Conference on Computational Linguistics (COLING 2018) (pp. 1638–1649). https://aclanthology.org/C18-1139/

If you use the Flair framework for your experiments: - Akbik, A., Bergmann, T., Blythe, D., Rasul, K., Schweter, S., & Vollgraf, R. (2019). FLAIR: An easy-to-use framework for state-of-the-art NLP. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics (Demonstrations) (pp. 54–59). https://aclanthology.org/N19-4010/

If you use our new "FLERT" models or approach: - Schweter, S., & Akbik, A. (2020). FLERT: Document-level features for named entity recognition. arXiv preprint. arXiv:2011.06993. https://arxiv.org/abs/2011.06993

If you use our TARS approach for few-shot and zero-shot learning: - Halder, K., Akbik, A., Krapac, J., & Vollgraf, R. (2020). Task-aware representation of sentences for few-shot and zero-shot learning. In Proceedings of the 28th International Conference on Computational Linguistics (COLING 2020) (pp. 3035–3049). https://kishaloyhalder.github.io/pdfs/tars_coling2020.pdf