Основано на
Nested Named Entity Recognition via Second-best Sequence Learning and Decoding
Takashi Shibuya, Eduard Hovy
Статья и соответствующий репозиторий.
а также **Adaptation of Deep Bidirectional Multilingual Transformers for Russian Language**
Yuri Kuratov, Mikhail Arkhipov ([Статья](https://arxiv.org/abs/1905.07213)) и самой [модели](https://huggingface.co/DeepPavlov/rubert-base-cased).
Запуск и полное использование полностью повторяется за оригинальным репозиторием.
Также в каталоге dumps можно найти пример обученной модели на данных NEREL-bio - веса обученной модели. Там же хранятся результаты обучения и тестирования модели.
Based upon
Nested Named Entity Recognition via Second-best Sequence Learning and Decoding
Takashi Shibuya, Eduard Hovy
Paper and related repo.
as well as **Adaptation of Deep Bidirectional Multilingual Transformers for Russian Language**
Yuri Kuratov, Mikhail Arkhipov ([Paper](https://arxiv.org/abs/1905.07213)) and the [model](https://huggingface.co/DeepPavlov/rubert-base-cased).
Launch and full use is completely the same as the original repository.
Also in the directory dumps you can find an example of a trained model on the data NEREL-bio - the weights of the trained model. The results of training and testing the model are also stored there.