flair/frame-english

F1-Score: 89,34 (Ontonotes) - predicts Proposition Bank verb frames . Based on Flair embeddings and LSTM-CRF, this is the standard verb disambiguation model for English that ships with Flair . The following Flair script was used to train this model: Flair (pip install flair) and run training with the Flair model . The paper is available in the issue of the North American Computational Linguistics (Demonstrations) NLP-Issues) and Flair tracker is available here here . Please cite the following paper using this model to help you understand the framework for state-of-the-,