This data release contains the trained neural network models and the experimental results related to the paper "Biomedical Event Extraction Using Convolutional Neural Networks and Dependency Parsing" published at the BioNLP'18 Workshop. For more information on using this data please see the TEES Wiki at https://github.com/jbjorne/TEES/wiki/TEES-CNN-BioNLP18. For more information on the files please see the README file.