code for coling 2022 cogbert To use this code, first you need to download Eyetracking data from different websites.
A collection of such eyetracking data is at this page. Thanks Nora Hollenstein for this wonderful collections. You need to download Zuco 1.0, Zuco 2.0, Geco and other eyetracking data in order to train the Bi-LSTM model that used in this paper. Additionally, you need to download Spacy tool in order to annotate different features in the sentence. Therefore, please refer to the Spacy's home page for further instruction. Then you need to process the data to average the eye-tracking data of different people in the dataset and use the nFix feature to train the Bi-LSTM model.