Jacek Haneczok

New Benchmark Corpus and Models for Fine-grained Event Classification: To BERT or not to BERT?

We introduce a new set of benchmark datasets derived from ACLED data for fine-grained event classification and compare the performance of various state-of-the-art models on these datasets, including SVM based on TF-IDF character n-grams and neural context-free embeddings (GLOVE and FASTTEXT) as well…