Fine-grained Event Classification in News-like Text Snippets - Shared Task 2, CASE 2021

no code implementations • ACL (CASE) 2021 • Jacek Haneczok, Guillaume Jacquet, Jakub Piskorski, Nicolas Stefanovitch

This paper describes the Shared Task on Fine-grained Event Classification in News-like Text Snippets.

Classification Generalized Zero-Shot Learning +1

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

no code implementations • COLING 2020 • Jakub Piskorski, Jacek Haneczok, Guillaume Jacquet

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 as deep learning-based BERT with its contextual embeddings.

Classification