no code implementations • CL (ACL) 2021 • Panagiotis Kouris, Georgios Alexandridis, Andreas Stafylopatis
Abstract Nowadays, most research conducted in the field of abstractive text summarization focuses on neural-based models alone, without considering their combination with knowledge-based approaches that could further enhance their efficiency.
1 code implementation • ACL 2019 • Panagiotis Kouris, Alex, Georgios ridis, Andreas Stafylopatis
This work proposes a novel framework for enhancing abstractive text summarization based on the combination of deep learning techniques along with semantic data transformations.
no code implementations • COLING 2018 • Stella Markantonatou, Panagiotis Kouris, Yanis Maistros
We shed light on aspects of the relation between the semantics and the syntactic flexibility of multiword expressions by investigating fixed adjective similes (FS), a predicative multiword expression class not studied in this respect before.