Search Results for author: Panagiotis Kouris

Found 3 papers, 1 papers with code

Abstractive Text Summarization: Enhancing Sequence-to-Sequence Models Using Word Sense Disambiguation and Semantic Content Generalization

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.

Abstractive Text Summarization named-entity-recognition +5

Abstractive Text Summarization Based on Deep Learning and Semantic Content Generalization

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.

Abstractive Text Summarization

Fixed Similes: Measuring aspects of the relation between MWE idiomatic semantics and syntactic flexibility

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.

Relation

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