Search Results for author: Georgios Alexandridis

Found 2 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

ParVecMF: A Paragraph Vector-based Matrix Factorization Recommender System

2 code implementations22 Jun 2017 Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis

Neural language processing models, on the other hand, have already found application in recommender systems, mainly as a means of encoding user preference data, with the actual textual description of items serving only as side information.

Recommendation Systems

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