2 code implementations • 3 Apr 2023 • Iakovos Evdaimon, Hadi Abdine, Christos Xypolopoulos, Stamatis Outsios, Michalis Vazirgiannis, Giorgos Stamou
In addition, we examine its performance on two NLG tasks from GreekSUM, a newly introduced summarization dataset for the Greek language.
no code implementations • 1 Dec 2021 • Hadi Abdine, Yanzhu Guo, Moussa Kamal Eddine, Giannis Nikolentzos, Stamatis Outsios, Guokan Shang, Christos Xypolopoulos, Michalis Vazirgiannis
DaSciM (Data Science and Mining) part of LIX at Ecole Polytechnique, established in 2013 and since then producing research results in the area of large scale data analysis via methods of machine and deep learning.
1 code implementation • loresmt (AACL) 2020 • Michalis Lioudakis, Stamatis Outsios, Michalis Vazirgiannis
In this paper we present a new ensemble method, Continuous Bag-of-Skip-grams (CBOS), that produces high-quality word representations putting emphasis on the modern Greek language.
no code implementations • LREC 2020 • Stamatis Outsios, Christos Karatsalos, Konstantinos Skianis, Michalis Vazirgiannis
Since word embeddings have been the most popular input for many NLP tasks, evaluating their quality is of critical importance.
no code implementations • 8 Oct 2018 • Stamatis Outsios, Konstantinos Skianis, Polykarpos Meladianos, Christos Xypolopoulos, Michalis Vazirgiannis
Word embeddings are undoubtedly very useful components in many NLP tasks.