Search Results for author: Stamatis Outsios

Found 4 papers, 1 papers with code

NLP Research and Resources at DaSciM, Ecole Polytechnique

no code implementations1 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.

An Ensemble Method for Producing Word Representations focusing on the Greek Language

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.

Evaluation of Greek Word Embeddings

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.

Word Embeddings

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