97 citations · 136 across the 12 of their papers we have counts for
4 papers · 1 filter
An empirical study on large scale text classification with skip-gram embeddings
Georgios Balikas, Massih-Reza Amini
We investigate the integration of word embeddings as classification features in the setting of large scale text classification. Such representations have been used in a plethora of…
TwiSE at SemEval-2016 Task 4: Twitter Sentiment Classification
Georgios Balikas, Massih-Reza Amini
This paper describes the participation of the team "TwiSE" in the SemEval 2016 challenge. Specifically, we participated in Task 4, namely "Sentiment Analysis in Twitter" for which…
e-Commerce product classification: our participation at cDiscount 2015 challenge
Ioannis Partalas, Georgios Balikas
This report describes our participation in the cDiscount 2015 challenge where the goal was to classify product items in a predefined taxonomy of products. Our best submission yield…
On a Topic Model for Sentences
Georgios Balikas, Massih-Reza Amini, Marianne Clausel
Probabilistic topic models are generative models that describe the content of documents by discovering the latent topics underlying them. However, the structure of the textual inpu…