Representation learning for very short texts using weighted word embedding aggregation

Cedric De Boom, Steven Van Canneyt, Thomas Demeester +1

Short text messages such as tweets are very noisy and sparse in their use of vocabulary. Traditional textual representations, such as tf-idf, have difficulty grasping the semantic…