12 citations · 15 across the 2 of their papers we have counts for
3 papers · 1 filter
On the performance of phonetic algorithms in microtext normalization
Yerai Doval, Manuel Vilares, Jesús Vilares
User-generated content published on microblogging social networks constitutes a priceless source of information. However, microtexts usually deviate from the standard lexical and g…
Adaptive scheduling for adaptive sampling in POS taggers construction
Manuel Vilares Ferro, Victor M. Darriba Bilbao, Jesús Vilares Ferro
We introduce an adaptive scheduling for adaptive sampling as a novel way of machine learning in the construction of part-of-speech taggers. The goal is to speed up the training on…
Towards robust word embeddings for noisy texts
Yerai Doval, Jesús Vilares, Carlos Gómez-Rodríguez
Research on word embeddings has mainly focused on improving their performance on standard corpora, disregarding the difficulties posed by noisy texts in the form of tweets and othe…