2 citations · 2 across the 2 of their papers we have counts for
3 papers
Unsupervised Sentence Representations as Word Information Series: Revisiting TF--IDF
Ignacio Arroyo-Fernández, Carlos-Francisco Méndez-Cruz, Gerardo Sierra +2
Sentence representation at the semantic level is a challenging task for Natural Language Processing and Artificial Intelligence. Despite the advances in word embeddings (i.e. word…
Efficient Social Network Multilingual Classification using Character, POS n-grams and Dynamic Normalization
Carlos-Emiliano González-Gallardo, Juan-Manuel Torres-Moreno, Azucena Montes Rendón +1
In this paper we describe a dynamic normalization process applied to social network multilingual documents (Facebook and Twitter) to improve the performance of the Author profiling…
Sentence Compression in Spanish driven by Discourse Segmentation and Language Models
Alejandro Molina, Juan-Manuel Torres-Moreno, Iria da Cunha +2
Previous works demonstrated that Automatic Text Summarization (ATS) by sentences extraction may be improved using sentence compression. In this work we present a sentence compressi…