46 citations · 150 across the 33 of their papers we have counts for
7 papers · 1 filter
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…
Automatic Text Summarization Approaches to Speed up Topic Model Learning Process
Mohamed Morchid, Juan-Manuel Torres-Moreno, Richard Dufour +2
The number of documents available into Internet moves each day up. For this reason, processing this amount of information effectively and expressibly becomes a major concern for co…
Métodos de Otimização Combinatória Aplicados ao Problema de Compressão MultiFrases
Elvys Linhares Pontes, Thiago Gouveia da Silva, Andréa Carneiro Linhares +2
The Internet has led to a dramatic increase in the amount of available information. In this context, reading and understanding this flow of information have become costly tasks. In…
Extending Automatic Discourse Segmentation for Texts in Spanish to Catalan
Iria da Cunha, Eric SanJuan, Juan-Manuel Torres-Moreno +1
At present, automatic discourse analysis is a relevant research topic in the field of NLP. However, discourse is one of the phenomena most difficult to process. Although discourse…
A German Corpus for Text Similarity Detection Tasks
Juan-Manuel Torres-Moreno, Gerardo Sierra, Peter Peinl
Text similarity detection aims at measuring the degree of similarity between a pair of texts. Corpora available for text similarity detection are designed to evaluate the algorithm…
Algorithmes de classification et d'optimisation: participation du LIA/ADOC á DEFT'14
Luis Adrián Cabrera-Diego, Stéphane Huet, Bassam Jabaian +4
This year, the DEFT campaign (Défi Fouilles de Textes) incorporates a task which aims at identifying the session in which articles of previous TALN conferences were presented. We d…
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…