Cross-lingual and generic text categorization (Apprentissage d'une classification th\'ematique g\'en\'erique et cross-langue \`a partir des cat\'egories de la Wikip\'edia) [in French]

Cross-Lingual POS Tagging through Ambiguous Learning: First Experiments (Apprentissage partiellement supervis\'e d'un \'etiqueteur morpho-syntaxique par transfert cross-lingue) [in French]

INGEOTEC at SemEval-2018 Task 1: EvoMSA and μTC for Sentiment Analysis

This paper describes our participation in Affective Tweets task for emotional intensity and sentiment intensity subtasks for English, Spanish, and Arabic languages. We used two approaches, μTC and EvoMSA. The first one i…

Automatic Generation of Language-Independent Features for Cross-Lingual Classification

Many applications require categorization of text documents using predefined categories. The main approach to performing text categorization is learning from labeled examples. For many tasks, it may be difficult to find e…

Which Are the Low-Resource Languages of the Semantic Web?

Emerging digital technologies are exacerbating the existing divide in Open Access Data (OAD) between high-and low-resource languages, excluding many communities from the global digital transformation. Multilingual Linked…

\'Evaluation de l'apprentissage incr\'emental par analogie (Incremental Learning From Scratch Using Analogical Reasoning )

Cet article examine l{'}utilisation du raisonnement analogique dans le contexte de l{'}apprentissage incr{\'e}mental. Le probl{\`e}me d{'}apprentissage sous-jacent d{\'e}velopp{\'e} est le transfert de requ{\^e}tes formu…