Papers by Jeanne Villaneau
COSMOS: Experimental and Comparative Studies of Concept Representations in Schoolchildren (2022.lrec-1)
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| Challenge: | COSMOS is a multidisciplinary research project investigating schoolchildren’s beliefs and representations of specific concepts under control variables (age, gender, language spoken at home). |
| Approach: | They present a lexical study of seven concepts in a french school . they use a word-level lexicon to examine their representations under control variables . |
| Outcome: | The results of the study show that children's linguistic proficiency and lexical diversity increase with age, and that gender and age influence lexicality. |
Complex and Precise Movie and Book Annotations in French Language for Aspect Based Sentiment Analysis (L18-1)
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| Challenge: | Aspect Based Sentiment Analysis (ABSA) aims at collecting detailed opinion information according to products and their features. |
| Approach: | They propose to use linguistics tools to enhance text classification with aspect-based sentiment analysis. |
| Outcome: | The proposed method is based on two French online reviews datasets. |