Optimal Strategies to Perform Multilingual Analysis of Social Content for a Novel Dataset in the Tourism Domain

no code implementations • 20 Nov 2023 • Maxime Masson, Rodrigo Agerri, Christian Sallaberry, Marie-Noelle Bessagnet, Annig Le Parc Lacayrelle, Philippe Roose

Extensive experimentation on a newly collected and annotated multilingual (French, English, and Spanish) dataset composed of tourism-related tweets shows that current few-shot learning techniques allow us to obtain competitive results for all three tasks with very little annotation data: 5 tweets per label (15 in total) for Sentiment Analysis, 10% of the tweets for location detection (around 160) and 13% (200 approx.)

Few-Shot Learning named-entity-recognition +2

Automatic Identification of Research Fields in Scientific Papers

no code implementations • LREC 2018 • Eric Kergosien, Amin Farvardin, Maguelonne Teisseire, Marie-No{\"e}lle Bessagnet, Joachim Sch{\"o}pfel, St{\'e}phane Chaudiron, Bernard Jacquemin, Annig Lacayrelle, Mathieu Roche, Christian Sallaberry, Jean Philippe Tonneau

Information Retrieval