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cs.CL2026
Evaluating the Homogeneity of Keyphrase Prediction Models
Maël Houbre, Florian Boudin, Beatrice Daille
Keyphrases which are useful in several NLP and IR applications are either extracted from text or predicted by generative models. Contrarily to keyphrase extraction approaches, keyp…
cs.CL2025
Improving Social Determinants of Health Documentation in French EHRs Using Large Language Models
Adrien Bazoge, Pacôme Constant dit Beaufils, Mohammed Hmitouch +6
Social determinants of health (SDoH) significantly influence health outcomes, shaping disease progression, treatment adherence, and health disparities. However, their documentation…
cs.CL2024
Self-Compositional Data Augmentation for Scientific Keyphrase Generation
Mael Houbre, Florian Boudin, Beatrice Daille +1
State-of-the-art models for keyphrase generation require large amounts of training data to achieve good performance. However, obtaining keyphrase-labeled documents can be challengi…