Search Results for author: Hélène Sauzéon

Found 5 papers, 1 papers with code

Improved Performances and Motivation in Intelligent Tutoring Systems: Combining Machine Learning and Learner Choice

no code implementations16 Jan 2024 Benjamin Clément, Hélène Sauzéon, Didier Roy, Pierre-Yves Oudeyer

In this context, the ZPDES algorithm, based on the Learning Progress Hypothesis (LPH) and multi-armed bandit machine learning techniques, sequences exercises that maximize learning progress (LP).

GPT-3-driven pedagogical agents for training children's curious question-asking skills

no code implementations25 Nov 2022 Rania Abdelghani, Yen-Hsiang Wang, Xingdi Yuan, Tong Wang, Pauline Lucas, Hélène Sauzéon, Pierre-Yves Oudeyer

In this context, we propose to leverage advances in the natural language processing field (NLP) and investigate the efficiency of using a large language model (LLM) for automating the production of the pedagogical content of a curious question-asking (QA) training.

Language Modelling Large Language Model

Language-biased image classification: evaluation based on semantic representations

1 code implementation26 Jan 2022 Yoann Lemesle, Masataka Sawayama, Guillermo Valle-Perez, Maxime Adolphe, Hélène Sauzéon, Pierre-Yves Oudeyer

This suggests that the semantic word representation in the CLIP visual processing is not shared with the image representation, although the word representation strongly dominates for word-embedded images.

Classification Image Classification

Evaluating Language-biased image classification based on semantic compositionality

no code implementations ICLR 2022 Yoann Lemesle, Masataka Sawayama, Guillermo Valle-Perez, Maxime Adolphe, Hélène Sauzéon, Pierre-Yves Oudeyer

This suggests that the semantic word representation in the CLIP visual processing is not shared with the image representation, although the word representation strongly dominates for word-embedded images.

Classification Image Classification

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