Author

Amel Bouzeghoub

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#artificial intelligence Preprint Sep 2026

TEMPS: Temporal Sentence Embeddings for Temporal Information Retrieval

This work presents TEMPS (Temporal Embedding Model for Precise Search), a modular temporal branch that attaches to a frozen semantic retriever and trains on that signal, and introduces Temporal Textual Similarity (TTS), a task that measures how well two anchored texts align in time, independent of their topical similar...

Mourad Hassani, Julien Romero, Amel Bouzeghoub et al. · 0 citations

#machine learning Preprint Sep 2026

RegKT: Interpretable and Robust Deep Knowledge Tracing With IRT-Regularizer

This paper proposes a novel regularization technique designed to enhance the robustness of deep-learning-based knowledge tracing models, while simultaneously improving their interpretability.

S. Girard, Juan D. Pinto, Jill-Jênn Vie et al. · 0 citations