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Merwan Barlier

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#machine learning Preprint Sep 2026

LLMs as Feature Engineers for Text-and-Tabular Prediction

An iterative framework that automates the extraction of interpretable, schema-bound categorical features from unstructured text for tabular prediction models that guarantees instance-level interpretability and provides a fully transparent, semantic audit trail for every prediction.

Merwan Barlier, Blaž Škrlj · 1 citation
Book Jul 2026

Building a User Foundation Model for the Open Web

A user foundation model is presented that applies self-supervised learning on user browsing histories and shows that the learned representation improves multiple downstream production tasks, demonstrating the viability of this approach on the open web.

Solal Vernier, Ivan Can Arisoy, Merwan Barlier et al. · 0 citations
Preprint Jul 2026

PromptPack: Scaling LLM Annotation Agents for Online Recommendation

This work introduces PromptPack, a scalable, high-throughput LLM annotation agent that cuts LLM costs by 89% and accelerates throughput by 2.5x while fully preserving AUC.

Sebastian Koralewski, Merwan Barlier, Yulia Stolin et al. · 0 citations

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