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ML One Network

This repository contains the materials, stimuli, and tasks for the ML One Network project — a many-languages extension of the SPAML semantic priming project.

Folders

01-Translation — Stimuli selection, translation pipeline, and finalized word pairs for each language. Start here to understand how cue-target pairs were chosen and translated.

02-Stimuli — Per-language norming files and scripts for creating the final stimuli sets used in the experiment.

03-Tasks — JATOS experiment templates and build scripts for each task, organized by study.

04-Ethics — IRB application, approval, and ethics packet.

05-Power — AIPE-based sample-size power simulations for the semanticprimeR norming variables, run against the finalized SPAML datasets.

06-Data — Collected data (stored externally; see folder for access details).

Notes

R environment: This project uses renv for reproducible package management. Run renv::restore() after cloning to install all packages. sylly.fr is sourced from a custom repository (https://undocumeantit.github.io/repos/l10n/) and is included in the lockfile.

subs2vec downloads: The stimuli creation pipeline downloads word frequency and vector files from subs2vec. As of June 2026 these require a login and cannot be run automatically. Three languages (Japanese, Chinese Simplified, Chinese Traditional) also required hand-created vector files not available via subs2vec. See 01-Translation/README.md for details.

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