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Srivastava et al.: generated functional variants of static reasoning tests

Rewrote a subset of static mathematics problems as executable functional templates and compared model performance on original problems against newly instantiated snapshots.

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Rewrote a subset of static mathematics problems as executable functional templates and compared model performance on original problems against newly instantiated snapshots.

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Scientific scope

Measured static/functional differences need not isolate memorization: changed difficulty, distributions, prompts and implementation can contribute. Evaluated MATH subset is not all mathematics or proof of absent reasoning.

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People and systems

Saurabh Srivastava; Annarose M B; Anto P V; Shashank Menon; Ajay Sukumar; Adwaith Samod T; Alan Philipose; Stevin Prince; Sooraj Thomas

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English catalogue narrative

Srivastava et al.: generated functional variants of static reasoning tests

Rewrote a subset of static mathematics problems as executable functional templates and compared model performance on original problems against newly instantiated snapshots.

Scientific scope

Measured static/functional differences need not isolate memorization: changed difficulty, distributions, prompts and implementation can contribute. Evaluated MATH subset is not all mathematics or proof of absent reasoning.

People and systems

Saurabh Srivastava; Annarose M B; Anto P V; Shashank Menon; Ajay Sukumar; Adwaith Samod T; Alan Philipose; Stevin Prince; Sooraj Thomas

Original sources