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cs.CL2026
EDUMATH: Generating Standards-aligned Educational Math Word Problems
Bryan R. Christ, Penelope Molitz, Beau LeBlond +3
Math word problems (MWPs) are critical K-12 educational tools, and customizing them to students' interests and ability levels can enhance learning. However, teachers struggle to fi…
cs.CL2025
Math Neurosurgery: Isolating Language Models' Math Reasoning Abilities Using Only Forward Passes
Bryan R. Christ, Zack Gottesman, Jonathan Kropko +1
Math reasoning is an active area of Large Language Model (LLM) research because it is a hallmark of artificial intelligence and has implications in several domains, including math…
cs.CL2024
MATHWELL: Generating Educational Math Word Problems Using Teacher Annotations
Bryan R Christ, Jonathan Kropko, Thomas Hartvigsen
Math word problems are critical K-8 educational tools, but writing them is time consuming and requires extensive expertise. To be educational, problems must be solvable, have accur…