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\bibitem{hendrycks2021measuringmathematicalproblemsolving}
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D.~Hendrycks, C.~Burns, S.~Kadavath, A.~Arora, S.~Basart, E.~Tang, D.~Song, and
  J.~Steinhardt, ``Measuring mathematical problem solving with the math
  dataset,'' 2021. [Online]. Available: \url{https://arxiv.org/abs/2103.03874}
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\bibitem{ahn2024largelanguagemodelsmathematical}
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J.~Ahn, R.~Verma, R.~Lou, D.~Liu, R.~Zhang, and W.~Yin, ``Large language models
  for mathematical reasoning: Progresses and challenges,'' 2024. [Online].
  Available: \url{https://arxiv.org/abs/2402.00157}
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\bibitem{cobbe2021trainingverifierssolvemath}
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K.~Cobbe, V.~Kosaraju, M.~Bavarian, M.~Chen, H.~Jun, L.~Kaiser, M.~Plappert,
  J.~Tworek, J.~Hilton, R.~Nakano, C.~Hesse, and J.~Schulman, ``Training
  verifiers to solve math word problems,'' 2021. [Online]. Available:
  \url{https://arxiv.org/abs/2110.14168}
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\bibitem{hoffmann2022trainingcomputeoptimallargelanguage}
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J.~Hoffmann, S.~Borgeaud, A.~Mensch, E.~Buchatskaya, T.~Cai, E.~Rutherford,
  D.~de~Las~Casas, L.~A. Hendricks, J.~Welbl, A.~Clark, T.~Hennigan, E.~Noland,
  K.~Millican, G.~van~den Driessche, B.~Damoc, A.~Guy, S.~Osindero,
  K.~Simonyan, E.~Elsen, J.~W. Rae, O.~Vinyals, and L.~Sifre, ``Training
  compute-optimal large language models,'' 2022. [Online]. Available:
  \url{https://arxiv.org/abs/2203.15556}
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