A Numeracy-Enhanced Decoding for Solving Math Word Problem

Author:

Peng RaoORCID,Yang ChuanzhiORCID,Huang LitianORCID,Lyu XiaopanORCID,Meng HaoORCID,Yu XinguoORCID

Publisher

Springer Nature Switzerland

Reference26 articles.

1. Amini, A., Gabriel, S., Lin, S., Koncel-Kedziorski, R., Choi, Y., Hajishirzi, H.: MathQA: towards interpretable math word problem solving with operation-based formalisms. In: Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pp. 2357–2367 (2019)

2. Bobrow, D.G.: A question-answering system for high school algebra word problems. In: Proceedings of the 1964 Fall Joint Computer Conference, pp. 591–614 (1964)

3. Cui, Y., Che, W., Liu, T., Qin, B., Yang, Z.: Pre-training with whole word masking for Chinese BERT. IEEE/ACM Trans. Audio Speech Lang. Process. 29, 3504–3514 (2021)

4. Hu, E.J., et al.: LoRA: low-rank adaptation of large language models. arXiv:2106.09685 (2021)

5. Jie, Z., Li, J., Lu, W.: Learning to reason deductively: math word problem solving as complex relation extraction. In: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, pp. 5944–5955 (2022)

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