JiuZhang: A Chinese Pre-trained Language Model for Mathematical Problem Understanding

Author:

Zhao Wayne Xin1,Zhou Kun1,Gong Zheng1,Zhang Beichen1,Zhou Yuanhang1,Sha Jing2,Chen Zhigang2,Wang Shijin3,Liu Cong2,Wen Ji-Rong1

Affiliation:

1. Renmin University of China, Beijing, China

2. iFLYTEK Research, Hefei, China

3. AI Research (Central China), iFLYTEK, Wuhan, China

Publisher

ACM

Reference38 articles.

1. Dzmitry Bahdanau , Kyunghyun Cho , and Yoshua Bengio . 2015 . Neural Machine Translation by Jointly Learning to Align and Translate . In ICLR 2015. Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio. 2015. Neural Machine Translation by Jointly Learning to Align and Translate. In ICLR 2015.

2. Yoshua Bengio , Jérôme Louradour , Ronan Collobert , and Jason Weston . 2009 . Curriculum Learning. In ICML (ICML '09) . Yoshua Bengio, Jérôme Louradour, Ronan Collobert, and Jason Weston. 2009. Curriculum Learning. In ICML (ICML '09).

3. Ting-Rui Chiang and Yun-Nung Chen. 2019. Semantically-Aligned Equation Generation for Solving and Reasoning Math Word Problems. In NAACL. Ting-Rui Chiang and Yun-Nung Chen. 2019. Semantically-Aligned Equation Generation for Solving and Reasoning Math Word Problems. In NAACL.

4. Yiming Cui , Wanxiang Che , Ting Liu , Bing Qin , and Ziqing Yang . 2021. Pre-training with whole word masking for chinese bert. TASLP ( 2021 ). Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, and Ziqing Yang. 2021. Pre-training with whole word masking for chinese bert. TASLP (2021).

5. Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2019 . BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In NAACL. Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In NAACL.

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1. A Knowledge-Injected Curriculum Pretraining Framework for Question Answering;Proceedings of the ACM Web Conference 2024;2024-05-13

2. STSN: A Skim-Then-Scrutinize Network for Understanding Multimodal Educational Questions;2023 3rd International Conference on Digital Society and Intelligent Systems (DSInS);2023-11-10

3. JiuZhang 2.0: A Unified Chinese Pre-trained Language Model for Multi-task Mathematical Problem Solving;Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2023-08-04

4. Guiding Mathematical Reasoning via Mastering Commonsense Formula Knowledge;Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2023-08-04

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