(NeurIPS 2021 Workshop: Website)

Accepted Papers

    1. MathBERT: A Pre-trained Language Model for General NLP Tasks in Mathematics Education
    Tracy Jia Shen; Michiharu Yamashita; Ethan Prihar; Neil Heffernan; Xintao Wu; Ben Graff; Dongwon Lee (Best Paper Award)
    [Paper] [Poster] [GatherTown] [Video]

    2. Evaluation of mathematical questioning strategies using data collected through weak supervision
    Debajyoti Datta; Maria Phillips; Jim P. Bywater; Jennifer L. Chiu; Ginger S. Watson; Laura E Barnes; Donald Brown
    [Paper] [Poster] [GatherTown] [Video]

    3. An Empirical Study of Finding Similar Exercises
    Tongwen Huang; Li Xihua
    [Paper] [Supplimentary] [Poster] [GatherTown] [Video]

    4. Exploring Student Representation For Neural Cognitive Diagnosis
    Hengyao Bao; Li Xihua
    [Paper] [Poster] [GatherTown] [Video]

    5. Phygital Math Learning with Handwriting for Kids
    Nrupatunga .; Aashish Kumar; Anoop Kolar Rajagopal
    [Paper] [Poster] [Demo] [GatherTown] [Video]

    6. GeoRE: A Relation Extraction Dataset for Chinese Geometry Problems
    Wei Yu; Shuyu Miao; Xun Zhou; Jingdong Liu; Yongfu Zha; Yongjian Zhang; Mengzhu Wang; Xiaodong Wang
    [Paper] [Poster] [Dataset] [GatherTown] [Video]

    7. REAL2: An end-to-end memory-augmented solver for math word problems
    Shifeng Huang; Jiawei Wang; Jiao Xu; Da Cao; Ming Yang
    [Paper] [Poster] [GatherTown] [Video]

    8. Theorem-Aware Geometry Problem Solving with Symbolic Reasoning and Theorem Prediction
    Pan Lu; Ran Gong; Shibiao Jiang; Liang Qiu; Siyuan Huang; Xiaodan Liang; Song-Chun Zhu
    [Paper] [Poster] [GatherTown] [Video]

    9. Who Gets the Benefit of the Doubt? Racial Bias in Machine Learning Algorithms Applied to Secondary School Math Education
    Haewon Jeong; Michael D. Wu; Nilanjana Dasgupta; Muriel Medard; Flavio Calmon
    [Paper] [Supplimentary] [Poster] [GatherTown] [Video]

    10. Towards Grounded Natural Language Proof Generation
    Sean Welleck; Jiacheng Liu; Yejin Choi
    [Paper] [Poster] [GatherTown] [Video]

    11. Gamifying Math Education using Object Detection
    Rohit Nambiar; Yueqiu Sun; Vivek Vidyasagaran
    [Paper] [Supplimentary] [Poster] [GatherTown] [Video]

    12. Towards Diagram Understanding and Cognitive Reasoning in Icon Question Answering
    Pan Lu; Liang Qiu; Jiaqi Chen; Tony Xia; Yizhou Zhao; Wei Zhang; Zhou Yu; Xiaodan Liang; Song-Chun Zhu
    [Paper] [Poster] [GatherTown] [Video]

    13. Geometric Question Answering Towards Multimodal Numerical Reasoning
    Jiaqi Chen; Jianheng Tang; Jinghui Qin; Xiaodan Liang; Lingbo Liu; Eric Xing; Liang Lin
    [Paper] [Poster] [GatherTown] [Video]