Publications

2023

Toward Building General Foundation Models for Language, Vision, and Vision-Language Understanding Tasks.
Xinsong Zhang, Yan Zeng, Jipeng Zhang, Hang Li.
arXiv, 2023. 01, 2023
[bib]

2022

Analogical Math Word Problems Solving with Enhanced Problem-Solution Association.
Zhenwen Liang, Jipeng Zhang, Xiangliang Zhang.
arXiv, 2022. 12, 2022
[bib]

Generalizing Math Word Problem Solvers via Solution Diversification.
Zhenwen Liang, Jipeng Zhang, Lei Wang, Yan Wang, Jie Shao, Xiangliang Zhang.
arXiv, 2022. 12, 2022
[bib]

X^{2}-VLM: All-In-One Pre-trained Model For Vision-Language Tasks.
Yan Zeng, Xinsong Zhang, Hang Li, Jiawei Wang, Jipeng Zhang, Wangchunshu Zhou.
arXiv, 2022. 11, 2022
[bib]

Execution-based Evaluation for Data Science Code Generation Models.
Junjie Huang, Chenglong Wang, Jipeng Zhang, Cong Yan, Haotian Cui, Jeevana Priya Inala, Colin Clement, Nan Duan, Jianfeng Gao.
arXiv, 2022.11, 2022
[bib]

Non-Autoregressive Cross-Modal Coherence Modelling.
Yi Bin, Wenhao Shi, Jipeng Zhang, Yujuan Ding, Yang Yang, Heng Tao Shen.
MM ‘22: The 30th ACM International Conference on Multimedia, 2022
[bib]

2021

MWP-BERT: Numeracy-augmented pre-training for math word problem solving.
Zhenwen Liang, Jipeng Zhang, Lei Wang, Wei Qin, Yunshi Lan, Jie Shao, Xiangliang Zhang.
Findings of the Association for Computational Linguistics: (NAACL), 2021
[bib] [code]

2020

Action-Centric Relation Transformer Network for Video Question Answering.
Jipeng Zhang, Jie Shao, Rui Cao, Lianli Gao, Xing Xu and Heng Tao shen.
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2020
[bib]

2019

Teacher-Student Networks with Multiple Decoders forSolving Math Word Problem.
Jipeng Zhang, Roy Ka-Wei Lee, Ee-Peng Lim, Wei Qin, Lei Wang, Jie Shao and Qianru Sun.
International Joint Conference on Artificial Intelligence (IJCAI), 2020
[bib] [code]

Graph-to-Tree Learning for Solving Math Word Problems.
Jipeng Zhang^*, Lei Wang^*, Roy Ka-Wei Lee, Yi Bin, Yan Wang, Jie Shao and Ee-Peng Lim.
Association for Computational Linguistics (ACL), 2020
[bib] [code]
^* equal contribution

2018

Modeling Intra-Relation in Math Word Problems with Different Functional Multi-Head Attentions..
Jierui Li^*, Lei Wang^*, Jipeng Zhang, Yan Wang, Bingtian Dai and Dongxiang Zhang.
Association for Computational Linguistics (ACL), 2019
[bib] [code]
^* equal contribution

@inproceedings{DBLP:conf/acl/LiWZWDZ19,
  author    = {Jierui Li and
               Lei Wang and
               Jipeng Zhang and
               Yan Wang and
               Bing Tian Dai and
               Dongxiang Zhang},
  title     = {Modeling Intra-Relation in Math Word Problems with Different Functional
               Multi-Head Attentions},
  booktitle = {ACL},
  pages     = {6162--6167},
  year      = {2019}
}

Remove hyperlink tags for all authors and keep hyperlinks for title:

Template-Based Math Word Problem Solvers with Recursive Neural Networks.
Lei Wang, Dongxiang Zhang, Jipeng Zhang, Xing Xu, Bingtian Dai and Heng Tao Shen.
Association for the Advancement of Artificial Intelligence (AAAI), 2019
[bib] [code]

@inproceedings{WangZZXGDS19,
  author    = {Lei Wang and
               Dongxiang Zhang and
               Jipeng Zhang and
               Xing Xu and
               Lianli Gao and
               Bing Tian Dai and
               Heng Tao Shen},
  title     = {Template-Based Math Word Problem Solvers with Recursive Neural Networks},
  booktitle = {AAAI},
  pages     = {7144--7151},
  year      = {2019}
}