Haoyu Dong

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 30

Top Topics

Question Answering

Convolutional Neural Networks

Top Venues

Publications

Yuzhang Tian, Jianbo Zhao, Haoyu Dong, Junyu Xiong, Shiyu Xia, Mengyu Zhou, Yun Lin, José Cambronero, Yeye He, Shi Han, Dongmei Zhang
SpreadsheetLLM: Encoding Spreadsheets for Large Language Models. CoRR (2024)
Haoyu Dong, Zhiruo Wang
Large Language Models for Tabular Data: Progresses and Future Directions. SIGIR (2024)
Wei Zhao, Zhitao Hou, Siyuan Wu, Yang Gao, Haoyu Dong, Yao Wan, Hongyu Zhang, Yulei Sui, Haidong Zhang
NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries. EACL (Findings) (2024)
Mengkang Hu, Haoyu Dong, Ping Luo, Shi Han, Dongmei Zhang
KET-QA: A Dataset for Knowledge Enhanced Table Question Answering. CoRR (2024)
Wei Zhao, Zhitao Hou, Siyuan Wu, Yan Gao, Haoyu Dong, Yao Wan, Hongyu Zhang, Yulei Sui, Haidong Zhang
NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries. CoRR (2024)
Haoyu Dong, Mengkang Hu, Qinyu Xu, Haochen Wang, Yue Hu
OpenTE: Open-Structure Table Extraction From Text. ICASSP (2024)
Mengkang Hu, Haoyu Dong, Ping Luo, Shi Han, Dongmei Zhang
KET-QA: A Dataset for Knowledge Enhanced Table Question Answering. LREC/COLING (2024)
Shiyu Xia, Junyu Xiong, Haoyu Dong, Jianbo Zhao, Yuzhang Tian, Mengyu Zhou, Yeye He, Shi Han, Dongmei Zhang
Vision Language Models for Spreadsheet Understanding: Challenges and Opportunities. CoRR (2024)
Haoyu Dong, Haochen Wang, Anda Zhou, Yue Hu
TTC-QuAli: A Text-Table-Chart Dataset for Multimodal Quantity Alignment. WSDM (2024)
Wanrong He, Haoyu Dong, Yihuai Gao, Zhichao Fan, Xingzhuo Guo, Zhitao Hou, Xiao Lv, Ran Jia, Shi Han, Dongmei Zhang
HermEs: Interactive Spreadsheet Formula Prediction via Hierarchical Formulet Expansion. ACL (1) (2023)
Ran Jia, Qiyu Li, Zihan Xu, Xiaoyuan Jin, Lun Du, Haoyu Dong, Xiao Lv, Shi Han, Dongmei Zhang
SheetPT: Spreadsheet Pre-training Based on Hierarchical Attention Network. AAAI (2023)
Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang
HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation. ACL (1) (2022)
Fan Zhou, Mengkang Hu, Haoyu Dong, Zhoujun Cheng, Fan Cheng, Shi Han, Dongmei Zhang
TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data. EMNLP (2022)
Haoyu Dong, Zhoujun Cheng, Xinyi He, Mengyu Zhou, Anda Zhou, Fan Zhou, Ao Liu, Shi Han, Dongmei Zhang
Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks. IJCAI (2022)
Ao Liu, Haoyu Dong, Naoaki Okazaki, Shi Han, Dongmei Zhang
PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation. EMNLP (2022)
Haoyu Dong, Zhoujun Cheng, Xinyi He, Mengyu Zhou, Anda Zhou, Fan Zhou, Ao Liu, Shi Han, Dongmei Zhang
Table Pre-training: A Survey on Model Architectures, Pretraining Objectives, and Downstream Tasks. CoRR (2022)
Zhoujun Cheng, Haoyu Dong, Ran Jia, Pengfei Wu, Shi Han, Fan Cheng, Dongmei Zhang
FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining. ACL (1) (2022)
Fan Zhou, Haoyu Dong, Qian Liu, Zhoujun Cheng, Shi Han, Dongmei Zhang
Reflection of Thought: Inversely Eliciting Numerical Reasoning in Language Models via Solving Linear Systems. CoRR (2022)
Fan Zhou, Mengkang Hu, Haoyu Dong, Zhoujun Cheng, Shi Han, Dongmei Zhang
TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data. CoRR (2022)
Ao Liu, Haoyu Dong, Naoaki Okazaki, Shi Han, Dongmei Zhang
PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation. CoRR (2022)
Haoyu Dong, Shijie Liu, Shi Han, Zhouyu Fu, Dongmei Zhang
TableSense: Spreadsheet Table Detection with Convolutional Neural Networks. CoRR (2021)
Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang
HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation. CoRR (2021)
Zhoujun Cheng, Haoyu Dong, Fan Cheng, Ran Jia, Pengfei Wu, Shi Han, Dongmei Zhang
FORTAP: Using Formulae for Numerical-Reasoning-Aware Table Pretraining. CoRR (2021)
Yakun Zhang, Xiao Lv, Haoyu Dong, Wensheng Dou, Shi Han, Dongmei Zhang, Jun Wei, Dan Ye
Semantic table structure identification in spreadsheets. ISSTA (2021)
Zhiruo Wang, Haoyu Dong, Ran Jia, Jia Li, Zhiyi Fu, Shi Han, Dongmei Zhang
TUTA: Tree-based Transformers for Generally Structured Table Pre-training. KDD (2021)
Haoyu Dong, Jinyu Wang, Zhouyu Fu, Shi Han, Dongmei Zhang
Neural Formatting for Spreadsheet Tables. CIKM (2020)
Haoyu Dong, Jiong Yang, Shi Han, Dongmei Zhang
Learning Formatting Style Transfer and Structure Extraction for Spreadsheet Tables with a Hybrid Neural Network Architecture. CIKM (2020)
Zhiruo Wang, Haoyu Dong, Ran Jia, Jia Li, Zhiyi Fu, Shi Han, Dongmei Zhang
Structure-aware Pre-training for Table Understanding with Tree-based Transformers. CoRR (2020)
Xin Fu, Yun Wang, Haoyu Dong, Weiwei Cui, Haidong Zhang
Visualization Assessment: A Machine Learning Approach. IEEE VIS (Short Papers) (2019)
Haoyu Dong, Shijie Liu, Shi Han, Zhouyu Fu, Dongmei Zhang
TableSense: Spreadsheet Table Detection with Convolutional Neural Networks. AAAI (2019)