Ran Jia

Researcher

Publications

Afficher par:

- Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries
  
  Xinyi He, Mengyu Zhou, Xinrun Xu, Xiaojun Ma, Rui Ding, Lun Du, Yan Gao, Ran Jia, Xu Chen, Shi Han, Zejian Yuan, Dongmei Zhang
  
  The 38th Annual AAAI Conference on Artificial Intelligence (AAAI '24) | February 2024
  
  PDF Preprint Projet
- HermEs: Interactive Spreadsheet Formula Prediction via Hierarchical Formulet Expansion
  
  Wanrong He, Haoyu Dong, Yihuai Gao, Zhichao Fan, Xingzhuo Guo, Zhitao Hou, Xiao Lv, Ran Jia, Shi Han, Dongmei Zhang
  
  ACL 2023 MainTrack | July 2023
  
  Publication
- FORTAP: Using Formulae for Numerical-Reasoning-Aware Table Pretraining
  
  Zhoujun Cheng, Haoyu Dong, Fan Cheng, Ran Jia, Pengfei Wu, Shi Han, Dongmei Zhang
  
  ACL 2022 Main Track | May 2022
  
  Publication Projet
- HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation
  
  Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang
  
  ACL 2022 Main Track | May 2022
  
  Publication Projet
- TabularNet: A Neural Network Architecture for Understanding Semantic Structures of Tabular Data
  
  Lun Du, Fei Gao, Xu Chen, Ran Jia (raji), Junshan Wang, Jiang Zhang, Shi Han, Dongmei Zhang
  
  Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD'21) | August 2021
  
  Publication
- TUTA: Tree-based Transformers for Generally Structured Table Pre-training
  
  Zhiruo Wang, Haoyu Dong, Ran Jia (raji), Jia Li, Zhiyi Fu, Shi Han (shihan), Dongmei Zhang (dongmeiz)
  
  KDD | August 2021
  
  Publication Projet

- Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries
  
  Xinyi He, Mengyu Zhou, Xinrun Xu, Xiaojun Ma, Rui Ding, Lun Du, Yan Gao, Ran Jia, Xu Chen, Shi Han, Zejian Yuan, Dongmei Zhang
  
  The 38th Annual AAAI Conference on Artificial Intelligence (AAAI '24) | February 2024
  
  PDF Preprint Projet
- HermEs: Interactive Spreadsheet Formula Prediction via Hierarchical Formulet Expansion
  
  Wanrong He, Haoyu Dong, Yihuai Gao, Zhichao Fan, Xingzhuo Guo, Zhitao Hou, Xiao Lv, Ran Jia, Shi Han, Dongmei Zhang
  
  ACL 2023 MainTrack | July 2023
  
  Publication
- FORTAP: Using Formulae for Numerical-Reasoning-Aware Table Pretraining
  
  Zhoujun Cheng, Haoyu Dong, Fan Cheng, Ran Jia, Pengfei Wu, Shi Han, Dongmei Zhang
  
  ACL 2022 Main Track | May 2022
  
  Publication Projet
- HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation
  
  Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang
  
  ACL 2022 Main Track | May 2022
  
  Publication Projet
- TabularNet: A Neural Network Architecture for Understanding Semantic Structures of Tabular Data
  
  Lun Du, Fei Gao, Xu Chen, Ran Jia (raji), Junshan Wang, Jiang Zhang, Shi Han, Dongmei Zhang
  
  Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD'21) | August 2021
  
  Publication
- TUTA: Tree-based Transformers for Generally Structured Table Pre-training
  
  Zhiruo Wang, Haoyu Dong, Ran Jia (raji), Jia Li, Zhiyi Fu, Shi Han (shihan), Dongmei Zhang (dongmeiz)
  
  KDD | August 2021
  
  Publication Projet
- Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries
  
  Xinyi He, Mengyu Zhou, Xinrun Xu, Xiaojun Ma, Rui Ding, Lun Du, Yan Gao, Ran Jia, Xu Chen, Shi Han, Zejian Yuan, Dongmei Zhang
  
  The 38th Annual AAAI Conference on Artificial Intelligence (AAAI '24) | February 2024
  
  PDF Preprint Projet
- HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation
  
  Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang
  
  ACL 2022 Main Track | May 2022
  
  Publication Projet
- TUTA: Tree-based Transformers for Generally Structured Table Pre-training
  
  Zhiruo Wang, Haoyu Dong, Ran Jia (raji), Jia Li, Zhiyi Fu, Shi Han (shihan), Dongmei Zhang (dongmeiz)
  
  KDD | August 2021
  
  Publication Projet
- Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries
  
  Xinyi He, Mengyu Zhou, Xinrun Xu, Xiaojun Ma, Rui Ding, Lun Du, Yan Gao, Ran Jia, Xu Chen, Shi Han, Zejian Yuan, Dongmei Zhang
  
  The 38th Annual AAAI Conference on Artificial Intelligence (AAAI '24) | February 2024
  
  PDF Preprint Projet
- FORTAP: Using Formulae for Numerical-Reasoning-Aware Table Pretraining
  
  Zhoujun Cheng, Haoyu Dong, Fan Cheng, Ran Jia, Pengfei Wu, Shi Han, Dongmei Zhang
  
  ACL 2022 Main Track | May 2022
  
  Publication Projet
- HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation
  
  Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang
  
  ACL 2022 Main Track | May 2022
  
  Publication Projet

- Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries
  
  Xinyi He, Mengyu Zhou, Xinrun Xu, Xiaojun Ma, Rui Ding, Lun Du, Yan Gao, Ran Jia, Xu Chen, Shi Han, Zejian Yuan, Dongmei Zhang
  
  The 38th Annual AAAI Conference on Artificial Intelligence (AAAI '24) | February 2024
  
  PDF Preprint Projet
- HermEs: Interactive Spreadsheet Formula Prediction via Hierarchical Formulet Expansion
  
  Wanrong He, Haoyu Dong, Yihuai Gao, Zhichao Fan, Xingzhuo Guo, Zhitao Hou, Xiao Lv, Ran Jia, Shi Han, Dongmei Zhang
  
  ACL 2023 MainTrack | July 2023
  
  Publication
- FORTAP: Using Formulae for Numerical-Reasoning-Aware Table Pretraining
  
  Zhoujun Cheng, Haoyu Dong, Fan Cheng, Ran Jia, Pengfei Wu, Shi Han, Dongmei Zhang
  
  ACL 2022 Main Track | May 2022
  
  Publication Projet
- HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation
  
  Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang
  
  ACL 2022 Main Track | May 2022
  
  Publication Projet
- TabularNet: A Neural Network Architecture for Understanding Semantic Structures of Tabular Data
  
  Lun Du, Fei Gao, Xu Chen, Ran Jia (raji), Junshan Wang, Jiang Zhang, Shi Han, Dongmei Zhang
  
  Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD'21) | August 2021
  
  Publication
- TUTA: Tree-based Transformers for Generally Structured Table Pre-training
  
  Zhiruo Wang, Haoyu Dong, Ran Jia (raji), Jia Li, Zhiyi Fu, Shi Han (shihan), Dongmei Zhang (dongmeiz)
  
  KDD | August 2021
  
  Publication Projet

Ran Jia

Publications

Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries

HermEs: Interactive Spreadsheet Formula Prediction via Hierarchical Formulet Expansion

FORTAP: Using Formulae for Numerical-Reasoning-Aware Table Pretraining

HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation

TabularNet: A Neural Network Architecture for Understanding Semantic Structures of Tabular Data

TUTA: Tree-based Transformers for Generally Structured Table Pre-training

Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries

HermEs: Interactive Spreadsheet Formula Prediction via Hierarchical Formulet Expansion

FORTAP: Using Formulae for Numerical-Reasoning-Aware Table Pretraining

HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation

TabularNet: A Neural Network Architecture for Understanding Semantic Structures of Tabular Data

TUTA: Tree-based Transformers for Generally Structured Table Pre-training

Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries

HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation

TUTA: Tree-based Transformers for Generally Structured Table Pre-training

Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries

FORTAP: Using Formulae for Numerical-Reasoning-Aware Table Pretraining

HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation

Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries

HermEs: Interactive Spreadsheet Formula Prediction via Hierarchical Formulet Expansion

FORTAP: Using Formulae for Numerical-Reasoning-Aware Table Pretraining

HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation

TabularNet: A Neural Network Architecture for Understanding Semantic Structures of Tabular Data

TUTA: Tree-based Transformers for Generally Structured Table Pre-training