| Wenhu Chen, Hanwen Zha, Zhiyu Chen, Wenhan Xiong, Hong Wang, William Wang, 2019. HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data |
Multi-hop |
HYBRIDER |
| Catherine Finegan-Dollak, Jonathan K. Kummerfeld, Li Zhang, Karthik Ramanathan, Sesh Sadasivam, Rui Zhang, Dragomir Radev, 2018. Improving Text-to-SQL Evaluation Methodology |
Evaluation |
Seq2Seq + COPY |
| Ahmed Elgohary, Saghar Hosseini, Ahmed Hassan Awadallah, 2020. Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback |
Feedback |
EditSQL |
| Moshe Hazoom, Vibhor Malik, Ben Bogin, 2021. Text-to-SQL in the Wild: A Naturally-Occurring Dataset Based on Stack Exchange Data |
Evaluation |
Transformer |
| Anh Tuan Nguyen, Mai Hoang Dao, Dat Quoc Nguyen, 2020. A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese |
Cross-domain |
Transformer |
| Tom Sherborne, Mirella Lapata, 2021. Zero-Shot Cross-lingual Semantic Parsing |
Cross-lingual |
Transformer |
| Bailin Wang, Mirella Lapata, Ivan Titov, 2021. Meta-Learning for Domain Generalization in Semantic Parsing |
Cross-domain |
Transformer |
| Tao Yu, Rui Zhang, Kai Yang, Michihiro Yasunaga, Dongxu Wang, Zifan Li, James Ma, Irene Li, Qingning Yao, Shanelle Roman, Zilin Zhang, Dragomir Radev, 2018. Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task |
Cross-domain |
N/A |
| Tao Yu, Rui Zhang, He Yang Er, Suyi Li, Eric Xue, Bo Pang, Xi Victoria Lin, Yi Chern Tan, Tianze Shi, Zihan Li, Youxuan Jiang, Michihiro Yasunaga, Sungrok Shim, Tao Chen, Alexander Fabbri, Zifan Li, Luyao Chen, Yuwen Zhang, Shreya Dixit, Vincent Zhang, Caiming Xiong, Richard Socher, Walter S Lasecki, Dragomir Radev, 2019. CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases |
Conversational |
SyntaxSQLNet |
| Tao Yu, Rui Zhang, Michihiro Yasunaga, Yi Chern Tan, Xi Victoria Lin, Suyi Li, Heyang Er, Irene Li, Bo Pang, Tao Chen, Emily Ji, Shreya Dixit, David Proctor, Sungrok Shim, Jonathan Kraft, Vincent Zhang, Caiming Xiong, Richard Socher, Dragomir Radev, 2019. SParC: Cross-Domain Semantic Parsing in Context |
Conversational |
CD-Seq2Seq |
| Yusen Zhang, Xiangyu Dong, Shuaichen Chang, Tao Yu, Peng Shi, Rui Zhang, 2020. Did You Ask a Good Question? A Cross-Domain Question Intention Classification Benchmark for Text-to-SQL |
Cross-domain |
Transformer |
| Victor Zhong, Caiming Xiong, Richard Socher, 2017. Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning |
Cross-domain |
Seq2SQL |