RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers

10 November 2019

Bailin Wang

Xiaodong Liu

Papers citing "RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers"

50 / 133 papers shown

Title
Structured Case-based Reasoning for Inference-time Adaptation of Text-to-SQL parsers Abhijeet Awasthi Soumen Chakrabarti Sunita Sarawagi 33 5 0 10 Jan 2023
Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge Longxu Dou Yan Gao Xuqi Liu Mingyang Pan Dingzirui Wang Wanxiang Che Dechen Zhan Min-Yen Kan Jian-Guang Lou 34 13 0 03 Jan 2023
Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation Xinyu Pi Bin Wang Yan Gao Jiaqi Guo Zhoujun Li Jian-Guang Lou LMTD 30 30 0 20 Dec 2022
Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments Yu Gu Xiang Deng Yu-Chuan Su LLMAG 42 52 0 19 Dec 2022
MIGA: A Unified Multi-task Generation Framework for Conversational Text-to-SQL Yingwen Fu Wenjie Ou Zhou Yu Yue Lin 26 6 0 19 Dec 2022
Learn from Yesterday: A Semi-Supervised Continual Learning Method for Supervision-Limited Text-to-SQL Task Streams Yongrui Chen Xinnan Guo Tongtong Wu Guilin Qi Yong Li Yang Dong CLL AI4TS 31 7 0 21 Nov 2022
A Copy Mechanism for Handling Knowledge Base Elements in SPARQL Neural Machine Translation Rose Hirigoyen Amal Zouaq Samuel Reyd 29 4 0 18 Nov 2022
MapQA: A Dataset for Question Answering on Choropleth Maps Shuaichen Chang David Palzer Jialin Li Eric Fosler-Lussier N. Xiao 19 40 0 15 Nov 2022
DocuT5: Seq2seq SQL Generation with Table Documentation E. Soare Iain Mackie Jeffrey Stephen Dalton LMTD 44 2 0 11 Nov 2022
Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database Ye Liu Semih Yavuz Rui Meng Dragomir R. Radev Caiming Xiong Yingbo Zhou 43 29 0 09 Nov 2022
Diverse Parallel Data Synthesis for Cross-Database Adaptation of Text-to-SQL Parsers Abhijeet Awasthi Ashutosh Sathe Sunita Sarawagi 41 4 0 29 Oct 2022
XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing Peng Shi Rui Zhang Richard He Bai Jimmy J. Lin RALM 41 42 0 25 Oct 2022
AskYourDB: An end-to-end system for querying and visualizing relational databases using natural language Manu Joseph Harsh Raj Anubhav Yadav Aaryaman Sharma 29 5 0 16 Oct 2022
xDBTagger: Explainable Natural Language Interface to Databases Using Keyword Mappings and Schema Graph Arif Usta Akifhan Karakayali Özgür Ulusoy 32 3 0 07 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 129 95 0 06 Oct 2022
T5QL: Taming language models for SQL generation Samuel Arcadinho David Oliveira Aparício Hugo Veiga António Alegria 26 6 0 21 Sep 2022
NL2INTERFACE: Interactive Visualization Interface Generation from Natural Language Queries Yiru Chen Ryan Li Austin Mac Tianbao Xie Tao Yu Eugene Wu 44 12 0 19 Sep 2022
Answering Numerical Reasoning Questions in Table-Text Hybrid Contents with Graph-based Encoder and Tree-based Decoder Fangyu Lei Shizhu He Xiang Li Jun Zhao Kang Liu AIMat LMTD 31 23 0 16 Sep 2022
SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers Bowen Qin Lihan Wang Binyuan Hui Bowen Li Xiangpeng Wei Binhua Li Fei Huang Luo Si Min Yang Yongbin Li 45 9 0 14 Sep 2022
Knowledge Base Question Answering: A Semantic Parsing Perspective Yu Gu Vardaan Pahuja Gong Cheng Yu-Chuan Su 39 29 0 12 Sep 2022
Heterogeneous Line Graph Transformer for Math Word Problems Zijian Hu Meng Jiang 27 2 0 11 Aug 2022
A Survey on Table Question Answering: Recent Advances Nengzheng Jin Joanna Siebert Dongfang Li Qingcai Chen LMTD 52 43 0 12 Jul 2022
Multimodal Learning with Transformers: A Survey Peng Xu Xiatian Zhu David Clifton ViT 79 530 0 13 Jun 2022
Cross-TOP: Zero-Shot Cross-Schema Task-Oriented Parsing M. Rubino Nicolas Guenon des Mesnards Uday Shah Nan-Jiang Jiang Weiqiong Sun Konstantine Arkoudas 26 3 0 10 Jun 2022
Non-Programmers Can Label Programs Indirectly via Active Examples: A Case Study with Text-to-SQL Ruiqi Zhong Charles Burton Snell Dan Klein Jason Eisner 24 8 0 25 May 2022
Table Retrieval May Not Necessitate Table-specific Model Design Zhiruo Wang Zhengbao Jiang Eric Nyberg Graham Neubig LMTD 31 16 0 19 May 2022
Measuring and Improving Compositional Generalization in Text-to-SQL via Component Alignment Yujian Gan Xinyun Chen Qiuping Huang Matthew Purver 30 21 0 04 May 2022
S $^2$ SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers Binyuan Hui Ruiying Geng Lihan Wang Bowen Qin Bowen Li Jian Sun Yongbin Li 28 55 0 14 Mar 2022
TableFormer: Robust Transformer Modeling for Table-Text Encoding Jingfeng Yang Aditya Gupta Shyam Upadhyay Luheng He Rahul Goel Shachi Paul LMTD 30 113 0 01 Mar 2022
Pre-Trained Language Models for Interactive Decision-Making Shuang Li Xavier Puig Chris Paxton Yilun Du Clinton Jia Wang ... Anima Anandkumar Jacob Andreas Igor Mordatch Antonio Torralba Yuke Zhu LM&Ro 50 250 0 03 Feb 2022
Synchromesh: Reliable code generation from pre-trained language models Gabriel Poesia Oleksandr Polozov Vu Le A. Tiwari Gustavo Soares Christopher Meek Sumit Gulwani 28 157 0 26 Jan 2022
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models Tianbao Xie Chen Henry Wu Peng Shi Ruiqi Zhong Torsten Scholak ... Lingpeng Kong Rui Zhang Noah A. Smith Luke Zettlemoyer Tao Yu LMTD 39 297 0 16 Jan 2022
Speech-to-SQL: Towards Speech-driven SQL Query Generation From Natural Language Question Yuanfeng Song Raymond Chi-Wing Wong Xuefang Zhao Di Jiang 44 13 0 04 Jan 2022
Pay More Attention to History: A Context Modelling Strategy for Conversational Text-to-SQL Yuntao Li Hanchun Zhang Yutian Li Sirui Wang Wei Wu Yan Zhang 24 8 0 16 Dec 2021
Linking-Enhanced Pre-Training for Table Semantic Parsing Bowen Qin Lihan Wang Binyuan Hui Ruiying Geng Zhen Cao Min Yang Jian Sun Yongbin Li 37 1 0 18 Nov 2021
Question Answering for Complex Electronic Health Records Database using Unified Encoder-Decoder Architecture Seongsu Bae Daeyoung Kim Jiho Kim Edward Choi 14 6 0 14 Nov 2021
A Chinese Multi-type Complex Questions Answering Dataset over Wikidata Jianyun Zou Min Yang Lichao Zhang Yechen Xu Qifan Pan ... Ran Qin Shushu Wang Yifan He Songfang Huang Zhou Zhao 33 8 0 11 Nov 2021
Outlining and Filling: Hierarchical Query Graph Generation for Answering Complex Questions over Knowledge Graphs Yongrui Chen Huiying Li Guilin Qi Tianxing Wu Tenggou Wang 40 22 0 01 Nov 2021
Where were my keys? -- Aggregating Spatial-Temporal Instances of Objects for Efficient Retrieval over Long Periods of Time Ifrah Idrees Zahid Hasan S. Reiss Stefanie Tellex 24 2 0 25 Oct 2021
The Power of Prompt Tuning for Low-Resource Semantic Parsing Nathan Schucher Siva Reddy H. D. Vries VLM 116 36 0 16 Oct 2021
mRAT-SQL+GAP:A Portuguese Text-to-SQL Transformer M. A. José Fabio Gagliardi Cozman LMTD 32 11 0 07 Oct 2021
Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing Qian Liu Dejian Yang Jiahui Zhang Jiaqi Guo Bin Zhou Jian-Guang Lou 51 41 0 22 Sep 2021
Prefix-to-SQL: Text-to-SQL Generation from Incomplete User Questions Naihao Deng Shuaichen Chang Peng Shi Tao Yu Rui Zhang LMTD 43 4 0 15 Sep 2021
SPARQLing Database Queries from Intermediate Question Decompositions Irina Saparina A. Osokin 26 14 0 13 Sep 2021
Leveraging Table Content for Zero-shot Text-to-SQL with Meta-Learning Yongrui Chen Xinnan Guo Chaojie Wang Jian Qiu Guilin Qi Meng Wang Huiying Li LMTD VLM 26 10 0 12 Sep 2021
Total Recall: a Customized Continual Learning Method for Neural Semantic Parsers Zhuang Li Lizhen Qu Gholamreza Haffari CLL 45 15 0 11 Sep 2021
Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization Yujian Gan Xinyun Chen Matthew Purver 80 80 0 11 Sep 2021
Natural SQL: Making SQL Easier to Infer from Natural Language Specifications Yujian Gan Xinyun Chen Jinxia Xie Matthew Purver J. Woodward J. Drake Qiaofu Zhang 90 91 0 11 Sep 2021
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Torsten Scholak Nathan Schucher Dzmitry Bahdanau 156 377 0 10 Sep 2021
Memory-Based Semantic Parsing Parag Jain Mirella Lapata 34 9 0 07 Sep 2021