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Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning

31 August 2017

Papers citing "Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning"

50 / 632 papers shown

Title
APOLLO: An Optimized Training Approach for Long-form Numerical Reasoning Jiashuo Sun Hang Zhang Chen Lin Nan Duan Yeyun Gong Jian Guo AIMat RALM 74 6 0 14 Dec 2022
Do Text-to-Text Multi-Task Learners Suffer from Task Conflict? David Mueller Nicholas Andrews Mark Dredze 102 7 0 13 Dec 2022
Explicit Knowledge Transfer for Weakly-Supervised Code Generation Zhangir Azerbayev Ansong Ni Hailey Schoelkopf Dragomir R. Radev 40 5 0 30 Nov 2022
Semi-Supervised Lifelong Language Learning Ying Zhao Yinhe Zheng Yu Bowen Zhiliang Tian Dongkyu Lee Jian Sun Haiyang Yu Yongbin Li N. Zhang CLL KELM 97 3 0 23 Nov 2022
Leveraging Data Recasting to Enhance Tabular Reasoning Aashna Jena Vivek Gupta Manish Shrivastava Julian Martin Eisenschlos LMTD 47 6 0 23 Nov 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 Yongqian Li Yang Dong CLL AI4TS 62 7 0 21 Nov 2022
A Copy Mechanism for Handling Knowledge Base Elements in SPARQL Neural Machine Translation Rose Hirigoyen Payel Das Samuel Reyd 51 5 0 18 Nov 2022
Execution-based Evaluation for Data Science Code Generation Models Junjie Huang Chenglong Wang Jipeng Zhang Cong Yan Haotian Cui J. Inala Colin B. Clement Nan Duan Jianfeng Gao ELM 96 36 0 17 Nov 2022
MapQA: A Dataset for Question Answering on Choropleth Maps Shuaichen Chang David Palzer Jialin Li Eric Fosler-Lussier N. Xiao 59 48 0 15 Nov 2022
Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems Jialiang Xu Mengyu Zhou Xinyi He Shi Han Dongmei Zhang AAML ELM AIMat 53 6 0 14 Nov 2022
DocuT5: Seq2seq SQL Generation with Table Documentation E. Soare Iain Mackie Jeffrey Stephen Dalton LMTD 74 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 76 33 0 09 Nov 2022
Towards Zero-Shot and Few-Shot Table Question Answering using GPT-3 Pragya Srivastava T. Ganu Saikat Guha LMTD RALM 18 4 0 31 Oct 2022
Reinforcement Learning and Bandits for Speech and Language Processing: Tutorial, Review and Outlook Baihan Lin OffRL AI4TS 127 27 0 24 Oct 2022
Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Delta Tuning Jing Yi Weize Chen Yujia Qin Yankai Lin Ning Ding Xu Han Zhiyuan Liu Maosong Sun Jie Zhou 113 2 0 24 Oct 2022
Towards Generalizable and Robust Text-to-SQL Parsing Chang Gao Bowen Li Wenxuan Zhang W. Lam Binhua Li Fei Huang Luo Si Yongbin Li 115 8 0 23 Oct 2022
ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples Yilun Zhao Linyong Nan Zhenting Qi Rui Zhang Dragomir R. Radev ReLM LMTD LRM 109 39 0 22 Oct 2022
STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing Zefeng Cai Xiangyu Li Binyuan Hui Min Yang Bowen Li ... Zhen Cao Weijie Li Fei Huang Luo Si Yongbin Li 60 32 0 21 Oct 2022
Table-To-Text generation and pre-training with TabT5 Ewa Andrejczuk Julian Martin Eisenschlos Francesco Piccinno Syrine Krichene Yasemin Altun LMTD 66 31 0 17 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 52 5 0 16 Oct 2022
Large Language Models are few(1)-shot Table Reasoners Wenhu Chen LMTD ReLM LRM 87 153 0 13 Oct 2022
ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models Jiannan Xiang Zhengzhong Liu Yucheng Zhou Eric P. Xing Zhiting Hu 134 16 0 09 Oct 2022
xDBTagger: Explainable Natural Language Interface to Databases Using Keyword Mappings and Schema Graph Arif Usta Akifhan Karakayali Özgür Ulusoy 56 3 0 07 Oct 2022
Binding Language Models in Symbolic Languages Zhoujun Cheng Tianbao Xie Peng Shi Chengzu Li Rahul Nadkarni ... Dragomir R. Radev Mari Ostendorf Luke Zettlemoyer Noah A. Smith Tao Yu LMTD 232 215 0 06 Oct 2022
Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing L. Nie Jiu Sun Yanlin Wang Lun Du Lei Hou Juanzi Li Shi Han Dongmei Zhang Jidong Zhai 71 6 0 04 Oct 2022
Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning Pan Lu Liang Qiu Kai-Wei Chang Ying Nian Wu Song-Chun Zhu Tanmay Rajpurohit Peter Clark Ashwin Kalyan ReLM LRM 207 300 0 29 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 94 9 0 14 Sep 2022
A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions Bowen Qin Binyuan Hui Lihan Wang Min Yang Jinyang Li ... Rongyu Cao Jian Sun Luo Si Fei Huang Yongbin Li LMTD 111 58 0 29 Aug 2022
SeSQL: Yet Another Large-scale Session-level Chinese Text-to-SQL Dataset Saihao Huang Lijie Wang Zhenghua Li Zeyang Liu Chenhui Dou Fukang Yan Xinyan Xiao Hua Wu Min Zhang 43 2 0 26 Aug 2022
Towards Natural Language-Based Visualization Authoring Yun Wang Zhitao Hou Leixian Shen Tongshuang Wu Jiaqi Wang He Huang Haidong Zhang Dongmei Zhang 122 65 0 23 Aug 2022
Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect Naihao Deng Yulong Chen Yue Zhang 85 53 0 22 Aug 2022
MultiPL-E: A Scalable and Extensible Approach to Benchmarking Neural Code Generation Federico Cassano John Gouwar Daniel Nguyen S. Nguyen Luna Phipps-Costin ... Carolyn Jane Anderson Molly Q. Feldman Arjun Guha Michael Greenberg Abhinav Jangda ELM 123 93 0 17 Aug 2022
Deep Learning Driven Natural Languages Text to SQL Query Conversion: A Survey Ayush Kumar P. Nagarkar Prabhav Nalhe Sanjeev Vijayakumar 63 19 0 08 Aug 2022
Few-shot Adaptation Works with UnpredicTable Data Jun Shern Chan Michael Pieler Jonathan Jao Jérémy Scheurer Ethan Perez 95 5 0 01 Aug 2022
A Survey of Intent Classification and Slot-Filling Datasets for Task-Oriented Dialog Stefan Larson Kevin Leach 94 21 0 26 Jul 2022
A Survey on Table Question Answering: Recent Advances Nengzheng Jin Joanna Siebert Dongfang Li Qingcai Chen LMTD 98 48 0 12 Jul 2022
OmniTab: Pretraining with Natural and Synthetic Data for Few-shot Table-based Question Answering Zhengbao Jiang Yi Mao Pengcheng He Graham Neubig Weizhu Chen LMTD 115 39 0 08 Jul 2022
BioTABQA: Instruction Learning for Biomedical Table Question Answering Man Luo S. Saxena Swaroop Mishra Mihir Parmar Chitta Baral LMTD 196 16 0 06 Jul 2022
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning Hung Le Yue Wang Akhilesh Deepak Gotmare Silvio Savarese Guosheng Lin SyDa ALM 227 273 0 05 Jul 2022
Facilitating Conversational Interaction in Natural Language Interfaces for Visualization Rishab Mitra Arpit Narechania Alex Endert J. Stasko 88 25 0 01 Jul 2022
Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing Lihan Wang Bowen Qin Binyuan Hui Bowen Li Min Yang Bailin Wang Binhua Li Fei Huang Luo Si Yongbin Li 135 44 0 28 Jun 2022
KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Low-Resource NLP Yufei Wang Jiayi Zheng Can Xu Xiubo Geng Tao Shen Chongyang Tao Daxin Jiang VLM MoE 70 2 0 21 Jun 2022
CitySpec: An Intelligent Assistant System for Requirement Specification in Smart Cities Zirong Chen Isaac Li Haoxiang Zhang S. Preum John A. Stankovic Meiyi Ma 61 9 0 07 Jun 2022
MultiHiertt: Numerical Reasoning over Multi Hierarchical Tabular and Textual Data Yilun Zhao Yunxiang Li Chenying Li Rui Zhang AIMat 65 107 0 03 Jun 2022
Knowledge Graph - Deep Learning: A Case Study in Question Answering in Aviation Safety Domain Ankush Agarwal Raju Gite Shreyash Laddha P. Bhattacharyya Satyanarayan Kar Asif Ekbal Prabhjit Thind Rajesh Zele Ravi Shankar 122 14 0 31 May 2022
Quark: Controllable Text Generation with Reinforced Unlearning Ximing Lu Sean Welleck Jack Hessel Liwei Jiang Lianhui Qin Peter West Prithviraj Ammanabrolu Yejin Choi MU 172 220 0 26 May 2022
Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Experts Qinyuan Ye Juan Zha Xiang Ren MoE 73 14 0 25 May 2022
PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation Ao Liu Haoyu Dong Naoaki Okazaki Shi Han Dongmei Zhang LMTD 69 21 0 25 May 2022
GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation L. Nie S. Cao Jiaxin Shi Jiu Sun Qingwen Tian Lei Hou Juanzi Li Jidong Zhai GNN 99 22 0 24 May 2022
Table Retrieval May Not Necessitate Table-specific Model Design Zhiruo Wang Zhengbao Jiang Eric Nyberg Graham Neubig LMTD 73 16 0 19 May 2022