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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
RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL Jiexing Qi Jingyao Tang Ziwei He Xiangpeng Wan Yu-Jie Cheng Chenghu Zhou Xinbing Wang Quanshi Zhang Zhouhan Lin LMTD 87 115 0 14 May 2022
Asking for Knowledge: Training RL Agents to Query External Knowledge Using Language Iou-Jen Liu Xingdi Yuan Marc-Alexandre Côté Pierre-Yves Oudeyer Alex Schwing RALM 81 12 0 12 May 2022
UL2: Unifying Language Learning Paradigms Yi Tay Mostafa Dehghani Vinh Q. Tran Xavier Garcia Jason W. Wei ... Tal Schuster H. Zheng Denny Zhou N. Houlsby Donald Metzler AI4CE 139 313 0 10 May 2022
Chart Question Answering: State of the Art and Future Directions Enamul Hoque P. Kavehzadeh Ahmed Masry 44 45 0 08 May 2022
Faster and Better Grammar-based Text-to-SQL Parsing via Clause-level Parallel Decoding and Alignment Loss Kun Wu Lijie Wang Zhenghua Li Xinyan Xiao 35 0 0 26 Apr 2022
CodexDB: Generating Code for Processing SQL Queries using GPT-3 Codex Immanuel Trummer LMTD 55 19 0 19 Apr 2022
ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering Yu Gu Yu-Chuan Su 93 73 0 17 Apr 2022
Continual Sequence Generation with Adaptive Compositional Modules Yanzhe Zhang Xuezhi Wang Diyi Yang KELM CLL 91 43 0 20 Mar 2022
MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages Zhiruo Wang Grace Cuenca Shuyan Zhou Frank F. Xu Graham Neubig 82 51 0 16 Mar 2022
UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL Longxu Dou Yan Gao Mingyang Pan Dingzirui Wang Wanxiang Che Dechen Zhan Jian-Guang Lou 102 27 0 15 Mar 2022
HIE-SQL: History Information Enhanced Network for Context-Dependent Text-to-SQL Semantic Parsing Yanzhao Zheng Haibin Wang B. Dong Xingjun Wang Changshan Li 97 35 0 14 Mar 2022
A Survey on Artificial Intelligence for Source Code: A Dialogue Systems Perspective Erfan Al-Hossami Samira Shaikh 62 6 0 10 Feb 2022
Logical Reasoning for Task Oriented Dialogue Systems Sajjad Beygi Maryam Fazel-Zarandi Alessandra Cervone Prakash Krishnan Siddhartha Reddy Jonnalagadda LRM 68 6 0 08 Feb 2022
Rethinking Explainability as a Dialogue: A Practitioner's Perspective Himabindu Lakkaraju Dylan Slack Yuxin Chen Chenhao Tan Sameer Singh LRM 110 64 0 03 Feb 2022
TableQuery: Querying tabular data with natural language A. Abraham Fariz Rahman Damanpreet Kaur LMTD 37 6 0 27 Jan 2022
Reasoning Like Program Executors Xinyu Pi Qian Liu Bei Chen Morteza Ziyadi Zeqi Lin Qiang Fu Yan Gao Jian-Guang Lou Weizhu Chen ReLM LRM 316 53 0 27 Jan 2022
Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks Haoyu Dong Zhoujun Cheng Xinyi He Mengyuan Zhou Anda Zhou Fan Zhou Ao Liu Shi Han Dongmei Zhang LMTD 151 65 0 24 Jan 2022
Code Sophistication: From Code Recommendation to Logic Recommendation Jessie Galasso Michalis Famelis H. Sahraoui 38 1 0 19 Jan 2022
Korean-Specific Dataset for Table Question Answering Changwook Jun Jooyoung Choi Myoseop Sim Hyun Kim Hansol Jang Kyungkoo Min RALM LMTD 16 4 0 17 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 121 304 0 16 Jan 2022
Reasoning over Hybrid Chain for Table-and-Text Open Domain QA Wanjun Zhong Junjie Huang Qianchu Liu Ming Zhou Jiahai Wang Jian Yin Nan Duan LMTD ReLM LRM 74 12 0 15 Jan 2022
Interactive Data Analysis with Next-step Natural Language Query Recommendation Xingbo Wang Furui Cheng Yong Wang Ke Xu Jiang Long Hong Lu Huamin Qu 88 15 0 13 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 63 14 0 04 Jan 2022
nvBench: A Large-Scale Synthesized Dataset for Cross-Domain Natural Language to Visualization Task Yuyu Luo Jiawei Tang Guoliang Li VLM 31 30 0 24 Dec 2021
An Inference Approach To Question Answering Over Knowledge Graphs Aayushee Gupta K. Annervaz Ambedkar Dukkipati Shubhashis Sengupta 27 0 0 21 Dec 2021
DB-BERT: a Database Tuning Tool that "Reads the Manual" Immanuel Trummer 65 64 0 21 Dec 2021
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 66 8 0 16 Dec 2021
Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics Hyundong Justin Cho Chinnadhurai Sankar Christopher Lin Kaushik Ram Sadagopan Shahin Shayandeh Asli Celikyilmaz Jonathan May Ahmad Beirami 115 10 0 15 Dec 2021
Multi-Row, Multi-Span Distant Supervision For Table+Text Question Vishwajeet Kumar Yash Gupta Saneem A. Chemmengath Jaydeep Sen Soumen Chakrabarti Samarth Bharadwaj FeiFei Pan RALM LMTD 79 10 0 14 Dec 2021
Weakly Supervised Text-to-SQL Parsing through Question Decomposition Tomer Wolfson Daniel Deutch Jonathan Berant ReLM 43 16 0 12 Dec 2021
Improving Logical-Level Natural Language Generation with Topic-Conditioned Data Augmentation and Logical Form Generation Ao Liu Congjian Luo Naoaki Okazaki 57 4 0 12 Dec 2021
Compositional Generalization for Natural Language Interfaces to Web APIs Saghar Hosseini Ahmed Hassan Awadallah Yu-Chuan Su 61 6 0 09 Dec 2021
Controlling Conditional Language Models without Catastrophic Forgetting Tomasz Korbak Hady ElSahar Germán Kruszewski Marc Dymetman CLL AI4CE 104 35 0 01 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 67 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 98 6 0 14 Nov 2021
Reducing the impact of out of vocabulary words in the translation of natural language questions into SPARQL queries M. Santana Francesco Ricca Bernardo Cuteri 16 3 0 04 Nov 2021
SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL Ruichu Cai Jinjie Yuan Boyan Xu Zhifeng Hao 104 65 0 01 Nov 2021
MetaICL: Learning to Learn In Context Sewon Min M. Lewis Luke Zettlemoyer Hannaneh Hajishirzi LRM 251 492 0 29 Oct 2021
Reminding the Incremental Language Model via Data-Free Self-Distillation Han Wang Ruiliu Fu Chengzhang Li Xuejun Zhang Jun Zhou Yonghong Yan CLL 117 3 0 17 Oct 2021
Open Domain Question Answering with A Unified Knowledge Interface Kaixin Ma Hao Cheng Xiaodong Liu Eric Nyberg Jianfeng Gao RALM 199 40 0 16 Oct 2021
Exploring Universal Intrinsic Task Subspace via Prompt Tuning Yujia Qin Xiaozhi Wang Yusheng Su Yankai Lin Ning Ding ... Juanzi Li Lei Hou Peng Li Maosong Sun Jie Zhou VLM VPVLM 190 29 0 15 Oct 2021
mRAT-SQL+GAP:A Portuguese Text-to-SQL Transformer M. A. José Fabio Gagliardi Cozman LMTD 86 11 0 07 Oct 2021
Mapping Language to Programs using Multiple Reward Components with Inverse Reinforcement Learning Sayan Ghosh Shashank Srivastava 101 3 0 02 Oct 2021
Collecting and Characterizing Natural Language Utterances for Specifying Data Visualizations Arjun Srinivasan Nikhila Nyapathy Bongshin Lee Steven Drucker J. Stasko 108 73 0 01 Oct 2021
Procedures as Programs: Hierarchical Control of Situated Agents through Natural Language Shuyan Zhou Pengcheng Yin Graham Neubig LM&Ro 44 1 0 16 Sep 2021
Knowledge-based Embodied Question Answering Sinan Tan Mengmeng Ge Di Guo Huaping Liu F. Sun 96 23 0 16 Sep 2021
Topic Transferable Table Question Answering Saneem A. Chemmengath Vishwajeet Kumar Samarth Bharadwaj Jaydeep Sen Mustafa Canim Soumen Chakrabarti A. Gliozzo Karthik Sankaranarayanan OOD 96 11 0 15 Sep 2021
Prefix-to-SQL: Text-to-SQL Generation from Incomplete User Questions Naihao Deng Shuaichen Chang Peng Shi Tao Yu Rui Zhang LMTD 64 4 0 15 Sep 2021
SPARQLing Database Queries from Intermediate Question Decompositions Irina Saparina A. Osokin 76 14 0 13 Sep 2021
Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization Yujian Gan Xinyun Chen Matthew Purver 105 90 0 11 Sep 2021