v1v2v3v4v5v6v7 (latest)

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
Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation Chengwei Qin Junwon Lee Shafiq Joty CLL 91 14 0 15 Oct 2023
Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing Yongrui Chen Shenyu Zhang Guilin Qi Xinnan Guo CLL 69 8 0 07 Oct 2023
Hermes: Unlocking Security Analysis of Cellular Network Protocols by Synthesizing Finite State Machines from Natural Language Specifications Abdullah Al Ishtiaq Sarkar Snigdha Sarathi Das Syed Md Mukit Rashid Ali Ranjbar Kai Tu ... Zhezheng Song Weixuan Wang M. Akon Rui Zhang Syed Rafiul Hussain 43 10 0 06 Oct 2023
Observatory: Characterizing Embeddings of Relational Tables Tianji Cong Madelon Hulsebos Zhenjie Sun Paul Groth H. V. Jagadish 93 10 0 05 Oct 2023
$$\mathcal{B}$-Coder: Value-Based Deep Reinforcement Learning for Program Synthesis$ $\mathcal{B}$ -Coder: Value-Based Deep Reinforcement Learning for Program Synthesis Zishun Yu Yunzhe Tao Liyu Chen Tao Sun Hongxia Yang 83 13 0 04 Oct 2023
Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models Wenxuan Ding Shangbin Feng Yuhan Liu Zhaoxuan Tan Vidhisha Balachandran Tianxing He Yulia Tsvetkov LRM 66 6 0 02 Oct 2023
Natural Language Models for Data Visualization Utilizing nvBench Dataset Shuo Wang Carlos Crespo-Quinones 29 1 0 02 Oct 2023
Testing the Limits of Unified Sequence to Sequence LLM Pretraining on Diverse Table Data Tasks Soumajyoti Sarkar Leonard Lausen LMTD 83 8 0 01 Oct 2023
Spider4SPARQL: A Complex Benchmark for Evaluating Knowledge Graph Question Answering Systems Catherine Kosten Philippe Cudré-Mauroux Kurt Stockinger RALM 36 5 0 28 Sep 2023
Effective Distillation of Table-based Reasoning Ability from LLMs Bohao Yang Chen Tang Kangning Zhao Chenghao Xiao Chenghua Lin LRM 65 27 0 22 Sep 2023
Localize, Retrieve and Fuse: A Generalized Framework for Free-Form Question Answering over Tables Wenting Zhao Ye Liu Yao Wan Yibo Wang Zhongfen Deng Philip S. Yu RALM LMTD 68 7 0 20 Sep 2023
Enhancing Open-Domain Table Question Answering via Syntax- and Structure-aware Dense Retrieval Nengzheng Jin Dongfang Li Junying Chen Joanna Siebert Qingcai Chen RALM LMTD 64 3 0 19 Sep 2023
Hypothesis Search: Inductive Reasoning with Language Models Ruocheng Wang E. Zelikman Gabriel Poesia Yewen Pu Nick Haber Noah D. Goodman ReLM LRM 124 112 0 11 Sep 2023
Text-to-OverpassQL: A Natural Language Interface for Complex Geodata Querying of OpenStreetMap Michael Staniek Raphael Schumann Maike Zufle Stefan Riezler 73 7 0 30 Aug 2023
Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation Dawei Gao Haibin Wang Yaliang Li Xiuyu Sun Yichen Qian Bolin Ding Jingren Zhou AI4TS 129 293 0 29 Aug 2023
Through the Lens of Core Competency: Survey on Evaluation of Large Language Models Ziyu Zhuang Qiguang Chen Longxuan Ma Mingda Li Yi Han Yushan Qian Haopeng Bai Zixian Feng Weinan Zhang Ting Liu ELM 80 13 0 15 Aug 2023
Can Knowledge Graphs Simplify Text? Anthony Colas Haodi Ma Xuanli He Yang Bai D. Wang 65 4 0 14 Aug 2023
InTune: Reinforcement Learning-based Data Pipeline Optimization for Deep Recommendation Models Kabir Nagrecha Lingyi Liu P. Delgado Prasanna Padmanabhan OffRL AI4CE 82 6 0 13 Aug 2023
AgentBench: Evaluating LLMs as Agents Xiao Liu Hao Yu Hanchen Zhang Yifan Xu Xuanyu Lei ... Yu-Chuan Su Huan Sun Minlie Huang Yuxiao Dong Jie Tang ELM LLMAG 152 315 0 07 Aug 2023
KITLM: Domain-Specific Knowledge InTegration into Language Models for Question Answering Ankush Agarwal Sakharam Gawade A. Azad P. Bhattacharyya KELM 73 7 0 07 Aug 2023
Around the GLOBE: Numerical Aggregation Question-Answering on Heterogeneous Genealogical Knowledge Graphs with Deep Neural Networks Omri Suissa M. Zhitomirsky-Geffet Avshalom Elmalech 61 1 0 30 Jul 2023
Marrying Dialogue Systems with Data Visualization: Interactive Data Visualization Generation from Natural Language Conversations Yuanfeng Song Xuefang Zhao Raymond Chi-Wing Wong 67 6 0 29 Jul 2023
WebArena: A Realistic Web Environment for Building Autonomous Agents Shuyan Zhou Frank F. Xu Hao Zhu Xuhui Zhou Robert Lo ... Tianyue Ou Yonatan Bisk Daniel Fried Uri Alon Graham Neubig LLMAG 212 496 0 25 Jul 2023
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI Jianguo Zhang Kun Qian Zhiwei Liu Shelby Heinecke Rui Meng Ye Liu Zhou Yu Huan Wang Silvio Savarese Caiming Xiong 115 22 0 19 Jul 2023
TableGPT: Towards Unifying Tables, Nature Language and Commands into One GPT Liangyu Zha Junlin Zhou Liyao Li Rui Wang Qingyi Huang ... Xing-yan Deng Jinfeng Xu Haobo Wang Gang Chen Jiaqi Zhao RALM LMTD 103 50 0 17 Jul 2023
Dialogue Agents 101: A Beginner's Guide to Critical Ingredients for Designing Effective Conversational Systems Shivani Kumar S. Bhatia Milan Aggarwal Tanmoy Chakraborty 99 1 0 14 Jul 2023
Natural Language Generation and Understanding of Big Code for AI-Assisted Programming: A Review M. Wong Shangxin Guo Ching Nam Hang Siu-Wai Ho C. Tan 95 87 0 04 Jul 2023
Feature Representation Learning for NL2SQL Generation Based on Coupling and Decoupling Chen Hao Xu Zhang Chuanbao Gao Deyu Zhou 17 1 0 30 Jun 2023
InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback John Yang Akshara Prabhakar Karthik Narasimhan Shunyu Yao 143 115 0 26 Jun 2023
RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial Perturbations Yilun Zhao Chen Zhao Linyong Nan Zhenting Qi Wenlin Zhang Xiangru Tang Boyu Mi Dragomir R. Radev AAML LMTD 92 40 0 25 Jun 2023
Learning to Generate Better Than Your LLM Jonathan D. Chang Kianté Brantley Rajkumar Ramamurthy Dipendra Kumar Misra Wen Sun 70 49 0 20 Jun 2023
ScienceBenchmark: A Complex Real-World Benchmark for Evaluating Natural Language to SQL Systems Yi Zhang Jan Deriu George Katsogiannis-Meimarakis Catherine Kosten Georgia Koutrika Kurt Stockinger 81 25 0 07 Jun 2023
TimelineQA: A Benchmark for Question Answering over Timelines W. Tan Jane Dwivedi-Yu Yuliang Li Lambert Mathias Marzieh Saeidi J. Yan A. Halevy LMTD 54 12 0 01 Jun 2023
Improving Generalization in Language Model-Based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-Based Techniques Daking Rai Bailin Wang Yilun Zhou Ziyu Yao 98 31 0 27 May 2023
Benchmarking Diverse-Modal Entity Linking with Generative Models Sijia Wang Alexander Hanbo Li He Zhu Shenmin Zhang Chung-Wei Hang ... William Wang Zhiguo Wang Vittorio Castelli Bing Xiang Patrick Ng VLM 102 9 0 27 May 2023
UNITE: A Unified Benchmark for Text-to-SQL Evaluation Wuwei Lan Zhiguo Wang Anuj Chauhan Henghui Zhu Alexander Hanbo Li ... Jiarong Jiang Stephen M. Ash Vittorio Castelli Patrick Ng Bing Xiang ELM LMTD 48 10 0 25 May 2023
Uncovering and Categorizing Social Biases in Text-to-SQL Yang Liu Yan Gao Zhe Su Xiaokang Chen Elliott Ash Jian-Guang Lou 93 6 0 25 May 2023
CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset Hanchong Zhang Jieyu Li Lu Chen Ruisheng Cao Yunyang Zhang Yu Huang Yefeng Zheng Kai Yu 95 0 0 25 May 2023
Is GPT-4 a Good Data Analyst? Liying Cheng Xingxuan Li Lidong Bing LM&MA ELM 122 101 0 24 May 2023
Investigating Table-to-Text Generation Capabilities of LLMs in Real-World Information Seeking Scenarios Yilun Zhao Haowei Zhang Shengyun Si Linyong Nan Xiangru Tang Arman Cohan LMTD 104 12 0 24 May 2023
Faithful Low-Resource Data-to-Text Generation through Cycle Training Zhuoer Wang Marcus D. Collins Nikhita Vedula Simone Filice S. Malmasi Oleg Rokhlenko 99 10 0 24 May 2023
TACR: A Table-alignment-based Cell-selection and Reasoning Model for Hybrid Question-Answering Jian Wu Yicheng Xu Yan Gao Jian-Guang Lou Börje F. Karlsson Manabu Okumura LMTD 49 3 0 24 May 2023
Learning UI-to-Code Reverse Generator Using Visual Critic Without Rendering Davit Soselia Khalid Saifullah Dinesh Manocha 29 0 0 24 May 2023
Schema-Driven Information Extraction from Heterogeneous Tables Fan Bai Junmo Kang Gabriel Stanovsky Dayne Freitag Alan Ritter LMTD 87 14 0 23 May 2023
QTSumm: Query-Focused Summarization over Tabular Data Yilun Zhao Zhenting Qi Linyong Nan Boyu Mi Yixin Liu ... Ruizhe Chen Xiangru Tang Yumo Xu Dragomir R. Radev Arman Cohan RALM LMTD 86 1 0 23 May 2023
DUBLIN -- Document Understanding By Language-Image Network Kriti Aggarwal Aditi Khandelwal Kumar Tanmay Owais Mohammed Khan Qiang Liu Monojit Choudhury Hardik Hansrajbhai Chauhan Subhojit Som Vishrav Chaudhary Saurabh Tiwary ObjD VLM 113 0 0 23 May 2023
EASE: An Easily-Customized Annotation System Powered by Efficiency Enhancement Mechanisms Naihao Deng Yikai Liu Mingye Chen Winston Wu Siyang Liu Yulong Chen Yue Zhang Rada Mihalcea 65 0 0 23 May 2023
Neural Machine Translation for Code Generation K. Dharma Clayton T. Morrison 119 4 0 22 May 2023
MultiTabQA: Generating Tabular Answers for Multi-Table Question Answering Vaishali Pal Andrew Yates Evangelos Kanoulas Maarten de Rijke LMTD 76 24 0 22 May 2023
Enhancing Few-shot Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design Strategies Linyong Nan Yilun Zhao Weijin Zou Narutatsu Ri Jaesung Tae Ellen Zhang Arman Cohan Dragomir R. Radev LMTD 84 51 0 21 May 2023