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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
Treasure Hunt: Real-time Targeting of the Long Tail using Training-Time Markers Daniel D'souza Julia Kreutzer Adrien Morisot Ahmet Üstün Sara Hooker 17 0 0 17 Jun 2025
MTabVQA: Evaluating Multi-Tabular Reasoning of Language Models in Visual Space Anshul Singh Chris Biemann Jan Strich LMTD LRM 12 0 0 13 Jun 2025
SEED: Enhancing Text-to-SQL Performance and Practical Usability Through Automatic Evidence Generation Janghyeon Yun Sang-goo Lee 10 0 0 09 Jun 2025
Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions Kun Zhang Le Wu Kui Yu Guangyi Lv Dacao Zhang AAML ELM 14 0 0 08 Jun 2025
MMTU: A Massive Multi-Task Table Understanding and Reasoning Benchmark Junjie Xing Yeye He Mengyu Zhou Haoyu Dong Shi Han Lingjiao Chen Dongmei Zhang S. Chaudhuri H. V. Jagadish LMTD ELM LRM 36 0 0 05 Jun 2025
From Chat Logs to Collective Insights: Aggregative Question Answering Wentao Zhang Woojeong Kim Yuntian Deng LMTD 48 0 0 29 May 2025
TabXEval: Why this is a Bad Table? An eXhaustive Rubric for Table Evaluation Vihang Pancholi J. Bafna Tejas Anvekar Manish Shrivastava Vivek Gupta LMTD 20 0 0 28 May 2025
Look Within or Look Beyond? A Theoretical Comparison Between Parameter-Efficient and Full Fine-Tuning Yongkang Liu Xingle Xu Ercong Nie Zijing Wang Shi Feng Daling Wang Qian Li Hinrich Schutze 21 0 0 28 May 2025
Calibrating LLMs for Text-to-SQL Parsing by Leveraging Sub-clause Frequencies Terrance Liu Shuyi Wang Daniel Preotiuc-Pietro Yash Chandarana Chirag Gupta 17 1 0 27 May 2025
MMTBENCH: A Unified Benchmark for Complex Multimodal Table Reasoning Prasham Yatinkumar Titiya Jainil Trivedi Chitta Baral Vivek Gupta LMTD 70 0 0 27 May 2025
RelationalFactQA: A Benchmark for Evaluating Tabular Fact Retrieval from Large Language Models Dario Satriani Enzo Veltri Donatello Santoro Paolo Papotti LMTD HILM 47 0 0 27 May 2025
StreamLink: Large-Language-Model Driven Distributed Data Engineering System Dawei Feng Di Mei Huiri Tan Lei Ren Xianying Lou Zhangxi Tan 15 0 0 27 May 2025
Meta-aware Learning in text-to-SQL Large Language Model Wenda Zhang 53 0 0 25 May 2025
LoTA-QAF: Lossless Ternary Adaptation for Quantization-Aware Fine-Tuning Junyu Chen Junzhuo Li Zhen Peng Wenjie Wang Yuxiang Ren Long Shi Xuming Hu MQ 33 0 0 24 May 2025
UNJOIN: Enhancing Multi-Table Text-to-SQL Generation via Schema Simplification Poojah Ganesan Rajat Aayush Jha Dan Roth Vivek Gupta 77 0 0 23 May 2025
BiomedSQL: Text-to-SQL for Scientific Reasoning on Biomedical Knowledge Bases Mathew J. Koretsky Maya Willey Adi Asija Owen Bianchi Chelsea X. Alvarado ... Nicole Kuznetsov Sungwon Kim M. Nalls Daniel Khashabi F. Faghri 17 0 0 23 May 2025
ExeSQL: Self-Taught Text-to-SQL Models with Execution-Driven Bootstrapping for SQL Dialects Jipeng Zhang Haolin Yang Kehao Miao Ruiyuan Zhang Renjie Pi Jiahui Gao Xiaofang Zhou 179 0 0 22 May 2025
AutoGEEval: A Multimodal and Automated Framework for Geospatial Code Generation on GEE with Large Language Models Shuyang Hou Zhangxiao Shen Huayi Wu Jianyuan Liang Haoyue Jiao ... Xiaopu Zhang Xu Li Zhipeng Gui Xuefeng Guan Longgang Xiang ELM 72 0 0 19 May 2025
Table-R1: Region-based Reinforcement Learning for Table Understanding Zhenhe Wu Jian Yang Jiaheng Liu Xianjie Wu Changzai Pan Jie Zhang Yu Zhao Shuangyong Song Yongxiang Li Zhoujun Li LMTD LRM 68 1 0 18 May 2025
Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward Han Weng Puzhen Wu Yuanfeng Song Dun Zeng Boyi Liu ... Qianru Zhang Dong Huang Xiaoming Yin Yang Sun Xing Chen 57 0 0 18 May 2025
Structured Prompting and Feedback-Guided Reasoning with LLMs for Data Interpretation Amit Rath LRM 52 1 0 03 May 2025
Fact-Consistency Evaluation of Text-to-SQL Generation for Business Intelligence Using Exaone 3.5 Jeho Choi HILM 72 0 0 30 Apr 2025
Think2SQL: Reinforce LLM Reasoning Capabilities for Text2SQL Simone Papicchio Simone Rossi Luca Cagliero Paolo Papotti ReLM LMTD AI4TS LRM 128 1 0 21 Apr 2025
FUSION: Fully Integration of Vision-Language Representations for Deep Cross-Modal Understanding Zheng Liu Mengjie Liu Jianfei Chen Jingwei Xu Tengjiao Wang Zeang Sheng Wentao Zhang MLLM 146 1 0 14 Apr 2025
Alleviating the Fear of Losing Alignment in LLM Fine-tuning Kang Yang Guanhong Tao X. Chen Jun Xu 81 1 0 13 Apr 2025
ELT-Bench: An End-to-End Benchmark for Evaluating AI Agents on ELT Pipelines Tengjun Jin Yuxuan Zhu Daniel Kang LMTD ELM 136 0 0 07 Apr 2025
REFORMER: A ChatGPT-Driven Data Synthesis Framework Elevating Text-to-SQL Models Shenyang Liu Saleh Almohaimeed Liqiang Wang 138 0 0 06 Apr 2025
Sigma: A dataset for text-to-code semantic parsing with statistical analysis Saleh Almohaimeed Shenyang Liu May Alsofyani Saad Almohaimeed Liqiang Wang 112 0 0 05 Apr 2025
Reasoning-SQL: Reinforcement Learning with SQL Tailored Partial Rewards for Reasoning-Enhanced Text-to-SQL Mohammadreza Pourreza Shayan Talaei Ruoxi Sun Xingchen Wan Hailong Li Azalia Mirhoseini Amin Saberi Sercan O. Arik ReLM AI4TS LRM 138 12 0 29 Mar 2025
GenEdit: Compounding Operators and Continuous Improvement to Tackle Text-to-SQL in the Enterprise Karime Maamari Connor Landy Amine Mhedhbi KELM 103 0 0 27 Mar 2025
MLLM-Selector: Necessity and Diversity-driven High-Value Data Selection for Enhanced Visual Instruction Tuning Yiwei Ma Guohai Xu Xiaoshuai Sun Jiayi Ji Jie Lou Debing Zhang Rongrong Ji 216 2 0 26 Mar 2025
SlowFast-LLaVA-1.5: A Family of Token-Efficient Video Large Language Models for Long-Form Video Understanding Mingze Xu Mingfei Gao Shiyu Li Jiasen Lu Zhe Gan Zhengfeng Lai Meng Cao Kai Kang Yue Yang Afshin Dehghan 147 5 0 24 Mar 2025
On the Perception Bottleneck of VLMs for Chart Understanding Junteng Liu Weihao Zeng Xiwen Zhang Yijun Wang Zifei Shan Junxian He 102 0 0 24 Mar 2025
Feather-SQL: A Lightweight NL2SQL Framework with Dual-Model Collaboration Paradigm for Small Language Models Wenqi Pei Hailing Xu Hengyuan Zhao Shizheng Hou Han Chen Zining Zhang Pingyi Luo Bingsheng He 133 1 0 22 Mar 2025
Benchmarking AI Models in Software Engineering: A Review, Search Tool, and Enhancement Protocol Roham Koohestani Philippe de Bekker Maliheh Izadi VLM 115 0 0 07 Mar 2025
TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models Xinyi He Yihao Liu Mengyu Zhou Yeye He Haoyu Dong Shi Han Zejian Yuan Dongmei Zhang LMTD 134 1 0 06 Mar 2025
OmniSQL: Synthesizing High-quality Text-to-SQL Data at Scale Haoyang Li Shang Wu Yanling Wang Xinmei Huang Jing Zhang ... Tieying Zhang Jianjun Chen Rui Shi Hong Chen Cuiping Li SyDa 156 9 0 04 Mar 2025
Synthetic Tabular Data Detection In the Wild G. C. N. Kindji Elisa Fromont L. Rojas-Barahona Tanguy Urvoy LMTD 94 1 0 03 Mar 2025
CLLoRA: An Approach to Measure the Effects of the Context Length for LLM Fine-Tuning Ping Zhang Zhaorui Zhang Sheng Di Yao Xin Benben Liu 99 2 0 26 Feb 2025
Text-to-SQL Domain Adaptation via Human-LLM Collaborative Data Annotation Yuan Tian Daniel Lee Fei Wu Tung Mai Kun Qian Siddhartha Sahai Tianyi Zhang Yunyao Li SyDa 110 1 0 21 Feb 2025
TabSD: Large Free-Form Table Question Answering with SQL-Based Table Decomposition Yuxiang Wang Junhao Gan Jianzhong Qi LMTD 148 0 0 20 Feb 2025
OpenSearch-SQL: Enhancing Text-to-SQL with Dynamic Few-shot and Consistency Alignment Xiangjin Xie Guangwei Xu Lingyan Zhao Ruijie Guo AI4TS 71 9 0 19 Feb 2025
MultiTEND: A Multilingual Benchmark for Natural Language to NoSQL Query Translation Zhiqian Qin Yuanfeng Song Jinwei Lu Yuanwei Song Shuaimin Li Chen Zhang 119 0 0 16 Feb 2025
M2R2: Mixture of Multi-Rate Residuals for Efficient Transformer Inference Nikhil Bhendawade Mahyar Najibi Devang Naik Irina Belousova MoE 127 0 0 04 Feb 2025
Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Yeounoh Chung Gaurav Tarlok Kakkar Yu Gan Brenton Milne Fatma Ozcan RALM 189 6 0 21 Jan 2025
NL2KQL: From Natural Language to Kusto Query Amir H. Abdi Xinye Tang Jeremias Eichelbaum Mahan Das Alex Klein ... William Blum Daniel L Mace Tanvi Raja Namrata Padmanabhan Ye Xing 154 2 0 20 Jan 2025
Reliable Text-to-SQL with Adaptive Abstention Kaiwen Chen Yueting Chen Xiaohui Yu Nick Koudas RALM 88 2 0 18 Jan 2025
How Should We Build A Benchmark? Revisiting 274 Code-Related Benchmarks For LLMs Jialun Cao Yuk-Kit Chan Zixuan Ling Wenxuan Wang Shuqing Li ... Pinjia He Shuai Wang Zibin Zheng Michael R. Lyu Shing-Chi Cheung ALM 167 2 0 18 Jan 2025
MiMoTable: A Multi-scale Spreadsheet Benchmark with Meta Operations for Table Reasoning Zheng Li Yang Du Mao Zheng Mingyang Song LMTD 111 1 0 16 Dec 2024
FathomGPT: A Natural Language Interface for Interactively Exploring Ocean Science Data Nabin Khanal Chun Meng Yu Jui-Cheng Chiu Anav Chaudhary Ziyue Zhang K. Katija A. Forbes AI4CE 112 4 0 03 Dec 2024