Title
CSC-SQL: Corrective Self-Consistency in Text-to-SQL via Reinforcement Learning Lei Sheng Shuai-Shuai Xu LRM 57 0 0 19 May 2025
Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward Han Weng Boyi Liu Yuanfeng Song Dun Zeng Yingxiang Yang Yi Zhan Longjie Cui Xiaoming Yin Yang Sun 45 0 0 18 May 2025
Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning Josefa Lia Stoisser Marc Boubnovski Martell Julien Fauqueur LMTD ReLM AI4TS LRM 154 0 0 23 Apr 2025
DB-Explore: Automated Database Exploration and Instruction Synthesis for Text-to-SQL Haoyuan Ma Yongliang Shen Hengwei Liu Wenqi Zhang Haolei Xu Qiuying Peng Jun Wang Weiming Lu 104 2 0 06 Mar 2025
OpenSearch-SQL: Enhancing Text-to-SQL with Dynamic Few-shot and Consistency Alignment Xiangjin Xie Guangwei Xu Lingyan Zhao Ruijie Guo AI4TS 68 9 0 19 Feb 2025
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training Tianzhe Chu Yuexiang Zhai Jihan Yang Shengbang Tong Saining Xie Dale Schuurmans Quoc V. Le Sergey Levine Yi-An Ma OffRL 228 123 0 28 Jan 2025
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning DeepSeek-AI Daya Guo Dejian Yang Haowei Zhang Junxiao Song ... Shiyu Wang S. Yu Shunfeng Zhou Shuting Pan S.S. Li ReLM VLM OffRL AI4TS LRM 380 1,970 0 22 Jan 2025
Kimi k1.5: Scaling Reinforcement Learning with LLMs Kimi Team Angang Du Bofei Gao Bowei Xing Changjiu Jiang ... Zihao Huang Ziyao Xu Zhiyong Yang Zonghan Yang Zongyu Lin OffRL ALM AI4TS VLM LRM 269 330 0 22 Jan 2025
O1 Replication Journey: A Strategic Progress Report -- Part 1 Yiwei Qin Xuefeng Li Haoyang Zou Yixiu Liu Shijie Xia ... Yixin Ye Weizhe Yuan Hector Liu Yuezun Li Pengfei Liu VLM 89 91 0 08 Oct 2024
E-SQL: Direct Schema Linking via Question Enrichment in Text-to-SQL Hasan Alp Caferoğlu Özgür Ulusoy 91 22 0 25 Sep 2024
Qwen2.5-Coder Technical Report Binyuan Hui Jian Yang Zeyu Cui Jiaxi Yang Dayiheng Liu ... Fei Huang Xingzhang Ren Xuancheng Ren Jingren Zhou Junyang Lin OSLM 113 331 0 18 Sep 2024
Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters Charlie Snell Jaehoon Lee Kelvin Xu Aviral Kumar LRM 192 692 0 06 Aug 2024
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models Zhihong Shao Peiyi Wang Qihao Zhu Runxin Xu Jun-Mei Song ... Haowei Zhang Mingchuan Zhang Yiming Li Yu-Huan Wu Daya Guo ReLM LRM 146 1,274 0 05 Feb 2024
DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models Mohammadreza Pourreza Davood Rafiei 48 28 0 02 Feb 2024
C3: Zero-shot Text-to-SQL with ChatGPT Xuemei Dong Chuxu Zhang Yuhang Ge Yuren Mao Yunjun Gao Lu Chen Jinshu Lin Dongfang Lou 64 147 0 14 Jul 2023
Let's Verify Step by Step Hunter Lightman V. Kosaraju Yura Burda Harrison Edwards Bowen Baker Teddy Lee Jan Leike John Schulman Ilya Sutskever K. Cobbe ALM OffRL LRM 193 1,233 0 31 May 2023
SQL-PaLM: Improved Large Language Model Adaptation for Text-to-SQL (extended) Ruoxi Sun Sercan O. Arik Alex Muzio Lesly Miculicich S. Gundabathula ... Hanjun Dai Hootan Nakhost Rajarishi Sinha Zifeng Wang Tomas Pfister 79 33 0 26 May 2023
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs Jinyang Li Binyuan Hui Ge Qu Jiaxi Yang Binhua Li ... Guoliang Li Kevin C. C. Chang Fei Huang Reynold Cheng Yongbin Li LMTD 112 419 0 04 May 2023
DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction Mohammadreza Pourreza Davood Rafiei ReLM LRM 68 352 0 21 Apr 2023
Reward Design For An Online Reinforcement Learning Algorithm Supporting Oral Self-Care Anna L. Trella Kelly W. Zhang Inbal Nahum-Shani Vivek Shetty Finale Doshi-Velez Susan Murphy OnRL 65 21 0 15 Aug 2022
STaR: Bootstrapping Reasoning With Reasoning E. Zelikman Yuhuai Wu Jesse Mu Noah D. Goodman ReLM LRM 144 508 0 28 Mar 2022
Reinforcement Learning with Sparse Rewards using Guidance from Offline Demonstration Desik Rengarajan G. Vaidya Akshay Sarvesh D. Kalathil S. Shakkottai OffRL 60 58 0 09 Feb 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 825 9,644 0 28 Jan 2022
SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL Ruichu Cai Jinjie Yuan Boyan Xu Zhifeng Hao 65 64 0 01 Nov 2021
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Torsten Scholak Nathan Schucher Dzmitry Bahdanau 209 391 0 10 Sep 2021
Towards Robustness of Text-to-SQL Models against Synonym Substitution Yujian Gan Xinyun Chen Qiuping Huang Matthew Purver J. Woodward Jinxia Xie Pengsheng Huang AAML 66 112 0 02 Jun 2021
Reinforcement Learning Approaches in Social Robotics Neziha Akalin Amy Loutfi OffRL 61 103 0 21 Sep 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 862 42,379 0 28 May 2020
Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation Jiaqi Guo Zecheng Zhan Yan Gao Yan Xiao Jian-Guang Lou Ting Liu Dongmei Zhang 58 384 0 20 May 2019
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 532 19,265 0 20 Jul 2017
Reinforcement Learning with Unsupervised Auxiliary Tasks Max Jaderberg Volodymyr Mnih Wojciech M. Czarnecki Tom Schaul Joel Z Leibo David Silver Koray Kavukcuoglu SSL 109 1,229 0 16 Nov 2016