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GitHub1mon
CycloneBoy/csc_sql: CSC-SQL: Corrective Self-Consistency in Text-to-SQL via Reinforcement Learning - GitHub
CSC-SQL selects the two most frequently occurring outputs from parallel sampling and feeds them into a merge revision model for correction. Additionally, we employ the Group Relative Policy ...
IEEE11mon
A Novel Weight-Driven ATN-Based SQL Sentence Generator to Accommodate AI-Based Reinforcement Learning - IEEE Xplore
This paper presents a novel approach for generating SQL queries through a weight-driven framework using a modified ATN of ANTLR4's runtime components. Our objective is to enhance ATN capabilities for ...
IEEE2y
Towards Dynamic Capture-The-Flag Training Environments For Reinforcement Learning Offensive Security Agents - IEEE Xplore
In this paper, we propose a formalised process for the generation of dynamically generated SQL queries that are vulnerable to SQL injection attacks for the training of reinforcement learning offensive ...