Seung-won Hwang
3 papers · Latest:
Software Engineering
R$^3$-SQL: Ranking Reward and Resampling for Text-to-SQL
R$^3$-SQL improves Text-to-SQL by consistently ranking functionally equivalent queries and intelligently resampling when the correct SQL is missing.
2604.25325
Information RetrievalUnIte: Uncertainty-based Iterative Document Sampling for Domain Adaptation in Information Retrieval
UnIte improves domain adaptation for neural retrievers by sampling documents based on aleatoric and epistemic uncertainty, achieving significant gains.
2604.25142
Software EngineeringDuET: Dual Execution for Test Output Prediction with Generated Code and Pseudocode
DuET introduces a dual-execution framework for test output prediction, combining direct code execution and LLM-based pseudocode reasoning for improved reliability.
2604.11514
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