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cs.CL2026
RAS: Reflection-Augmented Scaling with In-Context Learning for Executable Cypher Query Generation
Minseok Jung, Abhas Ricky, Muhammad Rameez Chatni
Inference-time scaling can reduce errors in structured query generation, but methods to allocate the compute for query code generation remains underexplored. We study Text2Cypher,…
cs.CL2025
Group-Adaptive Threshold Optimization for Robust AI-Generated Text Detection
Minseok Jung, Cynthia Fuertes Panizo, Liam Dugan +4
The advancement of large language models (LLMs) has made it difficult to differentiate human-written text from AI-generated text. Several AI-text detectors have been developed in r…