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cs.CL2026
Source-Grounded Data Generation for Text-to-JSON Learning
Sunghee Ahn, Guijin Son, Youngjae Yu
From financial filings to clinical records, legacy industries rely heavily on long, unstructured documents to store high-value information. Reliably extracting this information int…
cs.CL2025
Revisiting the UID Hypothesis in LLM Reasoning Traces
Minju Gwak, Guijin Son, Jaehyung Kim
Large language models (LLMs) often solve problems using step-by-step Chain-of-Thought (CoT) reasoning, yet these intermediate steps are frequently unfaithful or hard to interpret.…