Unlike one-off tools, Column From Examples records transformation steps so results remain stable as new data is added.

Abstract: Structured machine learning refers to learning a structured hypothesis from data with rich internal structure. We apply semantics-enabled (semi-)supervised learning for perfect and imperfect ...

Large language models (LLMs) have fundamentally changed what it means to be found online. These systems do not read content the way a person does, nor do they rank pages the way traditional search ...

Large Language Models (LLMs) are increasingly applied to complex reasoning tasks over large-scale, structured data [1] [2], such as the vast tables commonly found in enterprise environments. This ...