TopBench is a new benchmark exposing that LLMs default to table lookups instead of intent-aware predictive reasoning on tabular data, with intent disambiguation as a key prerequisite.
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TopBench: A Benchmark for Implicit Prediction and Reasoning over Tabular Question Answering
TopBench is a new benchmark exposing that LLMs default to table lookups instead of intent-aware predictive reasoning on tabular data, with intent disambiguation as a key prerequisite.