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Tien-Ping Tan

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#machine learning Preprint Oct 2026

Partial-Revelation Panel Forecasting: Predictive Information Gain, Allocation, and Coarsening-Consistent Operators

We study partial-revelation panel forecasting: given $k$ of $n$ annotator votes on the previous dialogue turn, predict the full count distribution of the next turn's panel. This cross-turn predictive information differs from same-item annotation value. Under any nested revelation mechanism, the population decrement sat...

Bin Wen, Dai-Qiao Zhang, Tien-Ping Tan · 0 citations

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