By turning each teacher's labels into a separate confidence-prediction task conditioned on a teacher token, Teacher2Task claims to outperform the best individual teacher on open-vocabulary tagging without manual aggregation heuristics.
Zhou, Ensemble Methods: Foundations and Algorithms, 1st ed
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Heuristic-Free Multi-Teacher Learning
By turning each teacher's labels into a separate confidence-prediction task conditioned on a teacher token, Teacher2Task claims to outperform the best individual teacher on open-vocabulary tagging without manual aggregation heuristics.