Build a Robust QA System with Transformer-based Mixture of Experts

In this paper, we aim to build a robust question answering system that can adapt to out-of-domain datasets. A single network may overfit to the superficial correlation in the training distribution, but with a meaningful number of expert sub-networks, a gating network that selects a sparse combinatio...

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Bibliographische Detailangaben

Hauptverfasser:	Zhou, Yu Qing, Liu, Xixuan Julie, Dong, Yuanzhe
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Computation and Language
Online-Zugang:	Volltext bestellen
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