How transfer learning impacts linguistic knowledge in deep NLP models?

Transfer learning from pre-trained neural language models towards downstream tasks has been a predominant theme in NLP recently. Several researchers have shown that deep NLP models learn non-trivial amount of linguistic knowledge, captured at different layers of the model. We investigate how fine-tu...

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Hauptverfasser:	Durrani, Nadir, Sajjad, Hassan, Dalvi, Fahim
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computation and Language
Online-Zugang:	Volltext bestellen
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