Pretraining on Non-linguistic Structure as a Tool for Analyzing Learning Bias in Language Models

30 Apr 2020Isabel PapadimitriouDan Jurafsky

We propose a novel methodology for analyzing the encoding of grammatical structure in neural language models through transfer learning. We test how a language model can leverage its internal representations to transfer knowledge across languages and symbol systems... (read more)

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