Does BERT Solve Commonsense Task via Commonsense Knowledge?

10 Aug 2020 Leyang Cui Sijie Cheng Yu Wu Yue Zhang

The success of pre-trained contextualized language models such as BERT motivates a line of work that investigates linguistic knowledge inside such models in order to explain the huge improvement in downstream tasks. While previous work shows syntactic, semantic and word sense knowledge in BERT, little work has been done on investigating how BERT solves CommonsenseQA tasks... (read more)

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