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Jun, 2023
研究BERT在评论理解中的跨领域行为
Investigating Cross-Domain Behaviors of BERT in Review Understanding
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Albert Lu, Meng Jiang
TL;DR
该研究主要采用Bert模型训练,探究单一领域和多领域的Amazon评论数据在情感分类中的效果,并发现利用多领域模型可以更好地跨领域地处理数据。
Abstract
review score prediction
requires review text understanding, a critical real-world application of
natural language processing
. Due to dissimilar text domains in product reviews, a common practice is fine-tuning
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