Simplified TinyBERT: Knowledge Distillation for Document Retrieval

16 Sep 2020 Xuanang Chen Ben He Kai Hui Le Sun Yingfei Sun

Despite the effectiveness of utilizing BERT for document ranking, the computational cost of such approaches is non-negligible when compared to other retrieval methods. To this end, this paper first empirically investigates the applications of knowledge distillation models on document ranking task... (read more)

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