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CEDR: Contextualized Embeddings for Document Ranking

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Informatio..., (2019)

Cited by: 178|Views213
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Abstract

Although considerable attention has been given to neural ranking architectures recently, far less attention has been paid to the term representations that are used as input to these models. In this work, we investigate how two pretrained contextualized language modes (ELMo and BERT) can be utilized for ad-hoc document ranking. Through exp...More

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