Pretrained Transformers for Text Ranking

Pretrained Transformers for Text Ranking

BERT and Beyond

Lin, Jimmy; Yates, Andrew; Nogueira, Rodrigo

Morgan & Claypool Publishers

10/2021

325

Dura

Inglês

9781636392301

15 a 20 dias

Descrição não disponível.
Preface
Acknowledgments
Introduction
Setting the Stage
Multi-Stage Architectures for Reranking
Refining Query and Document Representations
Learned Dense Representations for Ranking
Future Directions and Conclusions
Bibliography
Authors' Biographies
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pretrained transformers; BERT; neural information retrieval; effectiveness--efficiency tradeoffs; reranking; multi-stage ranking; dense retrieval; representational learning; document expansion; query expansion