Pretrained Transformers for Text Ranking: Bert and Beyond

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.