Pretrained Transformers for Text Ranking: BERT and Beyond: Synthesis Lectures on Human Language Technologies
Autor Jimmy Lin, Rodrigo Nogueira, Andrew Yatesen Limba Engleză Paperback – 29 oct 2021
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Specificații
ISBN-13: 9783031010538
ISBN-10: 3031010531
Pagini: 307
Ilustrații: XVII, 307 p.
Dimensiuni: 191 x 235 mm
Greutate: 0.57 kg
Editura: Springer International Publishing
Colecția Springer
Seria Synthesis Lectures on Human Language Technologies
Locul publicării:Cham, Switzerland
ISBN-10: 3031010531
Pagini: 307
Ilustrații: XVII, 307 p.
Dimensiuni: 191 x 235 mm
Greutate: 0.57 kg
Editura: Springer International Publishing
Colecția Springer
Seria Synthesis Lectures on Human Language Technologies
Locul publicării:Cham, Switzerland
Cuprins
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.
Notă biografică
Jimmy Lin holds the David R. Cheriton Chair in the David R. Cheriton School of Computer Science at the University of Waterloo. Prior to 2015, he was a faculty at the University of Maryland, College Park. Lin received his Ph.D. in Electrical Engineering and Computer Science from the Massachusetts Institute of Technology in 2004.Rodrigo Nogueira is a post-doctoral researcher at the University of Waterloo, an adjunct professor at the University of Campinas (UNICAMP), and a senior research scientist at NeuralMind, a startup focused on applying deep learning to document and image analysis. Nogueira received his Ph.D. in Computer Science from the New York University in 2019.Andrew Yates is an assistant professor in the Informatics Institute at the University of Amsterdam. Prior to 2021, he was a post-doctoral researcher and then senior researcher at the Max Planck Institute for Informatics. Yates received his Ph.D. in Computer Science from Georgetown University in 2016.