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Drop Your Decoder: Pre-training with Bag-of-Word Prediction for Dense Passage Retrieval

Association for Computing Machinery (ACM) via YouTube

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Overview

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Learn about an innovative approach to dense passage retrieval in this 15-minute conference talk from SIGIR 2024. Explore how pre-training with bag-of-word prediction can enhance retrieval performance by eliminating the need for a decoder component. Discover the technical implementation details and potential benefits of this streamlined approach presented at the Association for Computing Machinery's Special Interest Group on Information Retrieval conference.

Syllabus

SIGIR 2024 W1.1 [fp] Drop your Decoder: Pre-training with Bag-of-Word Prediction

Taught by

Association for Computing Machinery (ACM)

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