Multi-Layer Contextual Passage Term Embedding for Ad-Hoc Retrieval

Nowadays, pre-trained language models such as Bidirectional Encoder Representations from Transformer (BERT) are becoming a basic building block in Information Retrieval tasks. Nevertheless, there are several limitations when applying BERT to the query-document matching task: (1) relevance assessment...

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Bibliographic Details
Main Authors: Weihong Cai, Zijun Hu, Yalan Luo, Daoyuan Liang, Yifan Feng, Jiaxin Chen
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Information
Subjects:
Online Access:https://www.mdpi.com/2078-2489/13/5/221