跨语言信息检索的神经方法

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval Pub Date : 2023-07-18 DOI:10.1145/3539618.3594244

Eugene Yang, Dawn J Lawrie, J. Mayfield, Suraj Nair, Douglas W. Oard

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引用次数: 0

摘要

这个半天的课程向参与者介绍神经跨语言信息检索(CLIR)的基本概念。它讨论了最常见的CLIR算法方法，重点是现代神经方法;CLIR的历史;在何处查找和如何使用CLIR培训集、测试集和基线系统;如何构建CLIR培训和测试集合;以及CLIR中的开放性研究问题。

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Neural Methods for Cross-Language Information Retrieval

This half day tutorial introduces the participant to the basic concepts underlying neural Cross-Language Information Retrieval (CLIR). It discusses the most common algorithmic approaches to CLIR, focusing on modern neural methods; the history of CLIR; where to find and how to use CLIR training collections, test collections and baseline systems; how CLIR training and test collections are constructed; and open research questions in CLIR.

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来源期刊

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval

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