用密集的编码模型进行零射击重新排名,用于新闻背景链接
1College of Engineering, Qatar University, Doha, Qatar.
PeerJ. Computer science
|February 3, 2025
概括
这项研究通过结合词汇和语义相关性信号,引入了一种新的新闻背景链接方法. 整合这些方法可以实现一种新的最先进的解决方案,用于为新闻文章找到上下文信息.
科学领域:
- 自然语言处理自然语言处理.
- 信息检索 信息检索
- 计算语言学 计算语言学
背景情况:
- 新闻背景链接旨在识别相关的资源以获取上下文信息.
- 目前的最先进技术依赖于使用整个文章作为查询的稀疏检索,主要使用词汇匹配.
- 现有的语义匹配方法没有超过简单的词汇方法.
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