论文标题
从不同的角度进行语义匹配
Semantic Matching from Different Perspectives
论文作者
论文摘要
在本文中，我们要注意通常被忽略的问题，即\ textit {相似性应从不同的角度确定。为了探讨此问题，我们发布了一个多人文本相似性（MPT）数据集，其中句子相似性从十二个角度标记。此外，我们通过改造一些著名的文本匹配模型对这项任务进行了一系列实验分析。最后，我们获得了几个结论和基线模型，为对此问题的调查奠定了基础。数据集和代码可在GitHub \ footNote {\ url {https://github.com/autoliuweijie/mpts}上公开获得。
In this paper, we pay attention to the issue which is usually overlooked, i.e., \textit{similarity should be determined from different perspectives}. To explore this issue, we release a Multi-Perspective Text Similarity (MPTS) dataset, in which sentence similarities are labeled from twelve perspectives. Furthermore, we conduct a series of experimental analysis on this task by retrofitting some famous text matching models. Finally, we obtain several conclusions and baseline models, laying the foundation for the following investigation of this issue. The dataset and code are publicly available at Github\footnote{\url{https://github.com/autoliuweijie/MPTS}
