论文标题
Sciwing-用于科学文档处理的软件工具包
SciWING -- A Software Toolkit for Scientific Document Processing
论文作者
论文摘要
我们介绍了Sciwing，这是一种开源软件工具包，它为科学文档处理任务（包括引用字符串解析和逻辑结构恢复）提供了对预培训模型的访问。科幻技术使研究人员能够通过交换和堆叠不同的模块来快速尝试不同的模型。它还使他们可以从配置文件声明并运行模型。它使研究人员能够从一般，预训练的变压器（即Bert，Scibert等）进行适合生产的转移学习，并有助于开发最终用户应用。它包括现成的Web和基于终端的应用程序和演示（可从http://sciwing.io获得）。
We introduce SciWING, an open-source software toolkit which provides access to pre-trained models for scientific document processing tasks, inclusive of citation string parsing and logical structure recovery. SciWING enables researchers to rapidly experiment with different models by swapping and stacking different modules. It also enables them declare and run models from a configuration file. It enables researchers to perform production-ready transfer learning from general, pre-trained transformers (i.e., BERT, SciBERT etc), and aids development of end-user applications. It includes ready-to-use web and terminal-based applications and demonstrations (Available from http://sciwing.io).
