arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2004.03807cs.DLcs.CL
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SciWING -- A Software Toolkit for Scientific Document Processing

National University of Singapore(新加坡国立大学)

Abhinav Ramesh Kashyap, Min-Yen Kan

英文摘要:

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).

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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