论文标题
NLP如何受益法律制度：法律人工智能的摘要
How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence
论文作者
论文摘要
法律人工智能（Legalai）致力于应用人工智能的技术，尤其是自然语言处理，以使法律领域的任务受益。近年来，法律依法从AI研究人员和法律专业人员那里迅速引起了人们的关注，因为法律对法律制度有益于使法律专业人员摆脱迷宫的法律制度。法律专业人员经常考虑如何从基于规则和基于符号的方法中解决任务，而NLP研究人员更多地专注于数据驱动和嵌入方法。在本文中，我们介绍了法律研究的历史，当前状态和未来的研究方向。我们从法律专业人员和NLP研究人员的角度说明了任务，并在法律局中展示了一些代表性的申请。我们进行实验，并对现有作品的优势和缺点进行深入分析，以探索可能的未来方向。您可以从https://github.com/thunlp/claim中找到我们工作的实现。
Legal Artificial Intelligence (LegalAI) focuses on applying the technology of artificial intelligence, especially natural language processing, to benefit tasks in the legal domain. In recent years, LegalAI has drawn increasing attention rapidly from both AI researchers and legal professionals, as LegalAI is beneficial to the legal system for liberating legal professionals from a maze of paperwork. Legal professionals often think about how to solve tasks from rule-based and symbol-based methods, while NLP researchers concentrate more on data-driven and embedding methods. In this paper, we introduce the history, the current state, and the future directions of research in LegalAI. We illustrate the tasks from the perspectives of legal professionals and NLP researchers and show several representative applications in LegalAI. We conduct experiments and provide an in-depth analysis of the advantages and disadvantages of existing works to explore possible future directions. You can find the implementation of our work from https://github.com/thunlp/CLAIM.
