近年来NLP在法律领域的相关研究工作

阅读大概需要5分钟

跟随小博主，每天进步一丢丢

作者：bamtercelboo

编辑：zenRRan

导读

今天总结了下近年来NLP在法律领域的相关研究工作，包括论文、竞赛和一些优秀项目、在线系统。该项目放到了github上了：

https://github.com/bamtercelboo/Awesome-Law-NLP-Research-Work

欢迎大家star和fork。

之后会继续完善该项目，希望对大家有帮助！

Paper

论文链接和代码请在github中获取！

2017

Learning to predict charges for criminal cases with legal basis(2017), Bingfeng Luo et al.

Multi-Task CNN for Classification of Chinese Legal Questions(2017), Guangyi Xiao et al.

An Ontological Chinese Legal Consultation System(2017), Ni Zhang et al.

Legal NLP Introduction(2017), Adeline Nazarenko et al.

Exploring the use of text classification in the legal domain(2017), Octavia-Maria Sulea et al.

Predicting the Law Area and Decisions of French Supreme Court Cases(2017), Octavia-Maria Sulea et al.

Text summarization from legal documents: a survey(2017), Ambedkar Kanapala et al.

Applying Deep Neural Network to Retrieve Relevant Civil Law Articles(2017), Anh Hang Nga Tran et al.

2018

Overview of cail2018: legal judgment prediction competition(2018), Haoxi Zhong et al.

CAIL2018: A Large-Scale Legal Dataset for Judgment Prediction(2018), Chaojun Xiao et al.

Few-shot charge prediction with discriminative legal attributes(2018), Zikun Hu et al.

Interpretable rationale augmented charge prediction system(2018), Xin Jiang et al.

Interpretable Charge Predictions for Criminal Cases: Learning to Generate Court Views from Fact Descriptions(2018), Hai Ye et al.

Legal judgment prediction via topological learning(2018), Haoxi Zhong et al.

SECaps: A Sequence Enhanced Capsule Model for Charge Prediction(2018), Congqing He et al.

A Markov Logic Networks Based Method to Predict Judicial Decisions of Divorce Cases(2018), Jiajing Li et al.

Research and Design on Cognitive Computing Framework for Predicting Judicial Decisions(2018), Jiajing Li et al.

Automatic judgment prediction via legal reading comprehension(2018), Shangbang Long et al.

Law text classification using semi-supervised convolutional neural networks(2018), Penghua Li et al.

人工智能与法律结合的现状及发展趋势(State-of-the-art and Development Trend of Artificial Intelligence Combined with Law)(2018), 黄俏娟等.

法律与人工智能的法哲学思考——以大数据深度学习为考察重点(A Philosophic Though on the Law and AI)(2018), 吴旭阳.

人工智能介入司法领域路径分析(Methods of Judicial Application of AI Technologies)(2018), 潘庸鲁.

智能辅助:AI下民商事办案系统的建构——以裁判思维与要件标注为切入点(AI Assistance: How to Handle Civil and Commercial Cases)(2018), 蔡一博.

我国司法人工智能建设的问题与应对(Judicial AI in China: Issues and Solutions)(2018), 程凡卿.

NLP Based Latent Semantic Analysis for Legal Text Summarization(2018), Kaiz Merchant et al.

A Methodology for a Criminal Law and Procedure Ontology for Legal Question Answering(2018), Biralatei Fawei et al.

Deep learning in law: early adaptation and legal word embeddings trained on large corpora(2018), Ilias Chalkidis et al.

Competition

让AI当法官(BDCI2017), 2017年， 举办单位（明略数据 & 中国计算机学会）

https://www.datafountain.cn/competitions/277/details

"中国法研杯" ---- 司法人工智能挑战赛(CAIL2018)，2018年，举办单位（中国司法大数据研究院、中国中文信息学会、中电科系统团委联合清华大学、北京大学、中国科学院软件研究所）

http://cail.cipsc.org.cn/

Online System

觅律搜索, 北京幂律智能科技有限责任公司

觅律so.legal：https://solegal.cn/

更多完善信息稍后github上会继续补充！敬请期待！

好文！必须点赞