nlp领域最值得读的论文（近年来NLP在法律领域的相关研究工作）

来源：深度学习自然语言处理

作者：liuzonglin

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/

The End