Lawyer's Intellectual Tool for Analysis of Legal Documents in Russian

Khasianov, Airat; Alimova, Ilseyar; Marchenko, A.; Nurhambetova, G.; Tutubalina, Elena; Zuev, Denis

doi:10.1109/ic-aiai.2018.8674441

Cited by 5 publications

(2 citation statements)

References 22 publications

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“…Lawyers can ask any kind of questions, which will be searched in the related documents by applying Ranking SVM and CNN algorithms. Hashianov et al, [16], QA system present legally reliable, found on NLP and IR.QA system educate the large documents of ques-ans pairs nearly 200k QA pairs. Lawyers learn answers for their questions using legal search engine that the name was Westlaw.…”

Section: Legal Perspective Interfacementioning

confidence: 99%

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An Artificial Intelligence based Analysis in Legal domain

2019

IJITEE

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Around the world, legitimate information and common laws are available in raw form, but hard to understand and not in organized form. All legitimate information is nowadays computerized since the legal information gets generated on a regular basis in a huge volume due to increase of maritime (law) courts. The automation tool to analyse this legal data can serve effectively for lawyers and law students, which can address a lawyer’s role and can even become powerful to release such a role in future. The machine learning and deep learning algorithmsbased analysis systems apply these methods mainly for document classification. Legal document translation, text classification, summarization, data forecasting and data obtainment are part of the goals got from research charity. In this study, we review about the different methods of deep learning used in legal tasks such as Legal data search, Legal document analytics, and Legal perspective interface. To solve aggregate tasks, one can use the deep learning methods like, Recurrent Network Networks (RNN), Gated Recurrent unit network (GRU), Long Short Term Memory networks (LSTM), Convolutional neural network (CNN). Through this review, we instituted that deep learning models are giving advanced performance

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Section: Legal Perspective Interfacementioning

confidence: 99%

“…For better results Naïve Bayes and SVM SVM,CNN algorithm. [16] Russia legal cases. AI advanced technology provide good results Rishi Chhatwal et.al [12] developed Active learning, used to applied in the legal domain.…”

Section: Judgment Prediction Systemmentioning

confidence: 99%