LegoNet - classification and extractive summarization of Indian legal judgments with Capsule Networks and Sentence Embeddings

 In this paper, we propose the LegoNet - a system to classify and summarize legal judgments using Sentence Embedding, Capsule Networks and Unsupervised Extractive Summarization. To train and test the system, we have created a mini-corpus of Indian legal judgments which have been annotated according...

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Veröffentlicht in:	Journal of intelligent & fuzzy systems 2020-01, Vol.39 (2), p.2037-2046
Hauptverfasser:	Acharya, Harshith R., Bhat, Aditya D., Avinash, K., Srinath, Ramamoorthy
Format:	Artikel
Sprache:	eng
Schlagworte:	Classification Embedding Judgments Machine learning Negligence Networks
Online-Zugang:	Volltext
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