Neural Legal Outcome Prediction with Partial Least Squares Compression

Predicting the outcome of a case from a set of factual data is a common goal in legal knowledge discovery. In practice, solving this task is most of the time difficult due to the scarcity of labeled datasets. Additionally, processing long documents often leads to sparse data, which adds another laye...

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Bibliographic Details
Main Author: Charles Condevaux
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Stats
Subjects:
NLP
Online Access:https://www.mdpi.com/2571-905X/3/3/25