System for legal precedent prediction & related techniques
AssigneeMassachusetts Institute of Technology
InventorsRobert Zev MAHARI, Alex Paul PENTLAND
Life of this patent
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AssigneeMassachusetts Institute of Technology
InventorsRobert Zev MAHARI, Alex Paul PENTLAND
Estimating the term…
Described is a system and technique for identifying passages of legal precedent and assembling arguments that use this precedent. In embodiments, passages of judicial precedent are identified by taking advantage of a network of judicial citations. In embodiments, identified passages and relevant context from legal opinions are assembled into a synthetic argument that can be used to identify and/or predict relevant legal precedent. In embodiments, the system and technique may be used identify and/or predict precedent relevant to new arguments. The described the system and technique uses state-of-the-art natural language processing techniques, in particular transformer-based language models trained on a legal corpus, to identify and/or predict precedent relevant to a legal argument.
A system comprising:
A system comprising:
A computer-implemented method for natural language processing of judicial decisions stored in one or more databases to identify one or more instances of legal precedence relevant to an identified legal argument, the computer-implemented method comprising:
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