Role-oriented risk checking in contract review based on deep semantic association analysis

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United States of America Patent

PATENT NO 11164270
APP PUB NO 20200104957A1
SERIAL NO

16144732

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Abstract

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A method is provided for role-oriented risk analysis in a contract. The method generates, using deep semantic association analysis, a report specifying a set of potential risks relating to explicit and hidden roles of contract parties. The generating step categorizes input statements of the contract into respective obligation/right pairs according to a deep semantic association distribution thereof. Each pair includes a respective obligation and a respective right. The generating step detects deep semantic differences between the respective pairs and a set of reference obligation/right pairs. The generating step identifies the explicit and hidden roles of the involved parties in the respective obligations/rights pairs according to domain-specific use scenarios and multidimensional local and global context clues in the contract. The generating step identifies the set of potential risks by applying a deep semantic role-oriented risk entailment model to the deep semantic differences.

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Patent Owner(s)

Patent OwnerAddress
INTERNATIONAL BUSINESS MACHINES CORPORATIONNEW ORCHARD ROAD ARMONK NY 10504

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Branagh, Elaine M Austin, US 4 34
Guo, HongLei Beijing, CN 43 191
Guo, Zhili Beijing, CN 23 123
Lin, Pitipong Jun Sen Brookline, US 6 11
Su, Zhong Beijing, CN 165 2142
Xu, Song Beijing, CN 23 94
Zhao, Shiwan Beijing, CN 76 386

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