Abstract: Embodiments of the present disclosure support systems and methods providing functionality for identifying legal authorities from input data that does not contain legal citations. The legal authorities may be identified by first extracting a set of features from input data. The set of features may be used to identify a set of candidate legal authorities. The set of candidate legal authorities may be ranked and/or pruned to produce a set of legal authorities that are highly relevant to legal issues and facts within the input data.

Abstract: The present disclosure is directed towards systems and methods for assisting with legal research and for aiding in the discovery of information and documents relevant to a user's research focus or input text. The inventive systems receive identifications of relevant documents explicitly or implicitly from a user's research session or input text and, based on issues relevant to those documents, texts and other connections to those documents and texts, recommends similar or helpful documents to the user for their consideration. Recommendations may be ranked and filtered.

Abstract: A method includes receiving an entity record, wherein the entity record comprising at least one entity field element, and resolving the entity record to an authority record being associated with an initial authority file, wherein the authority record comprising at least one authority field element. The method further includes calculating a field element update measurement, the field element update measurement being associated with the at least one entity field element and the at least one authority field element and if the field element update measurement meets or exceeds a threshold, updating the authority record, or if not, not updating the authority record. The method further includes developing, in response to updating the authority record, an updated authority file associated with at least one updated authority record. The method also includes incorporating an additional authority record to the updated authority file.

Abstract: A method includes receiving an entity record, wherein the entity record comprising at least one entity field element, and resolving the entity record to an authority record being associated with an initial authority file, wherein the authority record comprising at least one authority field element. The method further includes calculating a field element update measurement, the field element update measurement being associated with the at least one entity field element and the at least one authority field element and if the field element update measurement meets or exceeds a threshold, updating the authority record, or if not, not updating the authority record. The method further includes developing, in response to updating the authority record, an updated authority file associated with at least one updated authority record. The method also includes incorporating an additional authority record to the updated authority file.

Abstract: A method includes receiving an entity record, wherein the entity record comprising at least one entity field element, and resolving the entity record to an authority record being associated with an initial authority file, wherein the authority record comprising at least one authority field element. The method further includes calculating a field element update measurement, the field element update measurement being associated with the at least one entity field element and the at least one authority field element and if the field element update measurement meets or exceeds a threshold, updating the authority record, or if the field element update measurement does not meet or exceed a threshold, not updating the authority record. The method further includes developing, in response to updating the authority record, an updated authority file associated with at least one updated authority record. The method also includes incorporating an additional authority record to the updated authority file.

Abstract: A method includes receiving an entity record, wherein the entity record comprising at least one entity field element, and resolving the entity record to an authority record being associated with an initial authority file, wherein the authority record comprising at least one authority field element. The method further includes calculating a field element update measurement, the field element update measurement being associated with the at least one entity field element and the at least one authority field element and if the field element update measurement meets or exceeds a threshold, updating the authority record, or if the field element update measurement does not meet or exceed a threshold, not updating the authority record. The method further includes developing, in response to updating the authority record, an updated authority file associated with at least one updated authority record. The method also includes incorporating an additional authority record to the updated authority file.