Mmodal IP LLC

Thomas Polzin

Detlef Koll

A method for selective modification to one of a plurality of components includes receiving, by an engine, a draft transcript including at least one concept content. The method includes accessing, by a first component in a plurality of components executed by the engine, a mapping between content data and codes to identify a code mapped to the at least one concept content. The method includes modifying the draft transcript to include the identified code. The method includes receiving input representing a status of the identified code. The method includes accessing a data structure storing an indication that the first component identified the code. The method includes modifying a reliability score for the first component. The method includes determining that the first component has a reliability score that fails to satisfy a predetermined threshold. The method includes modifying execution of the first component, based on the determination.

Methods and systems for selective modification to one of a plurality of components in an engine

A computer-based system includes a computer-processable definition of a region in a data set. The system identifies a region of the data set based on the definition of the region. The system provides output to a user representing a question and the identified region of the data set. The system may also automatically generate an answer to the question based on the question and the data set, and provide output to the user representing the answer. The system may generate the answer based on a subset of the data set, and provide output to the user representing the subset of the data set. The user may provide feedback on the first answer to the system, which the system may use to improve subsequent answers to the same and other questions, and to disable the system's automatic question-answering function in response to disagreement between the user and the system.

Providing computable guidance to relevant evidence in question-answering systems

A system applies rules to a set of documents to generate codes, such as billing codes for use in medical billing. A human operator provides input specifying whether the generated codes are correct. Based on the input from the human operator, the system attempts to identify which clause(s) in the rules which were relied on to generate the particular code are correct and which such clause(s) are incorrect. The system then assigns praise to components of the system responsible for generating codes in the correct clauses, and assigns blame to components of the system responsible for generating codes in the incorrect clauses. Such blame and praise may then be used to determine whether particular code-generating components are insufficiently reliable. The system may disable, or take other remedial action in response to, insufficiently reliable code-generating components.

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Thomas Polzin