Abstract: Techniques are described herein for adaptively selecting and deploying language models, such as large language models (LLMs), to extract data from electronic documents. User overrides of extracted data are tracked and used to compute accuracy benchmarks for multiple language models. The benchmark data may drive the selection of which language model is used to extract data in a given context. The process may select different language models for different contexts depending on which language model is most accurate for the given context. Attributes other than accuracy, such as cost and latency, may also be a factor in which language model is selected. The adaptive approach allows for ongoing improvement in data extraction through reinforcement feedback while optimizing for one or more target factors, such as model accuracy, latency, and/or cost.

Abstract: The subject invention provides methods of promoting wound healing comprising the administration of a therapeutically effective amount of a composition comprising topiramate. Compositions may administered to a wound site via a salve, ointment, or as a component of a bandage or bioadhesive applied to the site of injury.

Abstract: The subject invention provides methods and compositions for the treatment of neurogenetic disorders, particularly DSM-IV impulse control disorders such as intermittent explosive disorder, kleptomania, pyromania, pathologic gambling, trichotillomania, and other impulse control disorders such as compulsive buying and problematic Internet use. In a preferred embodiment, the subject invention provides methods for treating or controlling symptoms associated with ADHD or PWS comprising the administration of therapeutically effective amounts of compositions containing compounds of the formulas I-V. In another embodiment, the subject invention provides for methods of promoting wound healing comprising the administration of a therapeutically effective amount of a composition comprising the compounds of formulas I-V. Compositions may administered to a wound site via a salve, ointment, or as a component of a bandage or bioadhesive applied to the site of injury.