This thesis significantly generalizes the scope of metareasoning by treating any factor that restricts an agent's ability to optimize its core objective.
This thesis addresses the urgent need for more robust evaluation methodologies by developing scalable, accurate tools and benchmarks for factuality assessment.
The thesis is motivated by the challenge of extracting structured instances of action or relationship occurrences from large amounts of unstructured text to...
This research advances methodologies for analyzing textual content from large-scale online datasets, interpreting message intent, retrieving knowledge...