Abstract: In language translation and intent understanding scenarios, the automated translation of expressions including temporal elements (e.g., calendar dates, date ranges, times, and durations) may be achieved by an implementation of translation techniques, such as compiled rule sets and/or machine learning recognizers that have been trained with a training set. However, sharing development resources among various implementations may be difficult; e.g., updates that extend a rule set for application of the translation techniques to a new context may be difficult to utilize while updating a machine learning recognizer.

Abstract: In language translation and intent understanding scenarios, the automated translation of expressions including temporal elements (e.g., calendar dates, date ranges, times, and durations) may be achieved by an implementation of translation techniques, such as compiled rule sets and/or machine learning recognizers that have been trained with a training set. However, sharing development resources among various implementations may be difficult; e.g., updates that extend a rule set for application of the translation techniques to a new context may be difficult to utilize while updating a machine learning recognizer.

Abstract: In language translation and intent understanding scenarios, the automated translation of expressions including temporal elements (e.g., calendar dates, date ranges, times, and durations) may be achieved by an implementation of translation techniques, such as compiled rule sets and/or machine learning recognizers that have been trained with a training set. However, sharing development resources among various implementations may be difficult; e.g., updates that extend a rule set for application of the translation techniques to a new context may be difficult to utilize while updating a machine learning recognizer.

Abstract: Various techniques for chronology based content processing are disclosed herein. For example, in one embodiment, a method includes receiving a content containing a plurality of facts and determining a subject and a chronological value for each of the facts contained in the content. The subject includes at least one of a person, a place, an object, or an event, and wherein the chronological value includes at least a date. The method also includes assembling the facts in the content based on the determined subjects and corresponding chronological values for the individual facts.

Abstract: Embodiments enable the evaluation of injected queries within a monad. One or more operators with closures are received from a first process. The operators with closures represent one or more functions to be applied by a second process. The second process evaluates the received operators with closures to apply the functions within the monad. During evaluation, the second process converts the closures to simply typed closures. Further, the second process binds the converted closures within the monad to restrict execution of the functions. In some embodiments, the queries (e.g., sequences of one or more operators with closures) are composed using a set of query operators from the language integrated query (LINQ) framework encoded in uniform resource locators (URLs) in the representational state transfer (REST) style.

Abstract: In language translation and intent understanding scenarios, the automated translation of expressions including temporal elements (e.g., calendar dates, date ranges, times, and durations) may be achieved by an implementation of translation techniques, such as compiled rule sets and/or machine learning recognizers that have been trained with a training set. However, sharing development resources among various implementations may be difficult; e.g., updates that extend a rule set for application of the translation techniques to a new context may be difficult to utilize while updating a machine learning recognizer.

Abstract: Various techniques for chronology based content processing are disclosed herein. For example, in one embodiment, a method includes receiving a content containing a plurality of facts and determining a subject and a chronological value for each of the facts contained in the content. The subject includes at least one of a person, a place, an object, or an event, and wherein the chronological value includes at least a date. The method also includes assembling the facts in the content based on the determined subjects and corresponding chronological values for the individual facts.