Techniques described herein relate to facilitating end-to-end multilingual communications with automated assistants. In various implementations, speech recognition output may be generated based on voice input in a first language. A first language intent may be identified based on the speech recognition output and fulfilled in order to generate a first natural language output candidate in the first language. At least part of the speech recognition output may be translated to a second language to generate an at least partial translation, which may then be used to identify a second language intent that is fulfilled to generate a second natural language output candidate in the second language. Scores may be determined for the first and second natural language output candidates, and based on the scores, a natural language output may be selected for presentation.

In some examples, a first computing device may receive, from a repository computing device, an indication of a change request including updated software located at a repository. The first computing device may receive at least one key-to-string mapping from the updated software located at the repository, and an indication of a target locale associated with the change request. The first computing device may compare a first string from the at least one key-to-string mapping and the target locale with translated strings maintained in a database to determine that a translated version of the first string translated for the target locale is absent from the database. The first computing device may receive, from a translation provider computing device, the translated version of the first string translated for the target locale, and may send the translated version of the first string to the repository computing device for association with the repository.

According to an embodiment of the present invention, an innovative ODRL Visualizer is a graphical web-based tool that loads a digital contract, resolves various ontologies that are referenced, parses standard forms (such as ISO 8601 standard guiding the way to notate periods of time) and converts the digital contract to a human-readable form.

In the present invention, a method for searching multilingual keywords in mixlingual speech corpus is proposed. This method is capable of searching audio as well as text keywords. The capability of audio search enables it to search out-of-vocabulary (OOV) words. The capability of searching text keywords enables it to perform semantic search. An advanced application of searching keyword translations in mixlingual speech corpus is also possible within posteriorgram framework with this system. Also, a technique for combining information from text and audio keywords is given which further enhances the search performance. This system is based on multiple posteriorgrams based on articulatory classes trained with multiple languages.

The present invention aims to provide an identification assistance system, an identification assistance client, and an identification assistance method that enable the user to identify drugs accurately and easily. In the identification assistance system according to an aspect of the present invention, first text which is the result of voice recognition is corrected, and thus errors of the voice recognition can be corrected. In addition, the first text is corrected with reference to a drug search dictionary having learned expressions used for drug identification, and thus expressions unique to drug identification can be taken into consideration. The user can perform a search not only by using the code and/or the name of the drug but also by speaking aloud the external appearance information on the drug. Thus, even if the code and the name are unknown, the user can perform a search by using the external appearance information.

Systems and methods are disclosed herein for processing a natural language query on data tables. According to some embodiments, a natural language query may be originated by a user via a user interface. The natural language query may be parsed to obtain a query term, and a grid range may be identified in a data table as relevant to the query term. A table summary may be prepared including a plurality of characteristics based on the grid range. A logic operation may then be determined to apply on the plurality of characteristics to derive the query term. The logic operation may then be translated into a formula executable on the data table, and the formula is applied on the data table to generate a result in response to the natural language query.

Systems and methods of selecting content to provide in networked environments are provided herein. A data processing system can receive an input from a client device, the input including keywords in a first language. The data processing system can determine the first language based on the keywords of the input. The data processing system can determine, using the input, a location identifier identifying a location of the client device. The data processing system can identify a second language associated with the location identifier. The data processing system can identify a first plurality of content items in the first language and a second plurality of content items in the second language based on the input. The data processing system can provide, to the client device, a content item from one of the first plurality of content items and the second plurality of content items.

Methods and systems for managing deployments are disclosed. A deployment may include one or more devices. The devices may include hardware and/or software components. The operation of the deployment may depend on the operation of these devices and components. To manage the operation of the deployment, a system may include a deployment manager. The deployment manager may obtain logs for components of the deployment reflecting the historical operation of these components and use the log to predict the future operation of the deployment. Based on the predictions, the deployment manager may take proactive action to reduce the likelihood of the deployment becoming impaired.

A document search result presentation apparatus includes a language ability information acquisition unit, a search term input unit, and a document search result presentation unit. The language ability information acquisition unit is configured to acquire information indicating a language ability of a searcher. The search term input unit is configured to receive a search term. The document search result presentation unit is configured to present document search results acquired as a result of execution of a process of searching for a document that includes the search term received by the search term input unit, in a presentation format corresponding to the language ability of the searcher, which is indicated by the information acquired by the language ability information acquisition unit.

A method and system for searching language-agnostic code-mixed queries are disclosed. The method includes receiving one or more code mixed vernacular queries, from one or more electronic devices. Further, the method includes obtaining one or more vector representations, which are similar to the one or more code mixed vernacular queries, from a database. Furthermore, the method includes retrieving one or more English queries corresponding to the obtained one or more vector representations. Thereafter, the method includes outputting one or more retrieved English queries corresponding to the one or more code mixed vernacular queries.