摘要:
The modifying of a natural language interpretation model for interpreting natural language queries. The system discovers modifications that one or more queriers made to one or more original query results of one or more natural language queries to generate one or more modified query results. The system then uses the discoveries to identify one or more changes to a natural language interpretation model that would result (given the same natural language queries) in one or more query results that more accurately reflect the one or more modified query results. The system the causes the natural language interpretation model to be modified with at least one of the one or more identified changes. Accordingly, over time, the natural language interpretation model may learn from observations of its own performance.
摘要:
A computer-implemented system and method for providing a display of clusters is provided. A plurality of cluster spines is presented in a two-dimensional display. Each cluster spine includes a vector of document clusters. A compass is positioned over at least a portion of the clusters of one or more of the spines. A spine label for at least one of the spines within the compass is placed around a circumference of the compass. One of the spine labels is pinned to the compass at a fixed location. The compass is reoriented within the display and the pinned spine label is displayed at the fixed location on the reoriented compass.
摘要:
A method, article of manufacture, and apparatus for displaying search results are disclosed. In an embodiment, this may comprise receiving search results, for a search result, receiving information about search result scores according to a plurality of criteria, using the plurality of criteria to create spokes in a radar chart, associating the search result scores with the spokes in the radar chart, creating a star in the radar chart based on the association of search result scores with the spokes, and displaying the radar chart. Different weight may be given to each search result score. Multiple search results may be displayed in one radar chart, or multiple radar charts may be used.
摘要:
Systems, computer program products, apparatus, and methods are described that perform operations including receiving a search query that includes a name, receiving multiple resources that have been identified by a search engine as best satisfying the search query, wherein the identified multiple resources include a resource including a plurality of images. The operations include identifying an image of the plurality of images displaying a face of the person. The image is identified based on a description associated with the image. The description is based at least in part on one or more resources included in the search results. The operations further include providing the identified image with the search results. The search results are provided as a plurality of links. Each link identifies a corresponding resource of the identified plurality of resources.
摘要:
Provided is a question answering system with respect to a natural language question and a method thereof. The question answering system includes a candidate answer generating unit configured to extract a document mapped to an input natural language question, and generate candidate answers with respect to the natural language question from the extracted document, a text entailment recognizing unit configured to generate a text entailment recognition result representing a degree of association between multiple evidence sentences including the generated candidate answers and the natural language question, a list generating unit configured to generate a candidate answer list including the multiple evidence sentences in high association degree order on the basis of the text entailment recognition result, and an output unit configured to output the generated candidate answer list as a search result with respect to the natural language question.
摘要:
According to one aspect of the present disclosure, a computer-implemented method is provided for processing a query for points of interest (POIs) using a hierarchical grid structure representing a geographic area. The method includes receiving a query for POIs; defining a query footprint for the query based on a location corresponding to the query, wherein the query footprint comprises query spatial identifiers for a plurality of levels of the hierarchical grid structure; matching the query spatial identifiers with one or more POI spatial identifiers organized into a plurality of indexes, wherein each one of the plurality of indexes comprises an index of the POI spatial identifiers for one of the plurality of levels; and providing an output specifying one or more POIs corresponding to the matched POI spatial identifiers.
摘要:
The present invention provides a method and system for re-ranking search results in a patent retrieval system where the query text is derived in whole or in part from a patent claim, which may be from an existing patent or a prospective claim. The re-ranking is based on several features of the candidate patent, such as the text similarity to the claim, international patent code or other classification or subject matter relatedness or overlap, and internal citation structure of the candidates. One alternative aspect provides a re-ranker that is trained on automatically generated training data, thus obviating the expensive and time-intensive step of expert annotation.
摘要:
A computer determines social media influencers in a specific topic. The computer receives a dataset of information on a website, the information including a list of users of the website and a list of content that each user posts, wherein each user is associated with one or more other users. The computer identifies a plurality of variables associated with the dataset, wherein the plurality of variables represent the information of the dataset on the website. The computer executes a topic specific search based on the plurality of variables, the topic search providing at least another list of users representing influencers in a specific topic.
摘要:
Methods, systems, and apparatus, including computer programs encoded on computer storage media, for speech recognition. One of the methods includes receiving a base language model for speech recognition including a first word sequence having a base probability value; receiving a voice search query associated with a query context; determining that a customized language model is to be used when the query context satisfies one or more criteria associated with the customized language model; obtaining the customized language model, the customized language model including the first word sequence having an adjusted probability value being the base probability value adjusted according to the query context; and converting the voice search query to a text search query based on one or more probabilities, each of the probabilities corresponding to a word sequence in a group of one or more word sequences, the group including the first word sequence having the adjusted probability value.
摘要:
Aspects retrieve, organize and display different classifications of sets of search results in different, respective tabbed sheets that are nested on top of one another in a web-based interface dashboard. A text string search query is classified into constituent primary search terms that are likely to return satisfactory search results as indicated by retrieved search history data as a function of search resources and language classification rules associated with the user identity indicia. Secondary search terms related to the primary search terms and including synonyms and antonyms are determined as substitutes for the primary search terms in response to search history indicating follow-up searches immediately subsequent to searches of the primary search terms at less than a specified threshold of frequency. The set of peripheral knowledge article results is generated by searching knowledge article resources for background information on the primary search terms or the secondary search terms.