摘要:
Systems and associated methods for matching candidates with positions through an automated scoring and ranking process utilizing a scoring function based on previous assignments. The ranking of candidates includes identifying the position requirements, mining relevant candidate information, prioritizing mined information based upon past assignments, and ranking candidates based on how well they match the position requirements. The systems and methods are applicable for use in different environments, including online job portals, recruiting services, and by company human resource departments.
摘要:
Techniques for automatically computing a programmer proficiency rating for one or more programmers are provided. The techniques include obtaining one or more programmer artifacts for each programmer to be assessed, obtaining one or more programmer artifacts and one or more human proficiency ratings for a separate set of one or more programmers, training a first module to learn a rating model from the one or more programmer artifacts and one or more human proficiency ratings for the separate set of one or more programmers, and using a second module to apply the rating model to the one or more programmer artifacts for each programmer to be assessed to automatically generate the programmer proficiency rating for each programmer. Techniques are also provided for generating a database of one or more programmer proficiency ratings.
摘要:
Systems and methods are provided for automated semantic role labeling for languages having complex morphology. In one aspect, a method for processing natural language text includes receiving as input a natural language text sentence comprising a sequence of white-space delimited words including inflicted words that are formed of morphemes including a stem and one or more affixes, identifying a target verb as a stem of an inflicted word in the text sentence, grouping morphemes from one or more inflicted words with the same syntactic role into constituents, and predicting a semantic role of a constituent for the target verb.
摘要:
A system for recovering from an interruption of communication on a network between computer users which includes a computer network connecting a plurality of users using computers in a communication session. A computer readable medium encoded with a computer program is connected to at least one of the users' computers for storing generated communication between the users during the communication session. The computer program reconnects the session between the users, and restores the generated communication between the users after detecting an interruption of the session.
摘要:
A Bell Tree data structure is provided to model the process of chaining the mentions, from one or more documents, into entities, tracking the entire process; where the data structure is used in an entity tracking process that produces multiple results ranked by a product of probability scores.
摘要:
A Bell Tree data structure is provided to model the process of chaining the mentions, from one or more documents, into entities, tracking the entire process; where the data structure is used in an entity tracking process that produces multiple results ranked by a product of probability scores.
摘要:
A Bell Tree data structure is provided to model the process of chaining the mentions, from one or more documents, into entities, tracking the entire process; where the data structure is used in an entity tracking process that produces multiple results ranked by a product of probability scores.
摘要:
Techniques for automatically computing a programmer proficiency rating for one or more programmers are provided. The techniques include obtaining one or more programmer artifacts for each programmer to be assessed, obtaining one or more programmer artifacts and one or more human proficiency ratings for a separate set of one or more programmers, training a first module to learn a rating model from the one or more programmer artifacts and one or more human proficiency ratings for the separate set of one or more programmers, and using a second module to apply the rating model to the one or more programmer artifacts for each programmer to be assessed to automatically generate the programmer proficiency rating for each programmer. Techniques are also provided for generating a database of one or more programmer proficiency ratings.
摘要:
An automated system generates and revises grammars for speech recognizers in a speech recognition system. Given an initial grammar, expressed in terms of non-terminals in Backus-Naur Form (BNF) notation, a sentence generator generates a list of all sentences accepted by the grammar. From this list, a corpus of inappropriate or irrelevant sentences which are accepted by the grammar (counter-examples) is identified. A grammar revisor program uses the original grammar and the list of counter examples, to generate a pruned list from which a revised grammar is generated. The revision process is iterated several times either concatenating or merging pairs of non-terminals until the revised grammar is deemed satisfactory in that it accepts as legal only relevant sentences. The revised grammar is used by the speech recognizer, thus reducing errors in the overall system.
摘要:
A Bell Tree data structure is provided to model the process of chaining the mentions, from one or more documents, into entities, tracking the entire process; where the data structure is used in an entity tracking process that produces multiple results ranked by a product of probability scores.