Patents by Inventor Traian REBEDEA

Traian REBEDEA has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Systems and methods for translating natural language sentences into database queries
    Patent number: 11194799
    Abstract: Described systems and methods allow an automatic translation from a natural language (e.g., English) into an artificial language such as a structured query language (SQL). In some embodiments, a translator module includes an encoder component and a decoder component, both components comprising recurrent neural networks. Training the translator module comprises two stages. A first stage trains the translator module to produce artificial language (AL) output when presented with an AL input. For instance, the translator is first trained to reproduce an AL input. A second stage of training comprises training the translator to produce AL output when presented with a natural language (NL) input.
    Type: Grant
    Filed: May 25, 2020
    Date of Patent: December 7, 2021
    Assignee: Bitdefender IPR Management Ltd.
    Inventors: Elena Burceanu, Florin Brad, Traian Rebedea
  • Systems And Methods For Translating Natural Language Sentences Into Database Queries
    Publication number: 20200285638
    Abstract: Described systems and methods allow an automatic translation from a natural language (e.g., English) into an artificial language such as a structured query language (SQL). In some embodiments, a translator module includes an encoder component and a decoder component, both components comprising recurrent neural networks. Training the translator module comprises two stages. A first stage trains the translator module to produce artificial language (AL) output when presented with an AL input. For instance, the translator is first trained to reproduce an AL input. A second stage of training comprises training the translator to produce AL output when presented with a natural language (NL) input.
    Type: Application
    Filed: May 25, 2020
    Publication date: September 10, 2020
    Inventors: Elena BURCEANU, Florin BRAD, Traian REBEDEA
  • Systems and methods for translating natural language sentences into database queries
    Patent number: 10664472
    Abstract: Described systems and methods allow an automatic translation from a natural language (e.g., English) into an artificial language such as a structured query language (SQL). In some embodiments, a translator module includes an encoder component and a decoder component, both components comprising recurrent neural networks. Training the translator module comprises two stages. A first stage trains the translator module to produce artificial language (AL) output when presented with an AL input. For instance, the translator is first trained to reproduce an AL input. A second stage of training comprises training the translator to produce AL output when presented with a natural language (NL) input.
    Type: Grant
    Filed: June 27, 2018
    Date of Patent: May 26, 2020
    Assignee: Bitdefender IPR Management Ltd.
    Inventors: Elena Burceanu, Florin Brad, Traian Rebedea
  • Systems And Methods For Translating Natural Language Sentences Into Database Queries
    Publication number: 20200004831
    Abstract: Described systems and methods allow an automatic translation from a natural language (e.g., English) into an artificial language such as a structured query language (SQL). In some embodiments, a translator module includes an encoder component and a decoder component, both components comprising recurrent neural networks. Training the translator module comprises two stages. A first stage trains the translator module to produce artificial language (AL) output when presented with an AL input. For instance, the translator is first trained to reproduce an AL input. A second stage of training comprises training the translator to produce AL output when presented with a natural language (NL) input.
    Type: Application
    Filed: June 27, 2018
    Publication date: January 2, 2020
    Inventors: Elena BURCEANU, Florin BRAD, Traian REBEDEA