Patents by Inventor Ana Sofia Aparicio da Costa

Ana Sofia Aparicio da Costa 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).

  • CONSTRAINED DECODING AND RANKING OF LANGUAGE MODELS FOR CODE GENERATION
    Publication number: 20230325154
    Abstract: In various embodiments, a process for constrained decoding and ranking of language models for code generation includes receiving a natural language input specifying a desired computer task. The process includes using a machine learning trained converter to convert the natural language input to an output in a computer language, including by, based on a specified grammar for the computer language, limiting eligible options for a token to include in the output in the computer language. The process includes providing the output in the computer language for computer execution.
    Type: Application
    Filed: June 15, 2023
    Publication date: October 12, 2023
    Inventors: Samuel David Pelaio Arcadinho, João Pedro Gonçalves Lages, João Pedro Nunes Nadkarni, Mariana Rodrigues Lourenço, Ana Sofia Aparício da Costa, David Oliveira Aparício, António Manuel de Carvalho dos Santos Alegria, Paulo Jorge Abreu Duarte Ferreira, Catarina Pina de Almeida Coelho, Ângelo Filipe da Silva dos Santos, Hugo Miguel Ferrão Casal da Veiga, Magda Almeida Lopes Pereira
  • Constrained decoding and ranking of language models for code generation
    Patent number: 11726750
    Abstract: In various embodiments, a process for constrained decoding and ranking of language models for code generation includes receiving a natural language input specifying a desired computer task. The process includes using a machine learning trained converter to convert the natural language input to an output in a computer language, including by, based on a specified grammar for the computer language, limiting eligible options for a token to include in the output in the computer language. The process includes providing the output in the computer language for computer execution.
    Type: Grant
    Filed: November 15, 2022
    Date of Patent: August 15, 2023
    Inventors: Samuel David Pelaio Arcadinho, Joäo Pedro Gonçalves Lages, Joäo Pedro Nunes Nadkarni, Mariana Rodrigues Lourenço, Ana Sofia Aparicio da Costa, David Oliveira Aparício, António Manuel de Carvalho dos Santos Alegria, Paulo Jorge Abreu Duarte Ferreira, Catarina Pina de Almeida Coelho, Ângelo Filipe da Silva dos Santos, Hugo Miguel Ferrão Casal da Veiga, Magda Almeida Lopes Pereira