Patents by Inventor Suthee Chaidaroon

Suthee Chaidaroon 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).

  • Neural search for programming-related query answering
    Patent number: 12111826
    Abstract: Systems and methods for training and performing query answering for programming related query answering are disclosed. During a training phase, queries and answers of a training dataset may be encoded as vectors into the Euclidean space. Loss values for query-answer pairs, duplicate queries, and augmented queries may be determined using loss functions and may be used to adjust the model of the encoder. During the operation phase, a query may be received and encoded into the Euclidean space. The encoded answer most proximate to the encoded query may be decoded and provided as the most relevant answer.
    Type: Grant
    Filed: March 31, 2023
    Date of Patent: October 8, 2024
    Assignee: Amazon Technologies, Inc.
    Inventors: Suthee Chaidaroon, Xiao Zhang, Shruti Subramaniyam, Sidharth Gulati, Jeffrey Thomas Svajlenko, Iman Keivanloo, Rick Nayar, Regina M Joy
  • Methods and apparatuses for providing search results using embedding-based retrieval
    Patent number: 11682060
    Abstract: A system for retrieving products in response to a customer query includes a computing device configured to obtain query information characterizing a query initiated by the customer on an ecommerce marketplace and to determine embedding-based search results comprising a first list of items. The computing device is also configured to obtain legacy search results comprising a second list of items and to blend the embedding-based search results with the legacy search results to obtain blended search results. The computing device is also configured to send the blended search results to the customer.
    Type: Grant
    Filed: January 30, 2021
    Date of Patent: June 20, 2023
    Assignee: Walmart Apollo, LLC
    Inventors: Suthee Chaidaroon, Feng Liu, Min Xie, Alessandro Magnani
  • METHODS AND APPARATUSES FOR PROVIDING SEARCH RESULTS USING EMBEDDING-BASED RETRIEVAL
    Publication number: 20220245706
    Abstract: A system for retrieving products in response to a customer query includes a computing device configured to obtain query information characterizing a query initiated by the customer on an ecommerce marketplace and to determine embedding-based search results comprising a first list of items. The computing device is also configured to obtain legacy search results comprising a second list of items and to blend the embedding-based search results with the legacy search results to obtain blended search results. The computing device is also configured to send the blended search results to the customer.
    Type: Application
    Filed: January 30, 2021
    Publication date: August 4, 2022
    Inventors: Suthee Chaidaroon, Feng Liu, Min Xie, Alessandro Magnani