Patents by Inventor Lena Dankin

Lena Dankin 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).

  • INTER-TRAINING OF PRE-TRAINED TRANSFORMER-BASED LANGUAGE MODELS USING PARTITIONING AND CLASSIFICATION
    Publication number: 20230078698
    Abstract: An example system includes a processor to pre-train a transformer-based language model on a general domain. The processor can inter-train the pre-trained transformer-based language model using partitioning and classification to generate an inter-trained transformer-based pre-trained language model. The processor can then fine-tune the inter-trained transformer-based pre-trained language model on a target task to generate a fine-tuned transformer-based language model.
    Type: Application
    Filed: September 14, 2021
    Publication date: March 16, 2023
    Inventors: Eyal SHNARCH, Ariel GERA, Alon HALFON, Lena DANKIN, Leshem CHOSHEN, Ranit AHARONOV, Noam SLONIM
  • Context-dependent evidence detection
    Patent number: 10013482
    Abstract: A method comprising using at least one hardware processor for: receiving a context; identifying evidence with respect to the context in at least one content resource, wherein the identifying comprises: identifying context-free features that generally characterize evidence in the at least one content resource, and identifying context features indicative of the relevance of text segments in the at least one content resource to the context; and outputting a list of said identified evidence.
    Type: Grant
    Filed: May 25, 2015
    Date of Patent: July 3, 2018
    Assignee: International Business Machines Corporation
    Inventors: Ehud Aharoni, Lena Dankin, Dan Gutfreund, Tamar Lavee, Ran Levy, Ruty Rinott, Noam Slonim
  • CONTEXT-DEPENDENT EVIDENCE DETECTION
    Publication number: 20160350410
    Abstract: A method comprising using at least one hardware processor for: receiving a context; identifying evidence with respect to the context in at least one content resource, wherein the identifying comprises: identifying context-free features that generally characterize evidence in the at least one content resource, and identifying context features indicative of the relevance of text segments in the at least one content resource to the context; and outputting a list of said identified evidence.
    Type: Application
    Filed: May 25, 2015
    Publication date: December 1, 2016
    Inventors: Ehud Aharoni, Lena Dankin, Dan Gutfreund, Tamar Lavee, Ran Levy, Ruty Rinott, Noam Slonim