MUMBAI, India, April 20 -- Intellectual Property India has published a patent application (202514092119 A) filed by Aleph Alpha Gmbh, Heidelberg, Germany, on Sept. 25, 2025, for 'method, device and computer program for training a machine learning model to generate text and for generating text using the trained machine learning model.'
Inventor(s) include Balles, Lukas; and Neitemeier, Pit.
The application for the patent was published on April 17, under issue no. 16/2026.
According to the abstract released by the Intellectual Property India: "The disclosure generally relates to a computer-implemented method for training a machine learning model for text generation, the method comprising inputting text into the machine learning model; preprocessing the input text to obtain a plurality of character vector representations; encoding, using an encoder, each of the plurality of character vector representations to obtain a plurality of word vector representations; generating, using a backbone model, a plurality of predictive word vector representations based on the plurality of word vector representations; decoding, using a decoder, the plurality of predictive word vector representations to obtain a plurality of character-probabilities; and updating the machine learning model based the plurality of character-probabilities. The disclosure also relates to a computer implemented method for generating text, a corresponding device, system and computer program."
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