An encoder and decoder for translating sequential data into a fixed dimensional vector are
created by applying an encoding-trainer input vector set as input to an encoding neural …

Methods, systems, and apparatus, including computer programs encoded on computer
storage media, for augmenting neural networks with an external memory using …

A machine translation method and a machine translation apparatus using a neural network
model are provided. The machine translation apparatus extracts information associated with …

A keyphrase extraction service implements techniques for determining a set of keyphrases
associated with set of words. A word is selected from the set of words and a neural model is …

Abstract Systems and methods for enhancing the depth and richness of content in computer-
generated patent applications by providing non-explicit support for individual claim features …

Abstract Systems and methods for automatically creating a patent application based on a
claim set such that the patent application follows a document plan inferred from an example …

Abstract Systems and methods for providing adaptive surface texture in auto-drafted patent
documents are disclosed. Exemplary implementations may: obtain a plurality of style …

Methods, systems, and apparatus, including computer programs encoded on a computer
storage medium, for processing sequential data. In one aspect, a computer-implemented …

An apparatus and a method. The apparatus includes a plurality of long short term memory
(LSTM) networks, wherein each of the plurality of LSTM networks is at a different network …

This specification describes systems and methods for generating a unified machine learning
model using a neural network on a data processing apparatus. According to the described …