DIALOGUE- AND MACHINE LEARNING-FACILITATED CODE DEVELOPMENT

    公开(公告)号:US20230195427A1

    公开(公告)日:2023-06-22

    申请号:US17552592

    申请日:2021-12-16

    IPC分类号: G06F8/33 G06F16/242

    CPC分类号: G06F8/33 G06F16/243 G06N20/00

    摘要: One or more systems, devices, computer program products and/or computer-implemented methods of use provided herein relate to facilitating code development by predicting one or more code attributes and/or code portions for use in a project code to be written. A system can comprise a memory that stores computer executable components, and a processor that executes the computer executable components stored in the memory, wherein the computer executable components can comprise a dialogue component that generates a query based on a natural language request comprising a code-related attribute, and a prediction component that predicts another attribute or a code portion to satisfy the request. In an embodiment, an input dataset employed to support the influence mapping can comprise time-stamped tuple data comprising a state, an action and a reward. The code-related attribute can at least partially define a project code, of code to be written.

    GENERATING SUMMARY TEXT COMPOSITIONS

    公开(公告)号:US20220084524A1

    公开(公告)日:2022-03-17

    申请号:US17022977

    申请日:2020-09-16

    IPC分类号: G10L15/26 G10L15/08

    摘要: A method for generating a summary text composition can include obtaining historical reading data of a user. The method can include generating, based on the historical reading data, a reading proficiency level of the user. The method can include selecting, based on the reading proficiency level, a summarization model from a set of summarization models. The method can include obtaining a target composition. The target composition can be selected from the group consisting of a literary work, a video recording, and an audio recording. The method can include generating, by the summarization model, the summary text composition. The summary text composition can correspond to the target composition and have a first reading level classification that matches the reading proficiency level. The method can include transmitting the summary text composition to a computing device.

    ADAPTING MOVIE STORYLINES
    34.
    发明申请

    公开(公告)号:US20210056407A1

    公开(公告)日:2021-02-25

    申请号:US16548804

    申请日:2019-08-22

    IPC分类号: G06N3/08 G06F16/735 G06N3/04

    摘要: A neural network has an input layer, one or more hidden layers, and an output layer. The input layer is divided into a situation context input sublayer, a background context input sublayer (in some embodiments), and an environmental input sublayer. The output layer has a selection/sequencing output sublayer and an environmental output sublayer. Each of the layers (including the sublayers) have a plurality of neurons and each of the neurons has an activation. Situation context, environmental information, and background context can be inputted into the neural network which create an output used to dynamically select and sequence selected storylines that are used to modify a story based on the sentiment, environment, and/or background of the audience.

    Recommending novel reactants to synthesize chemical products

    公开(公告)号:US10726944B2

    公开(公告)日:2020-07-28

    申请号:US15284612

    申请日:2016-10-04

    摘要: A method is provided for determining at least one candidate reactant. One embodiment of this method includes the following steps: forming by a computer processor a graph of known reactants and known products, the graph comprising links between the known reactants and their known products, receiving by a computer processor the target compound, determining by a computer processor whether the graph includes the target compound and adding the target compound to the graph if the target compound was not previously included, forming by a computer processor a matrix representing at least a portion of the known reactants, a portion of the known products and the target compound, providing a matrix value of the graph by a computer processor for one or more candidate reactants and determining by a computer processor at least one link in the graph between the target compound and the candidate reactant based on matrix values.

    ITERATIVE WIDENING SEARCH FOR DESIGNING CHEMICAL COMPOUNDS

    公开(公告)号:US20190340160A1

    公开(公告)日:2019-11-07

    申请号:US16511339

    申请日:2019-07-15

    摘要: Techniques facilitating iterative widening search for designing chemical compounds are provided. A computer-implemented method can comprise receiving, by a system operatively coupled to a processor, an indication of a constrained structure portion of a chemical compound and a first unconstrained structure portion of the chemical compound. The method can also comprise determining, by the system, a second unconstrained structure portion for the chemical compound based on a determination that the second unconstrained structure portion satisfies a defined condition related to a difference between the first unconstrained structure portion and the second unconstrained structure portion.