Custom text generation based on skill profile

A method comprising:

• accessing, by one or more processors, a reference set of documents, each document in the reference set containing a corresponding reference story;
• training, by the one or more processors, a learning machine to generate custom text based on one or more inputted words and one or more specified topics, the training of the learning machine being based on reference stories contained in the reference set of documents, the trained learning machine being configured to generate custom text based on one or more inputted words and based on a topic specified in an interest profile of a user;
• and
• providing, by the one or more processors, the trained learning machine to a device of the user, the provided trained learning machine configuring the device to generate custom text that includes an inputted set of words determined to correspond to the user based on a set of language skills specified by a skill profile of the user.

A non-transitory machine-readable medium comprising instructions that, when executed by one or more processors of a machine, cause the machine to perform operations comprising:

• providing a language diagnostic application to a device of a user;
• generating a skill profile of the user based on output of the provided language diagnostic application, the skill profile specifying a set of language skills that correspond to the user;
• determining a set of words that correspond to the user based on the set of language skills specified by the skill profile of the user;
• generating custom text that includes the determined set of words by inputting the determined set of words into a learning machine trained based on a reference set of documents to generate custom text based on one or more inputted words;
• and
• presenting the generated custom text that includes the set of words determined based on the set of language skills specified by the skill profile of the user.

A non-transitory machine-readable medium comprising instructions that, when executed by one or more processors of a machine, cause the machine to perform operations comprising:

• accessing a reference set of documents, each document in the reference set containing a corresponding reference story;
• training a learning machine to generate custom text based on one or more inputted words and one or more specified topics, the training of the learning machine being based on reference stories contained in the reference set of documents, the trained learning machine being configured to generate custom text based on one or more inputted words and based on a topic specified in an interest profile of a user;
• and
• providing the trained learning machine to a device of the user, the provided trained learning machine configuring the device to generate custom text that includes an inputted set of words determined to correspond to the user based on a set of language skills specified by a skill profile of the user.

A system comprising:

• one or more processors;
• and
• a memory storing instructions that, when executed by at least one processor among the one or more processors, cause the system to perform operations comprising:
• providing a language diagnostic application to a device of a user;
• generating a skill profile of the user based on output of the provided language diagnostic application, the skill profile specifying a set of language skills that correspond to the user;
• determining a set of words that correspond to the user based on the set of language skills specified by the skill profile of the user;
• generating custom text that includes the determined set of words by inputting the determined set of words into a learning machine trained based on a reference set of documents to generate custom text based on one or more inputted words;
• and
• presenting the generated custom text that includes the set of words determined based on the set of language skills specified by the skill profile of the user.

A system comprising:

• one or more processors;
• and
• a memory storing instructions that, when executed by at least one processor among the one or more processors, cause the system to perform operations comprising:
• accessing a reference set of documents, each document in the reference set containing a corresponding reference story;
• training a learning machine to generate custom text based on one or more inputted words and one or more specified topics, the training of the learning machine being based on reference stories contained in the reference set of documents, the trained learning machine being configured to generate custom text based on one or more inputted words and based on a topic specified in an interest profile of a user;
• and
• providing the trained learning machine to a device of the user, the provided trained learning machine configuring the device to generate custom text that includes an inputted set of words determined to correspond to the user based on a set of language skills specified by a skill profile of the user.