Systems and methods for a reading and comprehension assistance tool

A method for generating a reading interface for a user, the method comprising:

• receiving, via a communication interface, a first text passage from a first data source and a second text passage from a second data source;
• generating, by the question generation model, a candidate question relating to contents of the first and the second text passages;
• generating, by the question answering model, a first answer to the candidate question conditioned on the first text passage and a second answer to the candidate question conditioned on the second text passage;
• determining, by the answer consolidation model, that the candidate question qualifies as a discord question when the first answer and the second answer are both available and exhibit semantic diversity;
• and
• constructing a reading interface comprising a first component displaying the discord question and one or more user-engageable components each displaying the first or the second answer and linking to the first or the second data source, respectively.

A non-transitory processor-readable storage medium storing a plurality of processor-executable instructions for code program synthesis for a target problem, the instructions being executed by one or more hardware processors to perform operations comprising:

• receiving, via a communication interface, a first text passage from a first data source and a second text passage from a second data source;
• generating, by the question generation model, a candidate question relating to contents of the first and the second text passages;
• generating, by the question answering model, a first answer to the candidate question conditioned on the first text passage and a second answer to the candidate question conditioned on the second text passage;
• determining, by the answer consolidation model, that the candidate question qualifies as a discord question when the first answer and the second answer are both available and exhibit semantic diversity;
• and
• constructing a reading interface comprising a first component displaying the discord question and one or more user-engageable components each displaying the first or the second answer and linking to the first or the second data source, respectively.