| CPC G06F 16/24575 (2019.01) [G06F 40/211 (2020.01); G06N 3/02 (2013.01)] | 20 Claims |

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1. A method for generalizing a parser for discourse assistance, comprising:
receiving a text pair that includes at least a first text sequence and a second text sequence;
receiving a parser that is to be generalized;
receiving at least one constraint that is associated with a manner of matching text;
constraint matching the first text sequence with the second text sequence using a plurality of constraints, wherein at least one of the plurality of the constraints is based on a similarity between a pair of text sequences;
extracting a frame-slot of a matched sequence based on the constraint matching of the first text sequence with the second text sequence;
generalizing the parser based on the generated frame-slot of the matched sequence; and
returning the parser for use in an automated conversation generation system for the discourse assistance.
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