Patent US 7,730,396

Patent №

US 7,730,396

Granted

Owner

Lab

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

11598083

A system and method that converts legacy and proprietary documents into extended mark-up language format which treats the conversion as transforming ordered trees of one schema and/or model into ordered trees of another schema and/or model. In embodiments, the tree transformers are coded using a learning method that decomposes the converting task into three components which include path re-labeling, structural composition and input tree traversal, each of which involves learning approaches. The transformation of an input tree into an output tree may involve decomposing the input document, labeling components in the input tree with valid labels or paths from a particular output schema, composing the labeled elements into the output tree with a valid structure, and finding such a traversal of the input tree that achieves the correct composition of the output tree and applies structural rules.

AI classification

Natural language1.00
Knowledge representation1.00
Machine learning1.00
Vision0.94
Planning0.75
AI hardware0.67
Speech0.00
Evolutionary computation0.00
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