Patent №
US 6,076,051
Granted
2000-06-13
Filed 1997
Owner
MICROSOFT CORPORATION
Lab
AI components
4
ml · nlp · kr · planning
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
08886814
The present invention is directed to performing information retrieval utilizing semantic representation of text. In a preferred embodiment, a tokenizer generates from an input string information retrieval tokens that characterize the semantic relationship expressed in the input string. The tokenizer first creates from the input string a primary logical form characterizing a semantic relationship between selected words in the input string. The tokenizer then identifies hypernyms that each have an "is a" relationship with one of the selected words in the input string. The tokenizer then constructs from the primary logical form one or more alternative logical forms. The tokenizer constructs each alternative logical form by, for each of one or more of the selected words in the input string, replacing the selected word in the primary logical form with an identified hypernym of the selected word. Finally, the tokenizer generates tokens representing both the primary logical form and the alternative logical forms. The tokenizer is preferably used to generate tokens for both constructing an index representing target documents and processing a query against that index.
AI classification
Ownership
MICROSOFT CORPORATION
assignment · 86670309
Assignors
MESSERLY,, JOHN J., HEIDORN, GEORGE E., RICHARDSON, STEPHEN D., DOLAN, WILLIAM B., JENSEN, KAREN
On an employer assignment, the assignors are typically the inventors.