Patent ID: 7624020
Filing Date: 2009-11-24
Classification: G06F

Abstract:
1. A computer implemented method, comprising: first carrying out a first generic training using at least one corpus of language information based at least in part on Internet information, using a first generic training operation to obtain a first generic parameter set; second carrying out a second domain specific training using a fast train module associated with a domain specific corpus, said fast train module including a second domain specific training operation which operates faster than said first generic training operation, and which is less accurate than said first generic training operation, to obtain a second domain specific parameter set; merging said first generic parameter set and said second domain specific parameter set into a merged parameter set, and using said merged parameter set for a text to text operation, wherein said merging comprises a weighted merge between said first generic parameter set and said second domain specific parameter set; and using said second domain specific parameter set to adapt said first generic parameter set to carry out said to text operation, wherein said using comprises using partial information from the first generic training and partial information from the second domain specific training, forming an original table and an override table, and using both said original table and said override table as part of said text to text operation.