Structure aware transformers for natural language processing
US-2024370714-A1 · Nov 7, 2024 · US
Sub-model generation to improve classification accuracy
US9058319B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-9058319-B2 |
| Application number | US-76427407-A |
| Country | US |
| Kind code | B2 |
| Filing date | Jun 18, 2007 |
| Priority date | Jun 18, 2007 |
| Publication date | Jun 16, 2015 |
| Grant date | Jun 16, 2015 |
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Abstract
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A method of classifying text input for use with a natural language understanding system can include determining classification information including a primary classification and one or more secondary classifications for a received text input using a statistical classification model (statistical model). A statistical classification sub-model (statistical sub-model) can be selectively built according to a model generation criterion applied to the classification information. The method further can include selecting the primary classification or the secondary classification for the text input as a final classification according to the statistical sub-model and outputting the final classification for the text input.
First claim
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What is claimed is: 1. A method of classifying text input for use with a natural language understanding system, the method comprising: via a processor, determining classification information comprising a primary classification and at least one secondary classification for a received text input using a statistical classification model (statistical model); via the processor, selectively building a statistical classification sub-model (statistical sub-model) according to whether th…
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- G06F40/216Primary
Physics · mapped topic
- G06F17/2715Primary
Physics · mapped topic
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- What does patent US9058319B2 cover?
- A method of classifying text input for use with a natural language understanding system can include determining classification information including a primary classification and one or more secondary classifications for a received text input using a statistical classification model (statistical model). A statistical classification sub-model (statistical sub-model) can be selectively built accor…
- Who is the assignee on this patent?
- Balchandran Rajesh, Boyer Linda M, Purdy Gregory, and 1 more
- What technology area does this patent fall under?
- Primary CPC classification G06F40/216. Mapped technology areas include Physics.
- When was this patent published?
- Publication date Tue Jun 16 2015 00:00:00 GMT+0000 (Coordinated Universal Time) (B2). Legal status and post-grant events are not shown on this page.
- What related patents are in patentsdb?
- We list 8 related publications on this page (citations in our corpus or others sharing the same primary CPC).