IE20230320U1 - Text abstract generation method and system - Google Patents
Text abstract generation method and systemInfo
- Publication number
- IE20230320U1 IE20230320U1 IE20230320U IE20230320U IE20230320U1 IE 20230320 U1 IE20230320 U1 IE 20230320U1 IE 20230320 U IE20230320 U IE 20230320U IE 20230320 U IE20230320 U IE 20230320U IE 20230320 U1 IE20230320 U1 IE 20230320U1
- Authority
- IE
- Ireland
- Prior art keywords
- text
- word
- inputting
- information
- vector
- Prior art date
Links
- 238000000034 method Methods 0.000 title abstract 2
- 230000004927 fusion Effects 0.000 abstract 2
- 230000002457 bidirectional effect Effects 0.000 abstract 1
- 238000013527 convolutional neural network Methods 0.000 abstract 1
- 238000003062 neural network model Methods 0.000 abstract 1
- 230000000306 recurrent effect Effects 0.000 abstract 1
Landscapes
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
Abstract
The invention relates to a text abstract generation method and system, including: obtaining text information and dividing the text information into multiple words; inputting segmented multiple words into the word embedding model to obtain the word vector of each word; obtaining all the words that make up each word, and inputting all the words that make up the same word into the bidirectional recurrent neural network model in order to obtain the joint vector of each word; inputting the word vector of each word and its corresponding joint vector into the nonlinear model respectively to obtain the fusion feature of each word; combining the fusion features of each word to form a new input text, and inputting the new input text into the convolutional neural network to obtain high-level features representing the text; inputting the high-level features representing the text into the encoding-decoding model to obtain the text abstract. The invention can enhance the key information of the original text and attenuate the non-key information so that the generated text summary can represent the important information of the text in a better way.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| IE20230320U IES87505Y1 (en) | 2023-08-08 | 2023-08-08 | Text abstract generation method and system |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| IE20230320U IES87505Y1 (en) | 2023-08-08 | 2023-08-08 | Text abstract generation method and system |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| IE20230320U1 true IE20230320U1 (en) | 2024-06-19 |
| IES87505Y1 IES87505Y1 (en) | 2024-06-19 |
Family
ID=91899817
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| IE20230320U IES87505Y1 (en) | 2023-08-08 | 2023-08-08 | Text abstract generation method and system |
Country Status (1)
| Country | Link |
|---|---|
| IE (1) | IES87505Y1 (en) |
-
2023
- 2023-08-08 IE IE20230320U patent/IES87505Y1/en unknown
Also Published As
| Publication number | Publication date |
|---|---|
| IES87505Y1 (en) | 2024-06-19 |
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