Biomedical text representation method for modeling global and local context interaction
A biomedical and text representation technology, applied in the field of biomedical text representation, can solve the problems of not being able to obtain text representation, affecting the effect of bioinformatics tasks, and avoiding time-consuming and labor-intensive effects.
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment Construction
[0048] In order to make the technical solutions of the present invention clearer and clearer to those skilled in the art, the present invention will be further described in detail below in conjunction with the examples and accompanying drawings, but the embodiments of the present invention are not limited thereto.
[0049] like figure 1 As shown, a biomedical text representation method for modeling global and local context interaction provided in this embodiment includes the following steps:
[0050] Step 1: Suppose the given biomedical text is a sequence of L sentences (S 1 ,...,S i ,...,S L ), where each sentence S i Expressed as a sequence of words in the sentence;
[0051] Step 2: The vector representation of each word is concatenated by word embedding, position embedding and entity type embedding;
[0052] Step 3: Through the input module, each sentence S in the given text i can be expressed as a matrix X i , where the jth row in the matrix represents the vector re...
PUM
Abstract
Description
Claims
Application Information
- R&D Engineer
- R&D Manager
- IP Professional
- Industry Leading Data Capabilities
- Powerful AI technology
- Patent DNA Extraction
Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.
© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com