Multi Document Summarization in Java
This project aims to summarize multiple documents based on the two pass re ranking.
Abstract:
The goal of topic oriented text summarization is to produce informative short description according to the given topic or query. This is somewhat similar to the target of question answering which retrieves exact answers from large text collections.
The method relies on two pass re ranking frame work. First pass is to order the concepts. Second pass generates the representative sentences. Advantage of the project is that there is no need to build external knowledge or pre-defined rules.
Use: Text summary of detailed documents in easy steps.
Requirements:
Abstract:
The goal of topic oriented text summarization is to produce informative short description according to the given topic or query. This is somewhat similar to the target of question answering which retrieves exact answers from large text collections.
The method relies on two pass re ranking frame work. First pass is to order the concepts. Second pass generates the representative sentences. Advantage of the project is that there is no need to build external knowledge or pre-defined rules.
Use: Text summary of detailed documents in easy steps.
Requirements:
- Languages- Java
- Toold- NetBeans/Eclipse
Replies
-
Uwaise
Hey .. the idea you just proposed was really fascinating.Is this project already done or its just the idea. since my work deals in summarization of text i would like to see the code for further enchancemnetLittleNutThis project aims to summarize multiple documents based on the two pass re ranking.
Abstract:
The goal of topic oriented text summarization is to produce informative short description according to the given topic or query. This is somewhat similar to the target of question answering which retrieves exact answers from large text collections.
The method relies on two pass re ranking frame work. First pass is to order the concepts. Second pass generates the representative sentences. Advantage of the project is that there is no need to build external knowledge or pre-defined rules.
Use: Text summary of detailed documents in easy steps.
Requirements:
- Languages- Java
- Toold- NetBeans/Eclipse
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