Fast Generation Of Result Snippets In Web Search? Best 264 Answer

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How to change my Google Search result snippet? | Search for Beginners Ep 10

What is summarization in information retrieval?

Text summarization is a way to condense the large amount of information into a concise form by the process of selection of important information and discarding unimportant and redundant information.

What is summarization process?

Summarization is a process of automatically condensing and rewriting a large chunk of text to create a small, crisp summary. A summarization system should give the reader most of the information present in the original document while also ensuring that no information has been lost during condensation.

What is summarization used for?

Summarizing is used to support an argument, provide context for a paper’s thesis, write literature reviews, and annotate a bibliography. The benefit of summarizing lies in showing the “big picture,” which allows the reader to contextualize what you are saying.

What is summarization in machine learning?

Text summarization refers to the technique of shortening long pieces of text. The intention is to create a coherent and fluent summary having only the main points outlined in the document. Automatic text summarization is a common problem in machine learning and natural language processing (NLP).

What is summarization in computer?

Automatic summarization is the process by a which computer program creates a shortened version of text. The product of the process contains the most important points from the original text. Search engines such as Google use automatic summarization to produce key phrase extractions in search results.

What is snippet generation?

1 INTRODUCTION. Given a query and a web page, snippet generation is the task of summarizing the web page’s content in relation to the query. Today, snippets are basically generated by reusing phrases and sentences from the web page that contain all or at least some of the query’s terms.

What is snippet generation in information retrieval?

A snippet is the smallest meaningful body of text which can be used to establish the relevance of the document without actually looking at the document. The work on snippet retrieval is extended from past work in focused retrieval, wherein a ranked list of focused elements is retrieved in response to the user query.

What are query dependent summaries?

Query-Dependent Summaries

A query-dependent or query-based summary focuses on the part of the search result that most relates to the query. At the very least, it shows which field of the document matches the search results.

What is summarization in information retrieval?

Text summarization is a way to condense the large amount of information into a concise form by the process of selection of important information and discarding unimportant and redundant information.

What is query dependent ranking?

To admit different ranking functions for various queries, a general U-process formulation for query-dependent ranking is developed. It allows to incorporate neighborhood structure among queries via various forms of smoothing weights to improve the ranking performance.

What is snippet generation in information retrieval?

A snippet is the smallest meaningful body of text which can be used to establish the relevance of the document without actually looking at the document. The work on snippet retrieval is extended from past work in focused retrieval, wherein a ranked list of focused elements is retrieved in response to the user query.

What is snippet generation?

1 INTRODUCTION. Given a query and a web page, snippet generation is the task of summarizing the web page’s content in relation to the query. Today, snippets are basically generated by reusing phrases and sentences from the web page that contain all or at least some of the query’s terms.

What is snippets in information retrieval?

A snippet is the smallest meaningful body of text which can be used to establish the relevance of the document without actually looking at the document. The work on snippet retrieval is extended from past work in focused retrieval, wherein a ranked list of focused elements is retrieved in response to the user query.

What is summarization in information retrieval?

Text summarization is a way to condense the large amount of information into a concise form by the process of selection of important information and discarding unimportant and redundant information.

What are query dependent summaries?

Query-Dependent Summaries

A query-dependent or query-based summary focuses on the part of the search result that most relates to the query. At the very least, it shows which field of the document matches the search results.

What are query dependent summaries?

Query-Dependent Summaries

A query-dependent or query-based summary focuses on the part of the search result that most relates to the query. At the very least, it shows which field of the document matches the search results.

References:

Fast generation of result snippets in web search – ResearchGate

Fast generation of result snippets in web search | Proceedings of …

Fast generation of result snippets in web search

Fast Generation of Result Snippets in Web Search – David Hawking

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