Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
in summarization
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "in summarization" is correct and usable in written English.
It can be used to refer to the process of summarizing or to a summarizing statement, usually made at the end of an argument or discussion. For example: In summarization, the evidence is clear that the new policy should be adopted.
✓ Grammatically correct
Science
Academia
News & Media
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
26 human-written examples
Mean rating of the writing strategies in summarization suggested overall participants often or sometimes used these strategies while summarizing source texts according to the Key.
Science
While offering a basic summarized signal comparison, we recognize the need for further improvements in summarization routines for all-exon arrays.
Science
The results seem to suggest the role of writing is relatively more significant than reading in summarization tasks.
Science
This study examined the role of reading and writing in summarization tasks completed by 64 Chinese college students.
Science
In terms of theoretical implications, this study revealed what roles reading and writing play and what are their relationships in summarization tasks.
Science
Summarizing large volume of text is a challenging and time consuming problem particularly while considering the semantic similarity computation in summarization process.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
34 human-written examples
Nor does Electronic Evolution try to summarize the history of the medium or redefine it; ours is not a point in history in which summarization or redefinition is possible.
News & Media
Text Summarization – summarizing (in a paragraph) the main meaning of a text or corpus.
Academia
As the number of documents increases in multi-document summarization, the summarizer gets more difficulties in performing the summarization.
Science
In another approach, research in movie summarization focused on the metadata to achieve the algorithm [14].
It covers the different datasets used in opinion summarization and future work suggested in each technique.
Expert writing Tips
Best practice
Use "in summarization" to introduce a concise overview of a topic, especially in academic or technical writing.
Common error
Avoid using "in summarization" in casual conversations or informal writing. Opt for simpler alternatives like "to sum up" or "basically".
Source & Trust
83%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The primary grammatical function of "in summarization" is to act as a prepositional phrase functioning as an adverbial, modifying a clause by indicating the context or purpose of the following statement. As Ludwig AI confirms, it frames the subsequent information as a condensed version of something larger.
Frequent in
Science
60%
Academia
25%
News & Media
10%
Less common in
Formal & Business
5%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
As Ludwig AI highlights, the phrase "in summarization" is a grammatically correct and usable prepositional phrase, typically employed to introduce a concise restatement of key points. While frequently found in scientific and academic contexts, it should be used with caution in more informal settings. Alternatives such as "in summary" or "to sum up" might be more appropriate for casual conversations or less formal writing. Remember to use "in summarization" strategically to enhance clarity and conciseness in your writing.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
in summary
A more direct and concise way to introduce a summarizing statement.
to summarize
Highlights the action of summarizing rather than the state.
in brief
Indicates a short and concise summary.
in essence
Focuses on the core meaning or main points.
to put it briefly
Emphasizes the brevity of the following summary.
in a nutshell
Suggests a very concise and simplified summary.
in conclusion
Specifically indicates the concluding part of a summary or discussion.
summing up
Implies a recapitulation of previously stated information.
to recap
Short for 'recapitulate', focusing on restating the main points.
in essence
A synonym for the main idea.
FAQs
How to use "in summarization" in a sentence?
You can use "in summarization" to introduce a concise overview of a topic, for example, "In summarization, the key findings suggest a need for further research."
What can I say instead of "in summarization"?
You can use alternatives like "in summary", "to summarize", or "in brief" depending on the context.
When is it appropriate to use "in summarization"?
It is most appropriate in formal writing, such as academic papers or technical reports, where a clear and concise summary is needed.
What is the difference between "in summarization" and "to summarize"?
"In summarization" is a prepositional phrase that introduces a summarizing statement, while "to summarize" is an infinitive verb phrase that indicates the action of summarizing. The first is used to introduce the result of the action and the second to introduce the action itself.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
83%
Authority and reliability
4.1/5
Expert rating
Real-world application tested