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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
contributors such as
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "contributors such as" is correct and usable in written English.
You can use it when introducing examples of contributors in a specific context, such as a project, research, or publication. Example: "The report highlights the work of several key contributors such as Dr. Smith, Professor Johnson, and Ms. Lee."
✓ Grammatically correct
News & Media
Science
Academia
Alternative expressions(19)
facilitators such as
factors such as
aspects including
mediators such as
elements like
considerations such as
influences including
items such as
components including
factories such as
essentials such as
influences such as
coefficients such as
players such as
consequences such as
endpoints such as
creators such as
components such as
motivators such as
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
60 human-written examples
Major contributors such as France, Germany and Italy were expected to have priority.
News & Media
Contributors such as Angelsplishsplash, and Strictlyarmchair have paid tribute to his cuddliness.
News & Media
For other contributors, such as Christian Schatz '18, it was the first time their poetry was selected for publication.
Academia
But the US president faces strong opposition from some existing major contributors, such as India, which regard the changes as antithetical to the purpose and history of peacekeeping.
News & Media
Jens Weidmann, Germany's central bank chief, threatened to boycott the move unless non-eurozone IMF contributors, such as the US and Britain, also provided additional loans.
News & Media
In April, Khan oversaw a special free speech issue of the Statesman, which featured high-profile contributors such as Hugh Grant, Oliver Stone, Tim Robbins and Russell Brand.
News & Media
Important contributors, such as Michael Carrick and Dimitar Berbatov, were not in the squad, while a virus stopped Wayne Rooney from taking part.
News & Media
Regular Post contributors such as Marc A. Thiessen and Ed Rogers tended to knock Hillary Clinton more than they praised Trump.
News & Media
Major net contributors such as Germany and the Netherlands do not see why they should also bear the bulk of the costs of enlargement.
News & Media
And there are the "friends of better spending": the net contributors, such as Germany, France, Britain and several northern European states.
News & Media
A bench-top setup of a single-pass, heterodyne Michelson interferometer, designed to minimize common error contributors such as Abbe, dead path and environment, is described.
Science
Expert writing Tips
Best practice
When using "contributors such as", ensure the examples you provide are relevant and add value to the reader's understanding. Avoid listing obvious or unimportant contributors.
Common error
Avoid repetitive use of "contributors such as" in close proximity. Vary your sentence structure by using alternatives like "including contributors like" or "contributors, for example" to maintain reader engagement.
Source & Trust
86%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "contributors such as" functions as an appositive introducer. It prefaces a list of specific instances that exemplify a broader category of contributors. As Ludwig AI highlights, this construction is widely used across diverse contexts to provide concrete examples.
Frequent in
News & Media
55%
Science
25%
Academia
10%
Less common in
Wiki
6%
Formal & Business
4%
Ludwig's WRAP-UP
In summary, "contributors such as" is a widely used phrase to introduce examples of individuals or entities that contribute to something. According to Ludwig AI, this phrase is considered grammatically correct and appears very commonly across various contexts, including News & Media, Science, and Academia. The phrase functions as an appositive introducer, clarifies concepts with specific instances, and maintains a neutral register. To enhance writing, using alternatives like "including contributors like" or "contributors, for example" can prevent redundancy and improve reader engagement.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
including contributors like
Replaces "such as" with "like", making it slightly less formal.
contributors, for example
Replaces "such as" with "for example", providing a more explicit indication of exemplification.
contributors, notably
Uses "notably" to highlight prominent examples from the contributors.
contributors, particularly
Emphasizes specific contributors that are especially relevant or significant.
contributors, among them
Introduces a list of contributors, suggesting there are others not mentioned.
contributors, to name a few
Implies that the listed contributors are a selection from a larger group.
contributors such as the following
More formal construction, indicating a list of contributors will follow.
contributors, including but not limited to
Specifies that the list of contributors is not exhaustive.
contributors, as an illustration
Introduces contributors as examples to illustrate a point.
contributors exemplified by
Uses "exemplified by" to show that the contributors are excellent examples.
FAQs
How do I use "contributors such as" in a sentence?
Use "contributors such as" to introduce specific examples of individuals or entities that contribute to a particular field, project, or outcome. For instance, "The success of the project relied on key contributors such as the project manager and lead developer."
What can I say instead of "contributors such as"?
You can use alternatives like "including contributors like", "contributors, for example", or "contributors, notably" depending on the context.
Is it correct to say "such contributors as" instead of "contributors such as"?
While "such contributors as" isn't grammatically incorrect, "contributors such as" is more common and natural-sounding in contemporary English. It's generally preferable to use the latter.
What is the difference between "contributors such as" and "contributors including"?
"Contributors such as" introduces examples of contributors, while "contributors including" suggests that the listed contributors are part of a larger group, but not necessarily all of them.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
86%
Authority and reliability
4.5/5
Expert rating
Real-world application tested