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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
as exemplified below
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "as exemplified below" is correct and usable in written English.
It is typically used to refer to a sample or example that is being presented or discussed at the present time. For example, "These effects can be seen in the graph as exemplified below."
✓ Grammatically correct
Science
News & Media
Formal & Business
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
18 human-written examples
As exemplified below, these verbs can participate in the Stative-Causative alternation and the Stimulus-subject transitive pattern, be it stative (with the degree marker hen) or eventive (with the perfective marker 了 le).
Science
Although a few Stimulus-subject verbs can be found as exemplified below, the Mandarin lexicon in general dis-prefers to lexicalize a Stimulus as subject.
Science
As exemplified below, most EPs (such as 羨慕 xianmu "envy") tend to occur with the evaluative marker 很 hen, which is an indicator of stativity and less compatible with a telic physical action verb (such as 打 da "hit")13.
Science
Therefore, in order to meet the uniqueness criterion, adding discrimination features such as realis, intentional, and temporal to each semantic relation may help to determine the primary relations between CPCs as exemplified below: (8) purpose[+intentional] a. causality[-intentional] vs. purpose[+intentional] a1.
Science
Adolescents worried that peers would become aware of the ostomy, as exemplified below.
Physical help was required by participants during times of illness, as was ongoing emotional support, as exemplified below.
Human-verified similar examples from authoritative sources
Similar Expressions
42 human-written examples
How each function was realized were exemplified below, as the study should ensure that ways in which these functions were elicited were in line with the test designers' intentions.
Science
In cases in which σ(t) acts much faster than the functional mode (i.e., τσ≪τf), σ(t) operates upon the mode (exemplified below as Scenario 1).
Science
However, as is exemplified below, expression-based genetic interaction scores provide a higher level of detail compared to growth-based genetic interaction scores and can be further used to investigate the underlying mechanisms of genetic interactions.
Science
The latter is exemplified below as Sybil (AuxN) and Hazel transferred Polly to and from her chair.
Science
These three verbs all have similar behavior, as exemplified by 1 3 below.
Science
Expert writing Tips
Best practice
When using "as exemplified below", ensure that the examples are clear and directly relevant to the point you are making. Place the examples immediately after the introductory phrase for maximum impact.
Common error
Avoid separating "as exemplified below" from the examples themselves with lengthy or irrelevant text. This disrupts the flow and weakens the connection between the statement and its supporting evidence.
Source & Trust
80%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "as exemplified below" functions as an introductory phrase or transitional expression. It serves to signal that examples or illustrations will be provided to support or clarify a preceding statement. Ludwig AI confirms this usage, providing numerous examples from diverse sources.
Frequent in
Science
70%
News & Media
15%
Formal & Business
15%
Less common in
Wiki
0%
Encyclopedias
0%
Reference
0%
Ludwig's WRAP-UP
In summary, "as exemplified below" is a commonly used phrase for introducing examples that support a statement. It is grammatically correct and most frequently appears in scientific and formal contexts, as confirmed by Ludwig AI. When using this phrase, ensure that the examples are clear, relevant, and placed immediately following the introduction. Consider alternatives like "as illustrated below" or "for example" to add variety to your writing. By following these guidelines, you can effectively use "as exemplified below" to enhance the clarity and persuasiveness of your arguments.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
as illustrated below
Replaces "exemplified" with "illustrated", focusing on visual representation.
as demonstrated below
Replaces "exemplified" with "demonstrated", emphasizing a proof or showing of something.
as shown in the following examples
More verbose, specifies that examples will be provided.
as can be seen below
Highlights visibility or obviousness of the example.
for instance
A shorter, more direct way to introduce an example.
for example
A common and direct way to introduce an example.
the following examples illustrate this
More formal and emphasizes the illustrative nature of the examples.
to illustrate this point
Highlights the purpose of the example being to explain further an specific detail.
in this case
Focuses on a specific instance or situation as an example.
consider the following
Invites the reader to pay attention to an upcoming example.
FAQs
How can I use "as exemplified below" in a sentence?
Use "as exemplified below" to introduce specific examples that support a preceding statement. For example: "The new policy has several benefits, as exemplified below: increased efficiency, reduced costs, and improved employee satisfaction."
What are some alternatives to "as exemplified below"?
You can use alternatives like "as illustrated below", "for example", or "as demonstrated below" depending on the context.
Is it redundant to say "as exemplified below" when the examples are obviously below the statement?
While generally the examples will appear below the statement, using "as exemplified below" adds clarity and explicitly signals the relationship between the statement and the supporting evidence. It is generally not considered redundant.
What's the difference between "as exemplified below" and "as exemplified above"?
"As exemplified below" refers to examples that are presented later in the text, while "as exemplified above" refers to examples that have already been presented earlier in the text. Choose the correct phrase based on the location of the examples.
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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
80%
Authority and reliability
4.5/5
Expert rating
Real-world application tested