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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
refine the text
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "refine the text" is correct and usable in written English.
You can use it when you want to improve or enhance the quality, clarity, or effectiveness of a written piece. Example: "Before submitting the report, please take some time to refine the text for better readability."
✓ Grammatically correct
Science
News & Media
Wiki
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
4 human-written examples
Once he had collaborated with colleagues to refine the text, it only took Glikson a couple of days to gather the signatures.
News & Media
Considering the characteristics of Chinese text, the vertical edge map is used to localize the possible text region and horizontal edge map is used to refine the text region.
Science
This work was used to refine the text and to prepare the final Italian version of the questionnaire (version 2.0), which was tested for reliability, validity, and responsiveness in the present study.
SKS performed data analysis and helped refine the text.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
56 human-written examples
We subsequently revised and refined the text in both drafts in collaboration with A4 investigators.
Author's response: We have now refined the text to make it more understandable.
Science
24 25 In this case we used the verbal reports to ascertain where information was not being understood as intended and then refined the text by using readability tools.
Science
Anna Caputo and Daniela Sarnataro designed and performed most of the experiments, analysed the results and assisted in refining the manuscript text.
Science
Yoke will need to refine the pre-filled message text to minimize this.
News & Media
The ICD9-CM code 411.81 (corresponding to acute coronary occlusion) was specifically used in HSD, in combination with free text to refine the search.
Science
They suggest that applications of information theory, particularly statistical aspects developed to high levels of sophistication in cryptography [35], could prove valuable in continuing to refine the reconstruction of culturally fundamental texts.
Science
Expert writing Tips
Best practice
When you "refine the text", focus on clarity, conciseness, and coherence to ensure your message is effectively communicated to your target audience.
Common error
Avoid over-refining the text to the point where it loses its natural voice or becomes overly complex. Strive for balance and authenticity.
Source & Trust
81%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "refine the text" functions as a verb phrase directing an action to be performed on a noun. This directive highlights the process of improving or enhancing the quality and clarity of written material, and this is consistent with Ludwig AI's confirmation that the phrase is correct and usable in written English.
Frequent in
Science
33%
News & Media
33%
Wiki
33%
Less common in
Formal & Business
0%
Encyclopedias
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "refine the text" is grammatically sound and commonly used to describe improving the clarity and quality of written content. Ludwig AI confirms its correctness and usability in English. While applicable across various contexts, it appears most frequently in scientific, news, and wiki environments. When using this phrase, prioritize clarity and precision while avoiding over-refinement. Consider alternatives like "polish the text", "improve the text", or "enhance the text" to best suit your specific context.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
polish the text
Focuses on making the text smooth and elegant, implying a final stage of improvement.
improve the text
A broader term for making the text better in any aspect.
enhance the text
Suggests adding value or quality to the text, making it more impactful.
edit the text
Implies correcting errors and making changes to the text.
revise the text
Suggests a more thorough review and rewriting of the text.
adjust the text
Indicates making minor changes to better suit a specific purpose.
fine-tune the text
Focuses on making small, precise adjustments for optimal performance.
clarify the text
Emphasizes making the text easier to understand.
streamline the text
Implies making the text more efficient and concise.
develop the text
Suggests expanding and elaborating on the text's content.
FAQs
How can I use "refine the text" in a sentence?
You can use "refine the text" when you want to improve the quality and clarity of a written piece. For example: "Before submitting the report, please take some time to "refine the text" for better readability."
What are some alternatives to "refine the text"?
You can use alternatives like "polish the text", "improve the text", or "enhance the text" depending on the specific context.
What does it mean to "refine the text"?
To "refine the text" means to improve its clarity, accuracy, and overall quality by making careful adjustments and revisions.
How is "refine the text" different from "edit the text"?
"Refine the text" implies a more nuanced and stylistic improvement, while "edit the text" typically focuses on correcting errors in grammar, spelling, and punctuation.
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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
81%
Authority and reliability
4.5/5
Expert rating
Real-world application tested