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
this paper leverages
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "this paper leverages" is correct and usable in written English.
It is typically used in academic or professional writing to indicate that the paper utilizes or takes advantage of certain resources, theories, or methodologies. Example: "This paper leverages existing research to support its findings on climate change."
✓ Grammatically correct
Science
Alternative expressions(5)
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
6 human-written examples
This paper leverages four state-of-the-art machine learning classifiers viz.
This paper leverages a client-confidential survey reported in Bughin [7].
Science
The framework presented in this paper leverages existing standards and protocols for an efficient adoption in service oriented architectures.
The solution presented in this paper leverages the Earth Science Markup Language for providing the syntactic metadata and adds a semantic metadata component along with links to the appropriate ontology.
Science
In summary, this paper leverages new anatomical reagents to investigate mechanisms of LTM formation for appetitive learning.
Science
Reviewer #1: This paper leverages new anatomical reagents to investigate mechanisms of LTM formation for appetitive learning.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
54 human-written examples
In this paper, leveraging data streaming techniques such as the reversible sketch, we design HiFIND, a High-speed Flow-level Intrusion Detection system.
Science
Indeterminate boxes are bisected and tested again until its widest dimension reaches a user specified threshold ε > 0. The methods presented in this paper leverage the works of Jaulin for state estimation [ 7] and Raïssi et al. for parameter estimation [ 8].
Science
The paper leverages on previously presented preliminary results and introduces and formalizes the overall methodology and its steps, providing a revised and assessed approach.
Science
Also drawing on a broad BI inspired perspective, Paul Ormerod's paper leverages evolutionary theory to create an agent based modeling (ABM) approach to help better understand the distribution of fatalities in terrorist attacks.
Science
In this paper we leverage similar features, but for the novel task of campaign detection.
Science
Expert writing Tips
Best practice
Use "this paper leverages" to clearly indicate that your work builds upon or takes advantage of existing knowledge, methods, or technologies. This highlights the foundation and innovation in your research.
Common error
Avoid using "this paper leverages" in informal writing. It is more appropriate for academic, scientific, or professional contexts. In general conversations, opt for simpler phrases like "this uses" or "this builds on".
Source & Trust
81%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "this paper leverages" functions as a declarative statement within academic and scientific writing. It introduces the methodologies, resources, or existing theories that the paper utilizes to support its arguments or achieve its objectives. Ludwig AI confirms its proper usage.
Frequent in
Science
100%
Less common in
News & Media
0%
Formal & Business
0%
Academia
0%
Ludwig's WRAP-UP
The phrase "this paper leverages" is a grammatically correct and commonly used expression in formal, academic, and scientific writing. It signifies that the paper utilizes or builds upon existing knowledge, methods, or resources. Ludwig AI also confirms that "this paper leverages" is correct. While appropriate in scholarly contexts, it's best to avoid it in casual conversation, where simpler alternatives are preferred. Related phrases include "this study employs" and "this research utilizes". By understanding the nuances of this phrase, writers can use it effectively to convey the foundations of their research and its contributions to the existing body of knowledge.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
this study employs
Replaces "paper" with "study" and "leverages" with "employs", focusing on the research aspect.
this research utilizes
Substitutes "paper" for "research" and "leverages" for "utilizes", highlighting the practical application.
the authors use in this paper
Inverts the structure to emphasize the actions of the authors.
the present work builds upon
Shifts focus to the foundational aspect of the work.
here we capitalize on
Uses a more active voice, emphasizing the advantage gained.
this document draws on
Replaces "paper" with "document" and "leverages" with "draws on", indicating reliance on sources.
this article exploits
Substitutes "paper" with "article" and "leverages" with "exploits", suggesting a full utilization of resources.
in this paper, we make use of
Emphasizes the deliberate act of using something within the paper.
this investigation harnesses
Replaces "paper" with "investigation" and "leverages" with "harnesses", emphasizing the controlled use of resources.
the methodology in this paper is based on
Shifts focus to the methodological foundation.
FAQs
What does "this paper leverages" mean?
It means that the paper is making use of something, such as a method, data, or theory, to achieve its goals. It implies that the paper is building upon existing knowledge or tools.
What can I say instead of "this paper leverages"?
You can use alternatives like "this study employs", "this research utilizes", or "the authors use in "this paper"" depending on the specific nuance you want to convey.
Is "this paper leverages" too formal for some contexts?
Yes, it can be. While grammatically correct, it's more suited for academic and professional writing. For less formal settings, consider alternatives like "this uses" or "this builds on".
How to use "this paper leverages" in a sentence?
You can say, for example, "This paper leverages existing machine learning algorithms to improve sentiment analysis." This shows the paper is using those algorithms as a foundation or tool.
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
81%
Authority and reliability
4.1/5
Expert rating
Real-world application tested