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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
corpus of documents
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "corpus of documents" is correct and usable in written English.
It is typically used in academic, legal, or research contexts to refer to a collection or body of written texts or documents that are analyzed or referenced. Example: "The researchers compiled a comprehensive corpus of documents to study the historical trends in the region."
✓ Grammatically correct
Science
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
23 human-written examples
(See "Better, More-Accurate Image Search"). The same thing goes for language translation systems making use of the United Nations' corpus of documents in Arabic and Chinese.
News & Media
We create or collect a corpus of documents and extract the common terms.
Science
"Methods" will introduce the mathematical architecture for how topics are discovered from a corpus of documents.
Science
Known as CHEMDNER, this track publicly released a large corpus of documents containing manually annotated chemical named entities.
Science
An alternative approach better suited for this large corpus of documents is the automated extraction of chemical structures.
Science
Document frequency is calculated by the number of documents which contain a specific term in the corpus of documents.
Human-verified similar examples from authoritative sources
Similar Expressions
37 human-written examples
A Gaussian random markov field approach has been adapted to model correlations between different corpora or document and markov topic model uses this approach to describe topic structure within and across corpora of documents [84].
Science
The Dirichlet process has been proposed as a solution to finding the number of spatial activation patterns in fMRI images [ 14], the modeling of unknown number of topics across several corpora of documents [ 15], grouping population genetics data [ 16], detecting positive selection in protein-coding DNA sequences [ 17] etc.
Science
Based on this association, we pick a representative sample of relevant documents for each gene in Gw to form our corpus consisting of documents D={d1,..., dM} for topic modelling.
Science
For text analytics, a corpus of text documents can be represented by a nonnegative term-document matrix.
To maximize the search space utilization of this investigation, ML based Natural Language Processing (NLP) techniques were employed to rapidly sort through a vast corpus of engineering documents to identify key areas of research and application, as well as uncover documents most pertinent to this survey.
Expert writing Tips
Best practice
When referring to a large and structured set of texts for research or analysis, use "corpus of documents" to convey a sense of scholarly rigor and comprehensiveness.
Common error
Avoid using "collection of documents" interchangeably with "corpus of documents" in contexts where the specific implication of a structured, analyzed dataset is intended. While similar, "corpus" implies a more systematic and often linguistically analyzed collection.
Source & Trust
81%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "corpus of documents" functions as a noun phrase, typically serving as the subject or object of a sentence. It identifies a specific collection of texts under consideration, as seen in Ludwig's examples.
Frequent in
Science
70%
News & Media
20%
Academia
10%
Less common in
Encyclopedias
0%
Formal & Business
0%
Social Media
0%
Ludwig's WRAP-UP
In summary, "corpus of documents" is a grammatically correct noun phrase denoting a structured collection of texts used for analysis. Ludwig confirms that the phrase is a correct and usable English. It is most frequently found in scientific contexts, and less so in news or academic spheres. While alternatives exist, such as "collection of documents", "corpus" implies a more systematic and often linguistically analyzed set. Therefore, it's best practice to reserve the use of "corpus of documents" for contexts where that implication is intended, to maintain clarity and precision in writing.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
Collection of documents
Uses a more general term, "collection", instead of the more specific "corpus".
Body of documents
Replaces "corpus" with "body", suggesting a unified or coherent set of documents.
Set of documents
Emphasizes the discrete nature of individual documents within the group.
Archive of documents
Suggests a historical or preserved collection of documents.
Database of documents
Implies a structured and searchable collection of documents.
Repository of documents
Highlights the storage or preservation aspect of the document collection.
Compilation of documents
Focuses on the act of gathering or assembling the documents.
Record of documents
Highlights the official or historical importance of the documents.
File of documents
Suggests a physical or digital grouping of related documents.
Assembly of documents
Emphasizes the gathered or convened nature of the documents.
FAQs
How is "corpus of documents" typically used in research?
In research, "corpus of documents" refers to a structured collection of texts used for analysis, often in fields like linguistics, natural language processing, or historical studies. It provides a dataset for identifying patterns, trends, or linguistic features.
What are some alternatives to "corpus of documents"?
You can use alternatives like "collection of documents", "body of texts", or "set of documents", depending on the context. However, "corpus" often implies a more structured and analyzed dataset.
Is "corpus of documents" formal or informal language?
"Corpus of documents" is generally considered formal language, suitable for academic, legal, or professional contexts. It's less common in casual conversation.
What distinguishes a "corpus of documents" from a regular collection?
While both refer to a group of texts, a "corpus of documents" typically implies a more deliberate and structured collection intended for systematic analysis. A regular collection might be more ad-hoc or less organized.
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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
4.1/5
Expert rating
Real-world application tested