cluster sentence

USAGE SUMMARY

The phrase "cluster sentence" is not a standard term in English and may not be widely recognized.
It could be used in a specific context related to linguistics or writing, but clarity may be lacking without further explanation. Example: "The author struggled with the concept of a cluster sentence, which made her writing less coherent."

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

"Apart from its well-known and widely discussed cytotoxic role (20, 21, 22), VacA has been shown to cause apoptosis [ 3] and inhibition of lymphocyte proliferation and thereby promotes a possible condition of local immunosuppression [ 4]." In section "Plasticity region cluster" sentence five should not have referenced Figure 1.

Annals of Clinical Microbiology and Antimicrobials

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

In order to identify descriptors of interest in sentences and cluster sentences with identical descriptors, we implemented a sentence splitting algorithm on a collection of PubMed 37 abstracts annotated with at least one of the Medical Subject Heading (MeSH) terms: arsenic or arsenicals.

Bioinformatics and Biology Insights

We use a convolutional neural network to filter out non-informative content and cluster dense sentence embeddings to avoid sampling repetitive content.

Yale University

Then the computer sought clusters of sentences that had similar words or phrases.

The New York Times - Tech

Generally, the sentence cluster number and the dimensionality in LSA are determined by the prediction risk.

EURASIP Journal on Audio, Speech, and Music Processing

After sentence clustering, a total of 494 clusters were obtained and used as an alternative approach to statistically characterize the sentence patterns.

EURASIP Journal on Audio, Speech, and Music Processing

Through the clustering process, each state can be modeled by a set of sentence clusters ( D{S}_n=left{{S}_{n,1},{S}_{n,2},dots, {S}_{n,{k}_n}right} ), where ( {S}_{n,{k}_n} ) represents the k n -th sentence cluster in DS n.

EURASIP Journal on Audio, Speech, and Music Processing

The methods for sentence clustering and error-tolerant sentence generation could be applied to improve the detection performance.

EURASIP Journal on Audio, Speech, and Music Processing

The k-means clustering algorithm was employed to cluster the query sentences.

EURASIP Journal on Audio, Speech, and Music Processing

For each DS, first, we manually select k unique sentences as the centroids of the sentence clusters.

EURASIP Journal on Audio, Speech, and Music Processing

Clearly, joint estimation of LSA-based mapping between linguistic features and DSs as well as sentence clustering outperformed the individual approach and the traditional keyword-spotting method.

EURASIP Journal on Audio, Speech, and Music Processing

Expert writing Tips

Best practice

When using "cluster sentence", ensure the context clearly indicates you're referring to a group of sentences with shared characteristics or themes. Otherwise, consider using a more common term like "group of sentences".

Common error

Do not use "cluster sentence" without further clarification, as it can be misinterpreted as a grammatically incorrect or run-on sentence, instead of a deliberate grouping of related sentences.

Linguistic Context

The phrase "cluster sentence" functions as a noun phrase, describing a specific type of grouping or arrangement of sentences. Ludwig examples show its use in contexts involving analysis and pattern identification within text. It is a less common way to describe sentences that have been grouped together.

Expression frequency: Rare

Frequent in

Science

60%

News & Media

20%

Academia

20%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "cluster sentence" describes a grouping of sentences that share common attributes, often employed in data analysis and natural language processing. While grammatically acceptable, Ludwig AI notes that it's not a standard term, and alternatives like "group of sentences" might enhance clarity. Usage appears most frequently in science, news media, and academia. Experts rate its overall effectiveness as moderate due to the phrase's potential ambiguity and limited recognition. To prevent misunderstandings, be sure to define the context when using the phrase "cluster sentence".

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

group sentences

Focuses on the act of grouping sentences together, emphasizing the action of combining.

categorize sentences

Highlights the process of assigning sentences to specific categories based on shared characteristics.

classify sentences

Similar to categorize, but may imply a more formal or systematic classification method.

sentences cluster

Inverts the original phrase, slightly altering the emphasis but retaining the core meaning.

sentence aggregation

Uses a more technical term, 'aggregation', to refer to the gathering of similar sentences.

sentences grouping

This emphasizes that sentences are being actively grouped.

thematic sentence grouping

Adds the element of a theme to the grouping. It emphasizes that sentences are being grouped based on theme.

semantic sentence cluster

Adds the element of semantics to the clustering. It emphasizes that sentences are being clustered based on meaning.

cluster of sentences

Uses a more descriptive phrase to capture the aggregation of sentences.

sentences array

This alternative highlights the sentences are in an array, a structure in programming.

FAQs

What does "cluster sentence" mean?

The phrase "cluster sentence" typically refers to a grouping of sentences that are related by a common theme, topic, or characteristic. However, it is not a standard or widely recognized term and may require further explanation.

What can I say instead of "cluster sentence"?

You can use alternatives like "group sentences", "categorize sentences", or "classify sentences" depending on the specific context.

Is "cluster sentence" grammatically correct?

While the phrase "cluster sentence" isn't inherently ungrammatical, it is not a conventional term in linguistics. Using more common phrases like "group of sentences" or "related sentences" may improve clarity.

How is "cluster sentence" used in research?

In research, particularly in fields like natural language processing, "cluster sentence" can refer to the process of grouping sentences based on semantic similarity or topic modeling. Algorithms are used to identify these "sentences cluster", which allows for automated analysis and summarization of large text datasets.