semantic relevance

USAGE SUMMARY

"semantic relevance" is correct and usable in written English. You can use it when discussing the importance of meaning in relation to context or content. For example: "The semantic relevance of the keywords significantly impacts the search results." Alternative expressions include "meaningful connection" and "contextual significance."

✓ Grammatically correct

Science

Encyclopedias

News & Media

Human-verified examples from authoritative sources

Exact Expressions

27 human-written examples

The focused crawler utilizes domain specific Concept Ontology to semantically expand a search topic and to determine Semantic Relevance of tags.

Computers & Electrical Engineering

This correlation table includes the degrees of semantic relevance (SR) and co-occurrence (CO) among terms.

Journal of Systems and Software

BM25 is the baseline retrieval model used for verifying the effectiveness of our proposed feedback-based semantic relevance score.

Data Science and Engineering

According to the results, the integration of semantic relevance score (i.e., SEM) has statistically significant improvements over BM25 in all cases, indicating the effectiveness of our approach.

Data Science and Engineering

In [92] the authors propose a hierarchical frame selection scheme which considers semantic relevance in video sequences at different levels computed from compressed wavelet-based scalable video.

EURASIP Journal on Image and Video Processing

Instead, we estimate the semantic relevance of a biomedical article by measuring the semantic similarity between the article and a pseudo-relevance feedback set.

Data Science and Engineering

Human-verified similar examples from authoritative sources

Similar Expressions

33 human-written examples

Recent years have seen a growing realisation of the importance of semantics and the relevance of Semantic Web technologies.

Journal of Cheminformatics

By integrating the semantic evidence of relevance, the lowly ranked relevant documents are promoted in the ranking list which leads to improved retrieval performance.

Data Science and Engineering

The real power here is the semantic analysis, the relevance.

TechCrunch

Experimental results show that integrating semantic evidence of relevance can indeed significantly improve the retrieval performance over the existing CDS approaches, including the best TREC results.

Data Science and Engineering

As the patient records are usually much shorter than the full-text biomedical articles, they do not necessarily contain sufficient amount of semantic evidence of relevance.

Data Science and Engineering

Expert writing Tips

Best practice

Pair with verbs like 'estimate', 'measure' or 'determine' to describe the analytical process of evaluating the connection between two concepts

Common error

Do not use 'meaningful semantic relevance' as 'semantic' already implies a focus on meaning. Using both creates a tautology that can make technical writing feel cluttered and less professional.

Linguistic Context

As an "adjective phrase + noun", it functions as a specialized technical term. According to Ludwig, it is primarily used as a measurable attribute or a scoring metric within scientific research, particularly in computer science and linguistics.

Frequent in

Science

65%

Encyclopedias

20%

News & Media

10%

Less common in

Formal & Business

3%

Wiki

1%

Social Media

1%

Ludwig's WRAP-UP

In conclusion, "semantic relevance" is a robust and grammatically correct phrase widely used in academic and scientific fields. Ludwig AI highlights its importance in information retrieval, where it distinguishes conceptual pertinence from simple word matching. It is most effective when used in formal registers to describe the analytical measurement of meaning. For writers looking for less technical alternatives, phrases like "contextual relevance" or meaningful connection are suitable. However, within its specialized niches—specifically computer science and linguistics—the term remains the standard for describing high-level conceptual relatedness.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

semantic significance

Focuses on the level of importance or weight a meaning carries within a specific framework

contextual relevance

Emphasizes the relationship between an item and its surrounding environment or circumstances

thematic relevance

Pertains to how well something relates to a specific subject or overarching theme

semantic similarity

Measures how much two items are alike in meaning rather than how one pertains to a topic

conceptual relevance

Refers to the pertinence of an idea at a high abstract level rather than specific word choice

semantic proximity

Describes the 'distance' between meanings in a multi-dimensional semantic space

meaningful connection

A more accessible, less technical way to describe relatedness through significance

informational pertinence

Focuses on how useful or applicable information is to a specific user need

logical relatedness

Suggests a connection based on reasoning and structure rather than just shared meaning

lexical similarity

Strictly relates to the similarity of words or vocabulary used rather than underlying concepts

FAQs

What is the meaning of "semantic relevance"?

It refers to the degree of connection between two concepts based on their meaning. In data science, as seen in Ludwig AI, it is often used to rank how well a document answers a query beyond simple keyword matching.

How do I use "semantic relevance" in a sentence?

You can use it in technical contexts, such as: 'The algorithm evaluates the "semantic relevance" of each tag to improve search accuracy'.

What is the difference between "semantic relevance" and "semantic similarity"?

While often used interchangeably, "semantic similarity" measures how alike two things are (like 'car' and 'bus'), whereas "semantic relevance" measures how one pertains to another (like 'gas' is relevant to 'car').

What is a simpler way to say "semantic relevance"?

In less formal writing, you can use phrases like "meaningful connection" or "relevance of meaning" to convey the same idea.