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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
token relation
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "token relation" is correct and usable in written English.
It can be used in contexts related to linguistics, computer science, or data analysis, where it refers to a relationship involving tokens, such as in natural language processing or database management. Example: "In the context of natural language processing, understanding the token relation between words is crucial for accurate parsing."
✓ Grammatically correct
Science
News & Media
Formal & Business
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified similar examples from authoritative sources
Similar Expressions
60 human-written examples
Usually a noun, or a verb (less frequently), and its visual representation is classified as a Type-Token relation.
Rudner conjectured that what Lewis had in mind in talking about the relationship between an abstract entity and its renditions or instances was the type-token relation.
Science
Based on this type-token relation, it is possible to read the phenomenological structure of orders-qua-acts from the ideal structure of orders-qua-types.
Science
A Type-Token relation would be annotated when someone utters the word "baby" and a baby is presented in a sequence of frames.
Dummett is suggesting that the type-token relation might help us understand how to accept thoughts, even thoughts which are modally mind-independent and abstract, without embracing, as Frege did, a troubling Platonism.
Science
The reference mechanism based on matching uses the type-token relation ("Type and token of the color called blue ", "Type and token of the concept called square ") and is associated with the sign kind symbol.
For example, a Token-Token relation is defined when an acoustic event (e.g., the sound of a bell) is combined with the visual representation of the entity producing the sound (i.e., the image of somebody that tolls the bell) as in Fig. 3a.
This recognition interpretation, which is based on yet another type-token relation, is coded by using an address as the core value of the non-initial proplets, pointing at the proplet representing the initial appearance of the referent: The different prn values indicate that each member proplet is part of a different proposition, allowing different continuation values.
Emu can read a number of popular label and data file formats and supports overlaying additional annotation with inter-token relations on existing time-aligned label files.
Science
Firstly, in Token-Token relations, the majority of annotations concerns the combination of acoustic events with body movements, either of a human or the animal that produces the specific sound.
Shareholder relations is an established industry and token holder relations will soon follow.
News & Media
Expert writing Tips
Best practice
When using the term "token relation", ensure the context clearly defines what constitutes a 'token' within the specific domain. For example, in NLP, a token could be a word, while in cryptography, it may refer to a specific authorization credential.
Common error
Avoid assuming a universal definition of 'token'. The meaning of a token changes based on the field of application; therefore, clarify its meaning to prevent misinterpretations.
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Linguistic Context
The phrase "token relation" functions primarily as a noun phrase, often serving to identify or categorize a specific type of relationship involving tokens. Based on Ludwig AI's analysis, the term is grammatically correct but has limited examples.
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Ludwig's WRAP-UP
In summary, "token relation" is a noun phrase denoting a relationship involving tokens, primarily used in technical domains like linguistics, computer science, and data analysis. According to Ludwig AI, the phrase is grammatically sound and usable. However, examples are limited, indicating relatively infrequent usage, and its precise meaning is context-dependent. Related terms include "token association" and "symbolic link". When employing this phrase, ensure clarity regarding the specific meaning of 'token' within your context to prevent misunderstanding.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
Token association
Replaces "relation" with "association", implying a connection or link between tokens.
Token connection
Uses "connection" instead of "relation", highlighting the link or bond between tokens.
Symbolic link
Substitutes "token" with "symbolic" and "relation" with "link", focusing on the representational aspect of tokens.
Token correlation
Replaces "relation" with "correlation", suggesting a statistical dependency between tokens.
Identifier association
Replaces "token" with "identifier", emphasizing the identifying role of the token.
Lexical relationship
Replaces "token" with "lexical", emphasizing the vocabulary aspect and their relationship.
Marker relationship
Substitutes "token" with "marker", highlighting its function as a sign or indicator.
Element linkage
Substitutes "token" with "element" and "relation" with "linkage", referring to basic units and their connection.
Data token dependency
Adds "data" before "token" and uses "dependency" instead of "relation", focusing on data-driven relationships.
Code token interrelation
Adds "code" before "token" and uses "interrelation" instead of "relation", focusing on coded symbols and their interdependencies.
FAQs
How is "token relation" used in computer science?
In computer science, "token relation" often describes how individual tokens (e.g., in a programming language or data stream) are related to each other, impacting parsing, interpretation, or data flow.
What does "token relation" mean in the context of natural language processing?
In natural language processing, "token relation" refers to the relationships between individual words or sub-word units within a text, influencing semantic analysis and understanding.
What can I use instead of "token relation"?
Depending on the context, you can use alternatives like "token association", "symbolic link", or "token correlation".
How does "token relation" impact data analysis?
In data analysis, "token relation" might refer to how data tokens are linked or associated, influencing algorithms for pattern recognition, clustering, or predictive modeling.
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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
77%
Authority and reliability
3.8/5
Expert rating
Real-world application tested