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
exploratory session
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "exploratory session" is correct and usable in written English.
It can be used to describe a meeting or discussion aimed at investigating or examining a particular topic or issue in depth. Example: "We will hold an exploratory session next week to discuss potential strategies for improving our marketing efforts."
✓ 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
14 human-written examples
This leads to an exploratory session, in which a user executes numerous selection queries iteratively using different predicates [23].
Science
In order to achieve this goal our proposed AdOr scheme utilizes an adaptive model to reduce the cost of diversification for each query in the exploratory session.
Science
In particular, the computational cost of diversifying the results of multiple sequential queries within an exploratory session increases linearly with the increase in the number of queries.
Science
It should be clear from the Example 1 that the user interaction with the database takes the form of an exploratory session or session for short.
Science
Since different queries within an exploratory session typically explore the data space in a close vicinity to each other, it is very likely for queries within a session to have overlapping results as shown in Fig. 1.
Science
Hence, here we extend the definition of result diversification to the diversification of multiple sequential queries as defined below: Let ({mathbb {M}}) represent a set of multiple queries within an exploratory session.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
46 human-written examples
Antonoff struck her as appealingly eccentric, and after a few exploratory sessions, she took him on as her main co-writer.
News & Media
The talks have been described as exploratory sessions, where the sides can sound each other out on the possibility of resuming full-scale negotiations for a peace deal.
News & Media
AdOr targets the problem of efficiently diversifying the results of multiple queries within and across different exploratory sessions.
Science
We propose an ordered-based caching scheme that leverages the overlap between query results within and across exploratory sessions towards efficient diversification (Sect. 4.3.3).
Science
To address this challenge, in this paper we propose a diversification scheme that targets the problem of efficiently diversifying the results of multiple queries within and across different data exploratory sessions.
Science
Expert writing Tips
Best practice
Use "exploratory session" when you want to emphasize a meeting or discussion that is intended to investigate or examine a particular topic or issue in detail before making decisions or taking further action.
Common error
While "exploratory session" is acceptable, overuse in highly formal documents can sound repetitive. Vary your language with alternatives like "preliminary discussion" or "investigative consultation" to enhance readability.
Source & Trust
81%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "exploratory session" functions primarily as a noun phrase, often serving as the subject or object of a sentence. It describes a specific type of meeting or gathering intended for investigation and discovery. Ludwig AI indicates this phrase is acceptable for use.
Frequent in
Science
40%
News & Media
40%
Formal & Business
20%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, "exploratory session" is a grammatically correct and acceptable noun phrase used to describe a meeting or discussion focused on initial investigation and discovery. Ludwig AI confirms its usability. While its frequency is uncommon, it appears across diverse contexts such as science, news media, and formal business settings. To avoid repetition, consider using synonyms like "discovery meeting" or "preliminary discussion".
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
discovery meeting
Replaces "session" with "meeting", emphasizing the gathering aspect for exploration.
preliminary discussion
Focuses on the initial and investigative nature of the session by using "preliminary discussion".
investigative consultation
Highlights the investigative aspect with "investigative", while "consultation" suggests an expert-led exploration.
fact-finding mission
Emphasizes the goal of uncovering information, replacing "session" with "mission".
initial inquiry
Highlights the commencement of an investigation.
scoping exercise
Implies a session aimed at defining the scope of a project or problem.
reconnaissance phase
Uses military terminology to describe an initial observation or investigation phase.
pilot study
Highlights an initial, small-scale study to test the feasibility of a larger project.
test run
Emphasizes the act of testing and experimenting in a session.
experimental trial
Emphasizes experimentation and testing the unknown.
FAQs
How can I effectively use "exploratory session" in a sentence?
You can use "exploratory session" to describe the initial stage of investigating a topic. For example, "We will hold an "exploratory session" to discuss potential marketing strategies."
What are some alternatives to using "exploratory session"?
You can use alternatives like "discovery meeting", "preliminary discussion", or "investigative consultation" depending on the specific context.
Is "exploratory session" formal or informal?
"Exploratory session" is generally considered neutral to slightly formal. In very formal contexts, consider alternatives like "initial inquiry".
When is it appropriate to use the term "exploratory session"?
Use "exploratory session" when the main goal is to investigate and understand a topic. It's suitable for describing initial meetings, discussions, or consultations focused on exploration.
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