French Vocabulary Usage and Collocation Q&A Dataset

#closed-domain question answering #grounded answer generation #word sense disambiguation #collocation guidance #French learning support #language Q&A #vocabulary learning apps #French teaching tools

5545
0.3GB
JSON
CATL
MOBIUSI INC

Updated:2026-11-01

AI Analysis & Value Prop

Built around a defined vocabulary list and its supporting examples, this collection covers French word meanings, sense distinctions, common collocations, register, and typical usage contexts. Learner questions are paired with answers grounded in the supplied vocabulary references, making the data suitable for French learning assistants, vocabulary tutoring models, and evaluation of evidence-based responses.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
answer	string	A direct, learner-friendly response supported by the supplied vocabulary reference material.
evidence	array	Specific content from the supplied reference that supports the answer's usage claims.
register	string	The expression's stylistic level, such as formal, neutral, informal, or specialized, when supported by the reference.
sense_analysis	array	The relevant meanings and distinctions needed to answer the learner's question.
learner_question	string	The learner's question about the meaning or use of a French word or expression.
typical_contexts	array	Common situations or contexts in which the expression is used.
target_expression	string	The French word or expression addressed in the question.
reference_material	string	The vocabulary entry and accompanying examples used as the evidence source for the answer.
collocation_guidance	array	Natural word combinations and usage patterns relevant to the question.

Compliance Statement

Authorization Type	Proprietary - Commercial AI Training License (No Redistribution)
Commercial Use	Requires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and Anonymization	No PII, no real company names, simulated scenarios follow industry standards
Compliance System	Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs

Frequently Asked Questions

What does the dataset cover?: Entries focus on a French word or expression and connect vocabulary references, learner questions, and grounded answers. Structured information can include sense analysis, natural collocations, register, typical contexts, and supporting evidence.

How are answers grounded in the vocabulary material?: Answers are based on the supplied vocabulary entry and accompanying examples, with an emphasis on the specific usage raised by the question. The evidence field can help reviewers check which reference material supports an answer.

Which training and evaluation tasks does it support?: The data can support closed-domain French Q&A, sense disambiguation, collocation guidance, and answer generation grounded in reference material. It can also help evaluate whether a model uses examples to explain register and typical contexts.

What are the dataset size and licensing terms?: The information provided does not specify a sample count or license terms. Refer to the product page for the available version, delivery details, and license agreement; confirm that the terms cover your intended use before acquisition.

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Cite this Work

@dataset{Mobiusi2026,
  title={French Vocabulary Usage and Collocation Q&amp;A Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/6cbfd724c90b123d9c2b804239f8ad98?cate=3},
  urldate={2026-10-26},
  keywords={French vocabulary dataset,French Q&amp;A data,French word meanings,French collocations,AI for French learning,vocabulary usage questions,French register,language teaching corpus},
  version={1.0}
}

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French Vocabulary Usage and Collocation Q&amp;A Dataset