license:mit size_categories:n<1K format:csv modality:text library:datasets library:pandas library:mlcroissant library:polars region:us infinite-dataset-hub synthetic
---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# ExpertConstructQueries

tags: Expert Knowledge, Text Generation, Construction

_Note: This is an AI-generated dataset so its content may be inaccurate or false_

**Dataset Description:**

The 'ExpertConstructQueries' dataset is a curated collection of construction-related questions designed for training machine learning models in the domain of expert knowledge text generation. The dataset includes realistic queries that a user might ask when seeking expert advice in construction, such as material selection, structural integrity, environmental compliance, and innovative design approaches. Each query is paired with a set of labels that indicate the primary area of expertise required to provide an accurate and informative response. The dataset is intended to improve the capability of natural language processing systems to generate text that is contextually relevant and aligned with professional expertise in the construction industry.

**CSV Content Preview:**

```
id,query,label
1,"What are the most environmentally sustainable building materials currently available?",EnvironmentalSustainability
2,"How can I ensure the structural integrity of a multi-story building in an earthquake-prone area?",StructuralIntegrity
3,"What are the best practices for waterproofing a basement in a humid climate?",WaterproofingBestPractices
4,"Can you suggest innovative design approaches for maximizing natural light in small residential spaces?",DesignInnovation
5,"What are the regulations for obtaining a building permit in urban areas?",BuildingPermitRegulations
```

**Source of the data:**

The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query '':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=&dataset=ExpertConstructQueries&tags=Expert+Knowledge,+Text+Generation,+Construction
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
