---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# InnovationsPatentClassification

tags: Classification, Technology, Patent Documents

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

**Dataset Description:**

The 'InnovationsPatentClassification' dataset is a collection of patent documents from the technology sector, each labeled with a category reflecting the patent's area of innovation. The dataset is designed to facilitate the training of a machine learning model to classify patent documents into distinct categories such as 'Artificial Intelligence', 'Renewable Energy', 'Biotechnology', 'Robotics', and 'Quantum Computing'. Each document has been preprocessed for natural language processing tasks, including tokenization, stopword removal, and lemmatization. The labels assigned to each document are indicative of the field the patent pertains to and are crafted to avoid overlap with other technology categories.

**CSV Content Preview:**

```
Title,Abstract,Label
"Autonomous Vehicles System","The document describes an autonomous vehicle navigation system leveraging AI algorithms for improved traffic management and safety.","Artificial Intelligence"
"Advanced Solar Panel Technology","This patent details a new solar panel design with increased efficiency and reduced production costs using novel materials.","Renewable Energy"
"Synthetic Biology in Medicine","The application of synthetic biology techniques for creating new medical treatments and diagnostic tools is explored in this document.","Biotechnology"
"Robotic Manufacturing Arm","An innovative design for a robotic arm capable of precise and flexible movements in manufacturing environments is presented.","Robotics"
"Quantum Computing Processor","A high-performance quantum computing processor using topological qubits for enhanced computational power is developed.","Quantum Computing"
```

**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=InnovationsPatentClassification&tags=Classification,+Technology,+Patent+Documents
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub