infinite-dataset-hub/MLResearchCategorization

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

# MLResearchCategorization

tags: titles, classification, subgenre

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

**Dataset Description:**

The 'MLResearchCategorization' dataset contains a curated collection of research paper titles within the field of machine learning. Each title is associated with a specific subgenre label indicating the research's focus area, such as 'Neural Networks', 'Natural Language Processing', 'Reinforcement Learning', 'Computer Vision', or 'Unsupervised Learning'. The dataset serves as a reference for machine learning practitioners and researchers aiming to classify and study machine learning papers according to their subgenres.

**CSV Content Preview:**

```
title,label
"Exploring Deep Learning Architectures for Image Recognition",Computer Vision
"Advancements in Neural Network Models for Speech Recognition",Neural Networks
"Efficient Reinforcement Learning Agents for Decision Making",Reinforcement Learning
"Unsupervised Feature Learning for Cluster Analysis",Unsupervised Learning
"Natural Language Processing Techniques for Sentiment Analysis",Natural Language Processing
```

**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=MLResearchCategorization&tags=titles,+classification,+subgenre
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub

许可证：MIT协议
标签：
- infinite-dataset-hub
- synthetic

# MLResearchCategorization数据集

标签：标题、分类、子类别

*注：本数据集由AI生成，内容可能存在不准确或虚假之处*

**数据集说明：**
MLResearchCategorization数据集收录了机器学习领域经过精心遴选的学术论文标题集合，每条标题均关联有特定的子类别标签，用以标注该研究的聚焦方向，例如"神经网络（Neural Networks）"、"自然语言处理（Natural Language Processing）"、"强化学习（Reinforcement Learning）"、"计算机视觉（Computer Vision）"或"无监督学习（Unsupervised Learning）"。本数据集可供机器学习从业者与研究者参考，用于依据研究子类别对机器学习学术论文进行分类与研究。

**CSV内容预览：**

title,label
"Exploring Deep Learning Architectures for Image Recognition",Computer Vision
"Advancements in Neural Network Models for Speech Recognition",Neural Networks
"Efficient Reinforcement Learning Agents for Decision Making",Reinforcement Learning
"Unsupervised Feature Learning for Cluster Analysis",Unsupervised Learning
"Natural Language Processing Techniques for Sentiment Analysis",Natural Language Processing

**数据来源：**
本数据集通过[无限数据集中心（Infinite Dataset Hub）](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub)与microsoft/Phi-3-mini-4k-instruct模型，以空字符串作为查询条件生成：
- **数据集生成页面**：https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=&dataset=MLResearchCategorization&tags=titles,+classification,+subgenre
- **模型**：https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **更多数据集**：https://huggingface.co/datasets?other=infinite-dataset-hub