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 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