Dataset/stack_multilabel_subset_completion
This dataset is a subset of a larger dataset for multilabel classification tasks. It contains prompts and corresponding labels related to programming languages and technologies.
Source: The original dataset is from harpreetmann/stack_multilabel_subset_completion.
Description: The dataset is used for training and evaluating models on multilabel text classification, specifically for identifying relevant programming tags based on the provided text.
Structure: The dataset is saved in Parquet format within this directory, organized into train, validation, and test splits.
Additional Details
Intended Use: This dataset is intended for training and evaluating multi-label text classification models for programming-related topics.
Preprocessing: The dataset was preprocessed to extract relevant text and labels from a larger source.
Data Format: The dataset contains 'prompt' and 'label' columns. 'prompt' is a string containing the text to be classified, and 'label' is a list of strings representing the applicable tags.