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gnitoahc/iac-dataset

IAC Dataset Intent-Aware Clustering benchmark datasets. Each dataset is a separate config; select one with name= when loading: from datasets import load_dataset ds = load_dataset("gnitoahc/iac-dataset", name="arxiv") Common Fields Field Type Description id string Original row index from the source dataset text string Input text (may be multi-sentence or multi-line) label string Class label for the text Datasets… See the full description on the dataset page: https://huggingface.co/datasets/gnitoahc/iac-dataset.

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Dataset Card

IAC Dataset

Intent-Aware Clustering benchmark datasets. Each dataset is a separate config; select one with name= when loading:

python
from datasets import load_dataset
ds = load_dataset("gnitoahc/iac-dataset", name="arxiv")

Common Fields

FieldTypeDescription
idstringOriginal row index from the source dataset
textstringInput text (may be multi-sentence or multi-line)
labelstringClass label for the text

Datasets

20news

  • —Rows: 500
  • —Config name: 20news
  • —Labels (20): 0, 1, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 2, 3, 4, 5, 6, 7, 8, 9

arxiv

  • —Rows: 504
  • —Config name: arxiv
  • —Labels (9): Computer Vision, Cryptography and Security, Human-Computer Interaction, Information Retrieval, Machine Learning, Robotics, Signal Processing, Social and Information Networks, Software Engineering

gomotion

  • —Rows: 504
  • —Config name: gomotion
  • —Labels (14): admiration, amusement, anger, approval, disappointment, disgust, embarrassment, excitement, fear, gratitude, joy, love, pride, sadness

newsSentiment

  • —Rows: 510
  • —Config name: newsSentiment
  • —Labels (3): negative, neutral, positive

sarcasm

  • —Rows: 831
  • —Config name: sarcasm
  • —Labels (6): 0, 1, 2, 3, 4, 5

yahoo

  • —Rows: 500
  • —Config name: yahoo
  • —Labels (10): 1, 10, 2, 3, 4, 5, 6, 7, 8, 9