datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Email_Intent_Classification
Dataset Information
This is a dataset of English sentences used in emails with six basic categories: request, informational, transaction, feedback.
An example looks as follows: {"Email": "Your subscription renewal is confirmed. Thank you for staying with us!", "Intent": "Transaction"}
Dataset Sources
Instances generated and annotated by ChatGPT 4.
Uses
Demo for email intent classification tasks.
banking-intent-classification
Banking Intent Classification Dataset
This dataset contains text samples for banking intent classification tasks.
Dataset Description
The dataset consists of customer queries/messages related to banking services, each labeled with an intent category.
Usage
import pandas as pd
# Load the dataset
df = pd.read_csv("hf://datasets/Cleanlab/banking-intent-classification/banking-intent-classification.csv")
print(df.head())
License
MIT License
intent_classificationHierarchical_Text_Classification_Intent_Classificationemail-intent-classificationintent-classification-v9-boundary-baseline
Dataset Card: Intent Classification Baseline v9 Boundary
Dataset Summary
This dataset is the baseline training pool used for the v9 boundary-focused fastText router.
File: final_dataset_augmented_v9_boundary.csv
Rows: 65,595
Columns:
prompt (string)
final_label (string)
Labels:
BASIC
SIMPLE
CHAT
REASONING
TOOL
CODING
Dataset Composition
Label distribution in this baseline CSV:
CODING: 23,331
CHAT: 16,037
REASONING: 11,972
SIMPLE: 9,939
TOOL: 3,333… See the full description on the dataset page: https://huggingface.co/datasets/atekrugis/intent-classification-v9-boundary-baseline.IntentClassification_Dataset_for_AI_Assistant_Prompt_Routing_Hindimultilingual_customer_support_intent_classificationMultilingual-Financial-Sentiment-and-Intent-Classificationitalian-intent-classification-300
Italian Intent Classification Dataset (300 Samples)
A curated synthetic dataset with 300 Italian sentences, each labeled with one of 18 intent categories, including:
product_inquiry
pricing_request
complaint
refund_request
technical_support
appointment_request
cancellation
purchase_intent
shipping_question
availability_check
feedback_positive
feedback_negative
billing_issue
warranty_question
subscription_question
upgrade_request
downgrade_request… See the full description on the dataset page: https://huggingface.co/datasets/MARKOPOSI/italian-intent-classification-300.intent_classification_for_mistral_finetuneresponse-intent-classificationintent_classification