Multi-class classification

[SaraAmd]

I have two main questions.
My first question is which task number in this link https://instructions.apps.allenai.org/ is similar to a multi-class classification?
My second question is, if we want to use this model for multi-class classification for our own dataset where we have a definition for each class and a corresponding example for each class, what should be the format of the input prompt to the model?

[monk1337]

Task 1541: agnews_classification is a good example of multi-class classification. The description states: "Given a short article, classify the article based on its category". This task involves classifying news articles into multiple predefined categories, which is a typical multi-class classification problem.

Task 1289: trec_classification
Description: "Given a question, detect which category better describes it."
This task involves classifying questions into multiple categories.

Task 1292: yelp_review_full_text_categorization
Description: "Given a review about a place, provide a rating for it."
While this involves ratings, it's essentially classifying reviews into multiple rating categories.

Task 1494: bengali_hate_speech_classification
Description: "Given a hateful post in Bengali, classify whether it is political, geopolitical, religious or personal in nature."
This is a multi-class classification task for hate speech.

Task 1531: daily_dialog_type_classification
Description: "Classify the input sentence into one of the 5 classes : unknown, commissive, question, information, directive"
This is a clear multi-class classification task for dialogue acts.

Task 1532: daily_dialog_emotion_classification
Description: "Classify the conversation sentences of input passage into the following emotions: anger, disgust, fear, happiness, sadness, No emotion"
Another clear multi-class classification task, this time for emotions.

Format of input prompt for multi-class classification with your own dataset:

Task: Classify the given text into one of the following categories:

[List your class names here]

Definitions:
[Class 1 name]: [Class 1 definition]
[Class 2 name]: [Class 2 definition]
...

Examples:
[Class 1 name]: [Example text for Class 1]
[Class 2 name]: [Example text for Class 2]
...

Text to classify: [Your input text here]

Classification:

Check promptify examples you'll get some ideas for the templates.