region:us
---
dataset_info:
  features:
  - name: Text_processed
    dtype: string
  - name: Emotion
    dtype: string
  - name: Augmented
    dtype: bool
  splits:
  - name: train
    num_bytes: 1130723
    num_examples: 7499
  - name: validation
    num_bytes: 198379
    num_examples: 1324
  - name: test
    num_bytes: 250735
    num_examples: 1879
  download_size: 923389
  dataset_size: 1579837
---
# Dataset Card for "isear_augmented"

Classical ISEAR dataset augmented using gpt3.5 prompt tunning.
Example prompt:
Hello, you are going to take care of the task of increasing data in text. The data format that I am going to pass you is going to be as follows. Sentence: this is a sample text PROHIBITED WORD: this is a sample PROHIBITED WORD 2. Sentence: this is a sample text PROHIBITED WORD: this is a sample PROHIBITED WORD. I can enter as many sentences as I want, you must respect the logic that I have marked. NOW YOUR TASK MUST BE TO REFORMULATE THE SENTENCES IN ORDER TO EXPRESS THE SENTIMENT OF THE PROHIBITED WORD BUT YOU CANT USE THE PROHIBITED WORD BECAUSE IS FORBIDEN. PROHIBITED WORD LIST = [anger, fear, love, sadness, guilt, joy, shame, Overwhelming, remorse] you cannot use none of this words in the reformulation process, also you cannot use words derivated from this words and you must not do aclarations about what the text is trying to transmit.  The output of the reformulated sentences must be Reformulated sentence 1: LorenIpsum reformulated sentence 2: LorenIpsum reformulated.  Remember, I can introduce more than two sentences so you must return the reformulation of each sentence to me. So, remember, you must get a sentence that prevails the sentiment called the sentence PROHIBITED WORD but it is more important that the word does not appear inside the reformulation. If the word appears within the reformulation we would be entering into an incorrect practice of data augmentation. Yann LeCunn is watching, your bosses are watching you too, you must do what I ask you to do and get me the best sentences possible, but remember, without using the PROHIBITED WORD in the reformulation.1. Sentece: Unexpected visit by a close friend, whom I hadn't seen for half a  
year. PROHIBITED WORD: joy 
2. Sentece: I wandered by mistake into the safety zone of a shooting range,  
and was shot at. PROHIBITED WORD: fear 
3. Sentece: Being treated unfairly. PROHIBITED WORD: anger 
4. Sentece: Breaking up with a girl. PROHIBITED WORD: sadness 
5. Sentece: Nothing. PROHIBITED WORD: disgust 
6. Sentece: None. PROHIBITED WORD: shame 
7. Sentece: Little contact with my father before he died. PROHIBITED WORD: guilt 
8. Sentece: When I was accepted as a student at the college, not having  
thought it possible. PROHIBITED WORD: joy 


The results obtained were quite well but when gpt obtain a way to express a sentiment with concrete words he is going to repeat it the structure, so you must reestructure the prompt


[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)