Emotions Detection for NLP ❤️

Play with models, Not with emotions!!!

Emotions dataset for NLP Classification Task

Dataset Link: https://www.kaggle.com/praveengovi/emotions-dataset-for-nlp

Example :-

i feel like I am still looking at a blank canvas blank pieces of paper;sadness

Problem Defination 🤔

Given a sentence by the user we have to predict the emotion relevant to it.

What is the sentiment of your customer comment? What is the mood of today's special food ?

Business Constraints ✔️

• To predict the right emotion for each sentence with very high accuracy and high F1 score.
• Incorrect emotion can lead to some misunderstanding with your loved ones. Also if used for business it can highly affect customer experience.
• No strict latency requirements. The model should be able to predict the emotion within a few seconds(1-3).

Data 🗄️

• Train.txt = 1.58 MB
• Val.txt = 200 KB
• Test.txt = 202 KB