thedatatribune/dyPixa

[NLP] Create an NLP Model

Opened this issue · 2 comments

ravi-prakash1907 commented

Description: 📝

We need an NLP model to process English short poems and extract sentiments, emphasizing metaphor recognition for accurate sentiment analysis.

Requirement 🚀

  1. NLP model for sentiment extraction from English short poems.
  2. Refer to issues #6 and #26 for dataset details. Contributions to meet dataset requirements are appreciated. 📊📚
Nabanita29 commented

I can work on this ! I'm eager to take this on by leveraging DistilBERT for its efficient contextual understanding.

ravi-prakash1907 commented

I can work on this ! I'm eager to take this on by leveraging DistilBERT for its efficient contextual understanding.

Fantastic, @Nabanita29! 😄 Why don't you kickstart the initial model building process?

So far, we've amassed a substantial amount of textual data that you can leverage to craft the complete model pipeline. 🚀

I'm assigning you the issue now. As you work on it, please keep in mind the following:

  1. Save the trained model, maybe using 'pickle' or a similar method.
  2. Submit a usage script or function that we can seamlessly integrate with Flask.🌟