Giter VIP home page Giter VIP logo

Comments (4)

eedeleon avatar eedeleon commented on May 18, 2024 3

@saidbleik I was thinking of starting an explainable text classification notebook. It would cover comparing word vectors, visualizing them with t-SNE, and using a less performant but explainable model and showcasing how to explore the explanation/model.

Considering HAN since a few team members are familiar with it.
It will focus on explanation but since the task would be classification(it would not be competitive with BERT performance wise) I am asking here.

Do you think that would be a good example notebook for me to start as a separate issue? @nikhilrj @miguelgfierro

from nlp-recipes.

saidbleik avatar saidbleik commented on May 18, 2024 1

Of course, that would be a nice example under the TC scenarios. @awaemmanuel is planning to work on a fastText example and the MAIDAP team has done some nice work around embeddings, in case you want to use their module (see #47 - under scenarios and under utils).

from nlp-recipes.

miguelgfierro avatar miguelgfierro commented on May 18, 2024

I like the idea, we an iterate about it

from nlp-recipes.

miguelgfierro avatar miguelgfierro commented on May 18, 2024

Have a general notebook for text classification that show how to use English+other languages (in English)

Then link to a notebook in Hindi or Chinese doing text classification in those languages (written in hindi and chinese) -> INVESTIGATE THIS @miguelgfierro to follow up

related to #43 and #34

from nlp-recipes.

Related Issues (20)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.